Contents
How to run PMOG based BSS on a given dataset?
This demo program will illustrate PMOG based BSS using an image dataset from the Berkeley Segmentation Dataset and Benchmark (BSD): http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/segbench/. This code will look for a file called ../data/image_pmog_data2.mat
function z = pmog_demo3()
Copyright Notice
%========================================================================= % COPYRIGHT NOTICE AND LICENSE INFO: % % * Copyright (C) 2010, Gautam V. Pendse, McLean Hospital % % * Matlab demo of the PMOG algorithm described in: % % Gautam V. Pendse, "PMOG: The projected mixture of Gaussians model with application to blind source separation", % arXiv:1008.2743v1 [stat.ML, cs.AI, stat.ME], 46 pages, 9 figures, 2010. [5.5 MB] % % * License: Please see the file license.txt included with the code distribution % % % * If you use this code in your own work or alter this code, please cite the above paper. This code is distributed "as is" and no % guarantee is given as to the accuracy or validity of the results produced by running this code. No responsibility will be assumed % of the effects of running this code or using its results in any manner. % % * AUTHOR: GAUTAM V. PENDSE % DATE: 2nd April 2010 %=========================================================================
(1) Get sources from Berkeley Segmentation Dataset and Benchmark
Read the image data from ../data/image_pmog_data2.mat
%========================================================================= % load .mat file containing BSD images matfile = load('../data/image_pmog_data2.mat'); % get the raw images from matfile structure S = matfile.s; % 3 by 154401, each image is 481 by 321 in size %=========================================================================
(2) Create mixed data using a random mean vector and mixing matrix
%========================================================================= % get the mean vector mu = matfile.mumix; % get mixing matrix A = matfile.Amix; % create mixed data X = repmat(mu,1,size(S,2)) + A * S; % how many MOG sources do we have nsources = 3; %=========================================================================
(3) Do PMOG based BSS
Please note that:
- PMOG fits a mixture of PPCA model before BSS and hence it expects a non-square and noisy input.
- Since our input is without noise, we add a small amount of noise to make the PPCA mixture estimation stable.
- In this case, we will not enforce orthogonality on projection vectors by calling ppca_mm_ica_no_orth.m
% run pmog
pmi = ppca_mm_ica_no_orth( X + 1e-6*randn(size(X,1),size(X,2)), 1, nsources );
Warning: Failed to converge in 100 iterations.
current f = [0 -5.1e-11 2.3e-10]
w =
0.434083536576423
-0.360389497879828
0.825645743095204
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017067701001067] [-0.939984037483786] [1.747466223042273]
Columns 4 through 5
[0.615610497891594] [3.270666686653473]
sigma2 =
Columns 1 through 4
[0.060430627806492] [0.045098575882979] [0.179634879579491] [0.059658272389656]
Column 5
[0.358694264585118]
likelihood error: 2589.8826
current f = [-4.7e-10 0 -4.4e-11]
w =
0.433798587916822
-0.360484649305152
0.825753960170165
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017597625013548] [-0.939791531589007] [1.746811473426482]
Columns 4 through 5
[0.615856516372002] [3.271675831687408]
sigma2 =
Columns 1 through 4
[0.061121466682435] [0.044737313994503] [0.180566084791673] [0.059337445700469]
Column 5
[0.359063852535623]
likelihood error: 16.9128
current f = [-1.5e-10 1.4e-10 -4.4e-11]
w =
0.433771022413534
-0.360507540782624
0.825758447218787
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017616757125635] [-0.939827950220199] [1.746700621533835]
Columns 4 through 5
[0.615972251865329] [3.271440925809196]
sigma2 =
Columns 1 through 4
[0.061163932214743] [0.044723198055155] [0.180547693779225] [0.059328749684559]
Column 5
[0.359011589392878]
likelihood error: 0.20399
current f = [2.2e-10 -2.3e-10 1.7e-10]
w =
0.433767716186498
-0.360510581858295
0.825758856302822
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017618322545343] [-0.939833585090631] [1.746686511145343]
Columns 4 through 5
[0.615988122783414] [3.271405839572933]
sigma2 =
Columns 1 through 4
[0.061168282084652] [0.044721779447582] [0.180543065514280] [0.059328090846448]
Column 5
[0.359003455491292]
likelihood error: 0.017182
current f = [-7.3e-11 1.5e-10 1.5e-10]
w =
0.433767305801416
-0.360510964459447
0.825758904839846
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017618504143670] [-0.939834306552254] [1.746684745669262]
Columns 4 through 5
[0.615990127285259] [3.271401364536475]
sigma2 =
Columns 1 through 4
[0.061168809013192] [0.044721608057692] [0.180542448920419] [0.059328015718967]
Column 5
[0.359002413497168]
likelihood error: 0.0028592
current f = [-1e-10 -7.3e-12 2.8e-10]
w =
0.433767254622263
-0.360511012259628
0.825758910855344
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017618526577648] [-0.939834396895324] [1.746684525261760]
Columns 4 through 5
[0.615990377845691] [3.271400804443326]
sigma2 =
Columns 1 through 4
[0.061168874508302] [0.044721586762220] [0.180542371318694] [0.059328006461130]
Column 5
[0.359002283007186]
likelihood error: 0.00036875
current f = [-1e-10 -7.3e-12 2.8e-10]
w =
0.433767254622263
-0.360511012259628
0.825758910855344
pic =
Columns 1 through 4
[0.246580001004968] [0.387203151706191] [0.061161327851928] [0.277372251785237]
Column 5
[0.027683267651672]
mu =
Columns 1 through 3
[-0.017618526577648] [-0.939834396895324] [1.746684525261760]
Columns 4 through 5
[0.615990377845691] [3.271400804443326]
sigma2 =
Columns 1 through 4
[0.061168874508302] [0.044721586762220] [0.180542371318694] [0.059328006461130]
Column 5
[0.359002283007186]
current f = [1.5e-10 -8.7e-11 3.2e-10]
w =
0.432341455793939
-0.356197876802956
0.828374274204024
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012024517348276] [-0.939633224948842] [1.724681111598285]
Columns 4 through 5
[0.603810482085619] [3.251354391636365]
sigma2 =
Columns 1 through 4
[0.068811385136992] [0.045162221774711] [0.205937885645299] [0.064619546825801]
Column 5
[0.389240981253695]
likelihood error: 635.9642
current f = [-1.5e-11 9.5e-11 -1.9e-10]
w =
0.432440243900529
-0.356023758555628
0.828397560836084
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012264083890271] [-0.939088553812227] [1.725248700534149]
Columns 4 through 5
[0.602823744028100] [3.254430651753916]
sigma2 =
Columns 1 through 4
[0.068876733913095] [0.045114046184133] [0.206923052210761] [0.064471660660589]
Column 5
[0.390131278809187]
likelihood error: 6.9952
current f = [2.2e-10 -9.5e-11 3.1e-10]
w =
0.432455905197517
-0.356007243696098
0.828396482667391
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012261755256103] [-0.939054071294454] [1.725316680781427]
Columns 4 through 5
[0.602737454154700] [3.254635316335451]
sigma2 =
Columns 1 through 4
[0.068858079450264] [0.045119679443145] [0.206968430785032] [0.064471630596606]
Column 5
[0.390186800615591]
likelihood error: 0.18227
current f = [1.7e-10 -7.3e-11 5.8e-11]
w =
0.432457858207913
-0.356005297801416
0.828396299370990
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012261052661632] [-0.939050316611253] [1.725324976336700]
Columns 4 through 5
[0.602727412814303] [3.254658035035821]
sigma2 =
Columns 1 through 4
[0.068855404666601] [0.045120478337295] [0.206972944264550] [0.064471836320419]
Column 5
[0.390192859638439]
likelihood error: 0.012011
current f = [8.7e-11 9.5e-11 5.8e-11]
w =
0.432458096331456
-0.356005062026379
0.828396276385261
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012260961631562] [-0.939049865924066] [1.725325985405539]
Columns 4 through 5
[0.602726197891398] [3.254660768511812]
sigma2 =
Columns 1 through 4
[0.068855073995793] [0.045120576999249] [0.206973479651951] [0.064471864131474]
Column 5
[0.390193587122503]
likelihood error: 0.0013244
current f = [2.5e-10 -2.2e-10 2.6e-10]
w =
0.432458125294295
-0.356005033368948
0.828396273581020
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012260950488061] [-0.939049811202000] [1.725326108106203]
Columns 4 through 5
[0.602726050246120] [3.254661100495491]
sigma2 =
Columns 1 through 4
[0.068855033715967] [0.045120589016247] [0.206973544571824] [0.064471867550614]
Column 5
[0.390193675455660]
likelihood error: 0.00015922
current f = [2.5e-10 -2.2e-10 2.6e-10]
w =
0.432458125294295
-0.356005033368948
0.828396273581020
pic =
Columns 1 through 4
[0.245703321072776] [0.386668692777814] [0.062999791394464] [0.276795229661092]
Column 5
[0.027832965093852]
mu =
Columns 1 through 3
[-0.012260950488061] [-0.939049811202000] [1.725326108106203]
Columns 4 through 5
[0.602726050246120] [3.254661100495491]
sigma2 =
Columns 1 through 4
[0.068855033715967] [0.045120589016247] [0.206973544571824] [0.064471867550614]
Column 5
[0.390193675455660]
Likelihood error: 2606.9789
current f = [-2.9e-11 -2.1e-10 8.7e-11]
w =
0.433049231120581
-0.351926702747716
0.829828873514892
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010266449001948] [-0.939985644746687] [1.708750866180339]
Columns 4 through 5
[0.594608794101480] [3.243216482517265]
sigma2 =
Columns 1 through 4
[0.074581997046322] [0.044965370676014] [0.226017041747896] [0.068057163878178]
Column 5
[0.408079360396162]
likelihood error: 302.0129
current f = [1.2e-10 2.9e-11 -1.9e-10]
w =
0.433286488008817
-0.351643869496420
0.829824926327578
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010375457226298] [-0.939317514600569] [1.709786578127185]
Columns 4 through 5
[0.593145363570579] [3.247061769873755]
sigma2 =
Columns 1 through 4
[0.074345114215465] [0.045021667386341] [0.227104082856363] [0.067966838434627]
Column 5
[0.409207727817227]
likelihood error: 3.9474
current f = [1.3e-10 -3.6e-11 5.8e-11]
w =
0.433316842673547
-0.351612435803625
0.829822395964143
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010368285255402] [-0.939255412895127] [1.709912875162532]
Columns 4 through 5
[0.592985956362230] [3.247429186075563]
sigma2 =
Columns 1 through 4
[0.074301393743771] [0.045034001436181] [0.227192008609013] [0.067968063044919]
Column 5
[0.409312339108544]
likelihood error: 0.15357
current f = [2.9e-10 -1.2e-10 1.5e-10]
w =
0.433320499328813
-0.351608702509802
0.829822068386232
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010367189256751] [-0.939248195633635] [1.709928026776518]
Columns 4 through 5
[0.592967066934575] [3.247472084017062]
sigma2 =
Columns 1 through 4
[0.074295963943648] [0.045035534889057] [0.227202029129395] [0.067968344748493]
Column 5
[0.409324500747241]
likelihood error: 0.014313
current f = [1.5e-11 -1.4e-10 3.6e-10]
w =
0.433320937281669
-0.351608256017407
0.829822028879528
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010367055224030] [-0.939247334366426] [1.709929840671986]
Columns 4 through 5
[0.592964808316948] [3.247477205496563]
sigma2 =
Columns 1 through 4
[0.074295311717034] [0.045035719136773] [0.227203222482616] [0.067968380133541]
Column 5
[0.409325952075262]
likelihood error: 0.0016633
current f = [-1.6e-10 4.4e-11 0]
w =
0.433320989704238
-0.351608202580392
0.829822024147303
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010367039147071] [-0.939247231311051] [1.709930057783573]
Columns 4 through 5
[0.592964538007443] [3.247477818334921]
sigma2 =
Columns 1 through 4
[0.074295233623716] [0.045035741198402] [0.227203365244592] [0.067968384389620]
Column 5
[0.409326125734694]
likelihood error: 0.00019847
current f = [-1.6e-10 4.4e-11 0]
w =
0.433320989704238
-0.351608202580392
0.829822024147303
pic =
Columns 1 through 4
[0.245845640470563] [0.385426941017294] [0.064341819760439] [0.276489701063956]
Column 5
[0.027895897687747]
mu =
Columns 1 through 3
[-0.010367039147071] [-0.939247231311051] [1.709930057783573]
Columns 4 through 5
[0.592964538007443] [3.247477818334921]
sigma2 =
Columns 1 through 4
[0.074295233623716] [0.045035741198402] [0.227203365244592] [0.067968384389620]
Column 5
[0.409326125734694]
Likelihood error: 643.1552
current f = [2.3e-10 -1.5e-10 2.3e-10]
w =
0.434769932779679
-0.347779535096831
0.830677133740051
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010075752166388] [-0.940648282015197] [1.696769385180590]
Columns 4 through 5
[0.586599614079752] [3.240774588256531]
sigma2 =
Columns 1 through 4
[0.079077017602734] [0.044642932091766] [0.242267193704102] [0.070617693759946]
Column 5
[0.420932199544587]
likelihood error: 193.5493
current f = [1.6e-10 -1.1e-10 -1.2e-10]
w =
0.435052330574865
-0.347460194725715
0.830662917640210
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010139315295217] [-0.939949483537109] [1.697943755945663]
Columns 4 through 5
[0.585001166883136] [3.244794638442949]
sigma2 =
Columns 1 through 4
[0.078701730890601] [0.044736505371174] [0.243411607598072] [0.070550005030028]
Column 5
[0.422131616510040]
likelihood error: 2.5693
current f = [1.2e-10 7.3e-12 4.4e-11]
w =
0.435087000287322
-0.347423867576406
0.830659953542502
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010132980932344] [-0.939877967634687] [1.698084849065384]
Columns 4 through 5
[0.584820617162846] [3.245211563394555]
sigma2 =
Columns 1 through 4
[0.078647784945364] [0.044751078268364] [0.243520642144260] [0.070551006644825]
Column 5
[0.422253932228730]
likelihood error: 0.10028
current f = [1.6e-10 -7.3e-11 1e-10]
w =
0.435091120278142
-0.347419582321396
0.830659587842539
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010132077069718] [-0.939869624297442] [1.698101579982964]
Columns 4 through 5
[0.584799334714647] [3.245260279252749]
sigma2 =
Columns 1 through 4
[0.078641286559703] [0.044752841839297] [0.243533258879921] [0.070551226665025]
Column 5
[0.422268197217402]
likelihood error: 0.0094083
current f = [1.2e-10 9.5e-11 2.9e-11]
w =
0.435091608380231
-0.347419075004274
0.830659544362358
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010131968267142] [-0.939868637594360] [1.698103561650791]
Columns 4 through 5
[0.584796815317847] [3.245266041123533]
sigma2 =
Columns 1 through 4
[0.078640515750637] [0.044753051162225] [0.243534749776344] [0.070551253952033]
Column 5
[0.422269884138052]
likelihood error: 0.0010844
current f = [1.9e-10 -1.3e-10 5.8e-11]
w =
0.435091666189290
-0.347419014923681
0.830659539210914
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010131955361113] [-0.939868520752556] [1.698103796346223]
Columns 4 through 5
[0.584796516952072] [3.245266723426890]
sigma2 =
Columns 1 through 4
[0.078640424448912] [0.044753075958524] [0.243534926309403] [0.070551257198859]
Column 5
[0.422270083895588]
likelihood error: 0.00012806
current f = [1.9e-10 -1.3e-10 5.8e-11]
w =
0.435091666189290
-0.347419014923681
0.830659539210914
pic =
Columns 1 through 4
[0.246435073330920] [0.383890937236104] [0.065479941828137] [0.276296517076736]
Column 5
[0.027897530528101]
mu =
Columns 1 through 3
[-0.010131955361113] [-0.939868520752556] [1.698103796346223]
Columns 4 through 5
[0.584796516952072] [3.245266723426890]
sigma2 =
Columns 1 through 4
[0.078640424448912] [0.044753075958524] [0.243534926309403] [0.070551257198859]
Column 5
[0.422270083895588]
Likelihood error: 306.1301
current f = [1.6e-10 -1.1e-10 1.5e-11]
w =
0.436840726702376
-0.343851139181623
0.831225946164843
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010770804763204] [-0.941461636572166] [1.687165080718704]
Columns 4 through 5
[0.579392973116930] [3.241557099391546]
sigma2 =
Columns 1 through 4
[0.082873284572923] [0.044261824330090] [0.255920421778682] [0.072622513606587]
Column 5
[0.430021695640729]
likelihood error: 143.3027
current f = [1.5e-10 -3.6e-11 -1.5e-11]
w =
0.437127836321523
-0.343529709159671
0.831207912400705
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010826118866873] [-0.940776920386289] [1.688330442516515]
Columns 4 through 5
[0.577820226269491] [3.245462421331931]
sigma2 =
Columns 1 through 4
[0.082444361305053] [0.044366966296891] [0.257068522160498] [0.072565318827028]
Column 5
[0.431199166939663]
likelihood error: 1.722
current f = [-1.6e-10 -1.8e-10 -1.3e-10]
w =
0.437162453733766
-0.343492987373827
0.831204882487149
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010822198515890] [-0.940704452522487] [1.688468941627813]
Columns 4 through 5
[0.577641079848262] [3.245878631987456]
sigma2 =
Columns 1 through 4
[0.082387344074771] [0.044381868515790] [0.257184669684247] [0.072565849058863]
Column 5
[0.431323182205797]
likelihood error: 0.048279
current f = [-1.5e-11 5.1e-11 1.7e-10]
w =
0.437166532154897
-0.343488683043588
0.831204516220071
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010821625719820] [-0.940696021341333] [1.688485232836651]
Columns 4 through 5
[0.577620087392454] [3.245927081636906]
sigma2 =
Columns 1 through 4
[0.082380571861348] [0.044383648376122] [0.257198118836087] [0.072565993132897]
Column 5
[0.431337601946914]
likelihood error: 0.0038306
current f = [-7.3e-11 1.7e-10 1.3e-10]
w =
0.437167011620047
-0.343488177267337
0.831204473056275
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010821557150736] [-0.940695031316405] [1.688487147703059]
Columns 4 through 5
[0.577617620742412] [3.245932770816388]
sigma2 =
Columns 1 through 4
[0.082379775172465] [0.044383857915348] [0.257199697387877] [0.072566011051012]
Column 5
[0.431339295039956]
likelihood error: 0.00042776
current f = [-7.3e-11 1.7e-10 1.3e-10]
w =
0.437167011620047
-0.343488177267337
0.831204473056275
pic =
Columns 1 through 4
[0.247233993533296] [0.382233002965739] [0.066505106963299] [0.276169386489134]
Column 5
[0.027858510048531]
mu =
Columns 1 through 3
[-0.010821557150736] [-0.940695031316405] [1.688487147703059]
Columns 4 through 5
[0.577617620742412] [3.245932770816388]
sigma2 =
Columns 1 through 4
[0.082379775172465] [0.044383857915348] [0.257199697387877] [0.072566011051012]
Column 5
[0.431339295039956]
Likelihood error: 196.2295
current f = [3.6e-10 -1.5e-10 3.5e-10]
w =
0.438952792370814
-0.340192165828835
0.831618744605094
pic =
Columns 1 through 4
[0.248123437863707] [0.380540318238206] [0.067453301419854] [0.276091070316674]
Column 5
[0.027791872161559]
mu =
Columns 1 through 3
[-0.012002044417057] [-0.942345901525989] [1.679097757988423]
Columns 4 through 5
[0.572832128797502] [3.244261629322100]
sigma2 =
Columns 1 through 4
[0.086252468577724] [0.043859997609230] [0.267701647521095] [0.074253910126573]
Column 5
[0.436483912138381]
likelihood error: 113.4938
current f = [-2.9e-11 9.5e-11 5.8e-11]
w =
0.439226630615391
-0.339884994345694
0.831599758042821
pic =
Columns 1 through 4
[0.248123437863707] [0.380540318238206] [0.067453301419854] [0.276091070316674]
Column 5
[0.027791872161559]
mu =
Columns 1 through 3
[-0.012062030861229] [-0.941697693217507] [1.680190355607852]
Columns 4 through 5
[0.571357750581643] [3.247916583342166]
sigma2 =
Columns 1 through 4
[0.085813812800276] [0.043965591384962] [0.268813623482327] [0.074202835691488]
Column 5
[0.437591307019264]
likelihood error: 1.136
current f = [-2.9e-10 -3.6e-11 -7.3e-11]
w =
0.439259309833165
-0.339849923452767
0.831596830353532
pic =
Columns 1 through 4
[0.248123437863707] [0.380540318238206] [0.067453301419854] [0.276091070316674]
Column 5
[0.027791872161559]
mu =
Columns 1 through 3
[-0.012060572675892] [-0.941628271424528] [1.680319321658287]
Columns 4 through 5
[0.571189652215513] [3.248309924009835]
sigma2 =
Columns 1 through 4
[0.085757388485807] [0.043979934486629] [0.268928815499951] [0.074202931549849]
Column 5
[0.437709254140130]
likelihood error: 0.0084692
current f = [4.4e-11 -2.2e-11 -1e-10]
w =
0.439263135863728
-0.339845834274901
0.831596480510327
pic =
Columns 1 through 4
[0.248123437863707] [0.380540318238206] [0.067453301419854] [0.276091070316674]
Column 5
[0.027791872161559]
mu =
Columns 1 through 3
[-0.012060313311065] [-0.941620225347951] [1.680334401229351]
Columns 4 through 5
[0.571170054889060] [3.248355522566927]
sigma2 =
Columns 1 through 4
[0.085750742714557] [0.043981633018765] [0.268942121892402] [0.074203010727247]
Column 5
[0.437722914920536]
likelihood error: 0.00048845
current f = [4.4e-11 -2.2e-11 -1e-10]
w =
0.439263135863728
-0.339845834274901
0.831596480510327
pic =
Columns 1 through 4
[0.248123437863707] [0.380540318238206] [0.067453301419854] [0.276091070316674]
Column 5
[0.027791872161559]
mu =
Columns 1 through 3
[-0.012060313311065] [-0.941620225347951] [1.680334401229351]
Columns 4 through 5
[0.571170054889060] [3.248355522566927]
sigma2 =
Columns 1 through 4
[0.085750742714557] [0.043981633018765] [0.268942121892402] [0.074203010727247]
Column 5
[0.437722914920536]
Likelihood error: 145.0772
current f = [1.6e-10 -1.9e-10 3.9e-10]
w =
0.440965505857701
-0.336826950500628
0.831923691248249
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013562628530164] [-0.943256274737700] [1.672100667163152]
Columns 4 through 5
[0.566827828543442] [3.248145150919900]
sigma2 =
Columns 1 through 4
[0.089362460444159] [0.043459226120400] [0.278079915010642] [0.075623457006386]
Column 5
[0.441012020753770]
likelihood error: 92.8603
current f = [3.1e-10 -2.5e-10 3.1e-10]
w =
0.441218458826251
-0.336541407409753
0.831905134429192
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013629591117438] [-0.942655289868613] [1.673096143415847]
Columns 4 through 5
[0.565480904595277] [3.251493812620352]
sigma2 =
Columns 1 through 4
[0.088936652343358] [0.043560159003010] [0.279130989627761] [0.075576904642931]
Column 5
[0.442027172439032]
likelihood error: 0.72263
current f = [2.9e-11 -7.3e-11 1.9e-10]
w =
0.441248439836820
-0.336508873753446
0.831902393449352
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013630146019144] [-0.942590727374146] [1.673213150085120]
Columns 4 through 5
[0.565327550990739] [3.251855302959391]
sigma2 =
Columns 1 through 4
[0.088882725071183] [0.043573532066718] [0.279240881831465] [0.075576656747888]
Column 5
[0.442135605872608]
likelihood error: 0.017988
current f = [2.9e-10 -2.5e-10 3.9e-10]
w =
0.441251932748299
-0.336505097089684
0.831902068442287
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013630136205037] [-0.942583272616180] [1.673226767470354]
Columns 4 through 5
[0.565309749996849] [3.251897049965207]
sigma2 =
Columns 1 through 4
[0.088876410077630] [0.043575105664664] [0.279253537164865] [0.075576685083030]
Column 5
[0.442148117357968]
likelihood error: 0.0032948
current f = [-1e-10 8e-11 -1e-10]
w =
0.441252339058902
-0.336504657918802
0.831902030574512
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013630134272982] [-0.942582406137113] [1.673228351297421]
Columns 4 through 5
[0.565307679997416] [3.251901902138015]
sigma2 =
Columns 1 through 4
[0.088875675208705] [0.043575288900200] [0.279255007765824] [0.075576689049531]
Column 5
[0.442149571463814]
likelihood error: 0.00039782
current f = [-1e-10 8e-11 -1e-10]
w =
0.441252339058902
-0.336504657918802
0.831902030574512
pic =
Columns 1 through 4
[0.249038114381235] [0.378861196055605] [0.068341611135757] [0.276053409952532]
Column 5
[0.027705668474870]
mu =
Columns 1 through 3
[-0.013630134272982] [-0.942582406137113] [1.673228351297421]
Columns 4 through 5
[0.565307679997416] [3.251901902138015]
sigma2 =
Columns 1 through 4
[0.088875675208705] [0.043575288900200] [0.279255007765824] [0.075576689049531]
Column 5
[0.442149571463814]
Likelihood error: 114.6378
current f = [1.2e-10 2.9e-11 2.9e-11]
w =
0.442820407391845
-0.333760494137142
0.832174272223464
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015320457501605] [-0.944164891041261] [1.665902957710551]
Columns 4 through 5
[0.561311790830553] [3.252770822632083]
sigma2 =
Columns 1 through 4
[0.092283152672149] [0.043072109474619] [0.287381516174689] [0.076802865625880]
Column 5
[0.444073701538486]
likelihood error: 77.3002
current f = [2.5e-10 -1.2e-10 3.6e-10]
w =
0.443049846916743
-0.333499391537921
0.832156829564529
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015392759840253] [-0.943615338086982] [1.666795478407485]
Columns 4 through 5
[0.560099838543786] [3.255798717842482]
sigma2 =
Columns 1 through 4
[0.091881553398301] [0.043166045600326] [0.288358298841955] [0.076760191710950]
Column 5
[0.444989104598630]
likelihood error: 0.43382
current f = [1.2e-10 -2.8e-10 3.8e-10]
w =
0.443076903603886
-0.333469715828190
0.832154316288908
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015394785979442] [-0.943556341742720] [1.666900112211795]
Columns 4 through 5
[0.559962135999686] [3.256125694963679]
sigma2 =
Columns 1 through 4
[0.091831087096284] [0.043178279505545] [0.288460729042209] [0.076759685809384]
Column 5
[0.445086819957513]
likelihood error: 0.033572
current f = [-1.2e-10 2.5e-10 -3.2e-10]
w =
0.443080042993964
-0.333466283888439
0.832154020004770
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015394956923512] [-0.943549553360903] [1.666912242904404]
Columns 4 through 5
[0.559946211253677] [3.256163327896573]
sigma2 =
Columns 1 through 4
[0.091825203456500] [0.043179711641557] [0.288472488939414] [0.076759675418588]
Column 5
[0.445098055749172]
likelihood error: 0.0048653
current f = [-2.9e-11 6.5e-11 1.2e-10]
w =
0.443080406738740
-0.333465886366770
0.832153985626373
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015394976065392] [-0.943548767398491] [1.666913648274180]
Columns 4 through 5
[0.559944366681145] [3.256167684957103]
sigma2 =
Columns 1 through 4
[0.091824521513171] [0.043179877725739] [0.288473850239631] [0.076759674770038]
Column 5
[0.445099356527846]
likelihood error: 0.00057541
current f = [-2.9e-11 6.5e-11 1.2e-10]
w =
0.443080406738740
-0.333465886366770
0.832153985626373
pic =
Columns 1 through 4
[0.249937931473452] [0.377224321662160] [0.069180432067141] [0.276052645785648]
Column 5
[0.027604669011597]
mu =
Columns 1 through 3
[-0.015394976065392] [-0.943548767398491] [1.666913648274180]
Columns 4 through 5
[0.559944366681145] [3.256167684957103]
sigma2 =
Columns 1 through 4
[0.091824521513171] [0.043179877725739] [0.288473850239631] [0.076759674770038]
Column 5
[0.445099356527846]
Likelihood error: 93.5612
current f = [8.7e-11 -1.2e-10 1.6e-10]
w =
0.444497547661129
-0.330987109498796
0.832387808337481
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017189036718269] [-0.945056195209661] [1.660336811392756]
Columns 4 through 5
[0.556231614571515] [3.257862949591050]
sigma2 =
Columns 1 through 4
[0.095061736228969] [0.042704890371059] [0.295837405974804] [0.077839780933206]
Column 5
[0.446001255755857]
likelihood error: 65.0294
current f = [3.6e-10 -2.8e-10 3.8e-10]
w =
0.444703348519928
-0.330750846462054
0.832371797563925
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017263988820410] [-0.944558483721189] [1.661129392511994]
Columns 4 through 5
[0.555151304416593] [3.260577570712528]
sigma2 =
Columns 1 through 4
[0.094689536235128] [0.042790911793501] [0.296734355411034] [0.077800655041280]
Column 5
[0.446817686157455]
likelihood error: 0.23667
current f = [2.9e-11 -2.2e-11 2.9e-11]
w =
0.444727519166607
-0.330724060207215
0.832369527130812
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017266996087794] [-0.944505174121123] [1.661222163994885]
Columns 4 through 5
[0.555028819688829] [3.260870495400359]
sigma2 =
Columns 1 through 4
[0.094642956499316] [0.042801967544541] [0.296828438349930] [0.077799961362880]
Column 5
[0.446904653235115]
likelihood error: 0.041239
current f = [-7.3e-11 -4.4e-11 -8.7e-11]
w =
0.444730313841130
-0.330720972641672
0.832369260728505
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017267287943697] [-0.944499059493656] [1.661232884137917]
Columns 4 through 5
[0.555014701082627] [3.260904106727697]
sigma2 =
Columns 1 through 4
[0.094637545663938] [0.042803256073522] [0.296839208829523] [0.077799921925070]
Column 5
[0.446914621810632]
likelihood error: 0.005548
current f = [1.2e-10 6.5e-11 -1.5e-11]
w =
0.444730636534133
-0.330720616227179
0.832369229927596
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017267321079800] [-0.944498353936076] [1.661234121857273]
Columns 4 through 5
[0.555013071283803] [3.260907985047199]
sigma2 =
Columns 1 through 4
[0.094636920683125] [0.042803404975674] [0.296840451411548] [0.077799917829818]
Column 5
[0.446915771980583]
likelihood error: 0.00064991
current f = [1.2e-10 6.5e-11 -1.5e-11]
w =
0.444730636534133
-0.330720616227179
0.832369229927596
pic =
Columns 1 through 4
[0.250801742539835] [0.375645083417438] [0.069976122536405] [0.276084885482645]
Column 5
[0.027492166023676]
mu =
Columns 1 through 3
[-0.017267321079800] [-0.944498353936076] [1.661234121857273]
Columns 4 through 5
[0.555013071283803] [3.260907985047199]
sigma2 =
Columns 1 through 4
[0.094636920683125] [0.042803404975674] [0.296840451411548] [0.077799917829818]
Column 5
[0.446915771980583]
Likelihood error: 77.6951
current f = [-7.3e-11 -2.9e-11 3.3e-10]
w =
0.445996883085408
-0.328492740954135
0.832573900274650
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019110334578850] [-0.945920654223531] [1.655293807387748]
Columns 4 through 5
[0.551541071771163] [3.263250198847548]
sigma2 =
Columns 1 through 4
[0.097726043759216] [0.042360459045927] [0.303618283006277] [0.078766738444170]
Column 5
[0.447039278342163]
likelihood error: 55.1271
current f = [4.4e-11 7.3e-12 1e-10]
w =
0.446180155544279
-0.328280450658346
0.832559436024862
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019185391573153] [-0.945472989603027] [1.655993463801191]
Columns 4 through 5
[0.550583879489850] [3.265670216610073]
sigma2 =
Columns 1 through 4
[0.097385014107178] [0.042438400660946] [0.304434948411066] [0.078730907381730]
Column 5
[0.447761982671417]
likelihood error: 0.10582
current f = [-7.3e-11 1.5e-11 -1.5e-10]
w =
0.446201606195724
-0.328256438913569
0.832557407594297
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019188984766256] [-0.945425178556608] [1.656075282974918]
Columns 4 through 5
[0.550475568330274] [3.265931043558292]
sigma2 =
Columns 1 through 4
[0.097342432570784] [0.042448309509676] [0.304520531289690] [0.078730080943659]
Column 5
[0.447838761258564]
likelihood error: 0.043614
current f = [0 -5.1e-11 1e-10]
w =
0.446204078644789
-0.328253679321016
0.832557170537237
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019189350133442] [-0.945419710426715] [1.656084710190394]
Columns 4 through 5
[0.550463119917247] [3.265960889859728]
sigma2 =
Columns 1 through 4
[0.097337501674335] [0.042449459899839] [0.304530302630070] [0.078730020043634]
Column 5
[0.447847536942788]
likelihood error: 0.0056502
current f = [3.6e-10 -2.6e-10 1.7e-10]
w =
0.446204363258373
-0.328253361733606
0.832557143215875
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019189391713168] [-0.945419081374395] [1.656085795326741]
Columns 4 through 5
[0.550461687280115] [3.265964323381509]
sigma2 =
Columns 1 through 4
[0.097336933874496] [0.042449592420617] [0.304531426560683] [0.078730013410458]
Column 5
[0.447848546423116]
likelihood error: 0.00065777
current f = [3.6e-10 -2.6e-10 1.7e-10]
w =
0.446204363258373
-0.328253361733606
0.832557143215875
pic =
Columns 1 through 4
[0.251617270036539] [0.374131790123576] [0.070733655104545] [0.276146990281616]
Column 5
[0.027370294453722]
mu =
Columns 1 through 3
[-0.019189391713168] [-0.945419081374395] [1.656085795326741]
Columns 4 through 5
[0.550461687280115] [3.265964323381509]
sigma2 =
Columns 1 through 4
[0.097336933874496] [0.042449592420617] [0.304531426560683] [0.078730013410458]
Column 5
[0.447848546423116]
Likelihood error: 65.2187
current f = [-2.9e-11 -5.1e-11 -2.9e-11]
w =
0.447327757115863
-0.326258633090615
0.832738363501728
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021045571267598] [-0.946752868295464] [1.650699183570857]
Columns 4 through 5
[0.547199724251194] [3.268824656245040]
sigma2 =
Columns 1 through 4
[0.100293460871111] [0.042039582864467] [0.310852359551382] [0.079606496765866]
Column 5
[0.447370076157715]
likelihood error: 47.0386
current f = [-1.7e-10 -7.3e-12 -3.8e-10]
w =
0.447490195947171
-0.326068797269594
0.832725443335510
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021118723794183] [-0.946352211946213] [1.651314526164128]
Columns 4 through 5
[0.546354877949700] [3.270973978412236]
sigma2 =
Columns 1 through 4
[0.099983429038651] [0.042109690882377] [0.311591450702824] [0.079573718298053]
Column 5
[0.448006529787774]
likelihood error: 0.022026
current f = [2.2e-10 8e-11 2.3e-10]
w =
0.447509150489692
-0.326047372629570
0.832723646253276
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021122604370292] [-0.946309551719736] [1.651386449480115]
Columns 4 through 5
[0.546259448392509] [3.271205327346895]
sigma2 =
Columns 1 through 4
[0.099944769998269] [0.042118521388584] [0.311668796225072] [0.079572801912842]
Column 5
[0.448073955160863]
likelihood error: 0.042694
current f = [2.9e-10 -1.5e-10 4.7e-10]
w =
0.447511329061274
-0.326044916968441
0.832723436971037
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021123007757519] [-0.946304685576086] [1.651394714895896]
Columns 4 through 5
[0.546248509521095] [3.271231734337802]
sigma2 =
Columns 1 through 4
[0.099940305858670] [0.042119543021143] [0.311677605390803] [0.079572725511494]
Column 5
[0.448081641731551]
likelihood error: 0.0054027
current f = [2.9e-11 -2.9e-11 2.2e-10]
w =
0.447511579149507
-0.326044635138011
0.832723412919823
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021123053657035] [-0.946304127312492] [1.651395663680125]
Columns 4 through 5
[0.546247254078600] [3.271234763902944]
sigma2 =
Columns 1 through 4
[0.099939793234823] [0.042119660373989] [0.311678615887076] [0.079572717050660]
Column 5
[0.448082523507833]
likelihood error: 0.00062597
current f = [2.9e-11 -2.9e-11 2.2e-10]
w =
0.447511579149507
-0.326044635138011
0.832723412919823
pic =
Columns 1 through 4
[0.252378423588092] [0.372688000943728] [0.071457022845638] [0.276235996785556]
Column 5
[0.027240555836984]
mu =
Columns 1 through 3
[-0.021123053657035] [-0.946304127312492] [1.651395663680125]
Columns 4 through 5
[0.546247254078600] [3.271234763902944]
sigma2 =
Columns 1 through 4
[0.099939793234823] [0.042119660373989] [0.311678615887076] [0.079572717050660]
Column 5
[0.448082523507833]
Likelihood error: 55.183
current f = [1.9e-10 6.5e-11 -2.5e-10]
w =
0.448503757561556
-0.324263601785349
0.832885043694721
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.022969094078606] [-0.947550074495867] [1.646498484768047]
Columns 4 through 5
[0.543171832435776] [3.274518920044648]
sigma2 =
Columns 1 through 4
[0.102775420019096] [0.041741785272984] [0.317637539566283] [0.080375348210094]
Column 5
[0.447131061553526]
likelihood error: 40.3867
current f = [-7.3e-11 -1.2e-10 5.8e-11]
w =
0.448647292207870
-0.324094396156699
0.832873597597122
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.023038926174050] [-0.947192744683725] [1.647038494173498]
Columns 4 through 5
[0.542427893194897] [3.276423326731321]
sigma2 =
Columns 1 through 4
[0.102495106261153] [0.041804527987380] [0.318303617982054] [0.080345379615986]
Column 5
[0.447689637985231]
likelihood error: 0.029092
current f = [-1e-10 1.1e-10 2.9e-11]
w =
0.448663994950962
-0.324075339123478
0.832872015502169
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.023042879594685] [-0.947154812246972] [1.647101598086411]
Columns 4 through 5
[0.542343992347122] [3.276628044834101]
sigma2 =
Columns 1 through 4
[0.102460182961418] [0.041812367005025] [0.318373215634426] [0.080344406665240]
Column 5
[0.447748648049241]
likelihood error: 0.039892
current f = [-5.8e-11 3.6e-11 3.1e-10]
w =
0.448665909726116
-0.324073160226817
0.832871831838634
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.023043295587845] [-0.947150495933310] [1.647108832662589]
Columns 4 through 5
[0.542334398362143] [3.276651358295261]
sigma2 =
Columns 1 through 4
[0.102456160525811] [0.041813271056654] [0.318381124345546] [0.080344319472143]
Column 5
[0.447755359128884]
likelihood error: 0.0049661
current f = [7.3e-11 -4.4e-11 1.7e-10]
w =
0.448666128970982
-0.324072910794084
0.832871810787016
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.023043342874155] [-0.947150001998490] [1.647109661013015]
Columns 4 through 5
[0.542333300060247] [3.276654026232194]
sigma2 =
Columns 1 through 4
[0.102455699803448] [0.041813374631286] [0.318382029275363] [0.080344309742141]
Column 5
[0.447756127060971]
likelihood error: 0.00057314
current f = [7.3e-11 -4.4e-11 1.7e-10]
w =
0.448666128970982
-0.324072910794084
0.832871810787016
pic =
Columns 1 through 4
[0.253083086637377] [0.371314224625971] [0.072149581814710] [0.276349051713257]
Column 5
[0.027104055208683]
mu =
Columns 1 through 3
[-0.023043342874155] [-0.947150001998490] [1.647109661013015]
Columns 4 through 5
[0.542333300060247] [3.276654026232194]
sigma2 =
Columns 1 through 4
[0.102455699803448] [0.041813374631286] [0.318382029275363] [0.080344309742141]
Column 5
[0.447756127060971]
Likelihood error: 47.0119
current f = [-1.2e-10 -2.2e-11 2.6e-10]
w =
0.449540005305442
-0.322485618727910
0.833016692115866
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024864322210534] [-0.948311208025129] [1.642650044069375]
Columns 4 through 5
[0.539425635243904] [3.280291886016554]
sigma2 =
Columns 1 through 4
[0.105179940787649] [0.041465889289584] [0.324049686744697] [0.081085232544048]
Column 5
[0.446426708926426]
likelihood error: 34.8927
current f = [1.5e-10 -6.5e-11 1.6e-10]
w =
0.449666606278831
-0.322335114433259
0.833006612939523
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024929941872933] [-0.947993264774182] [1.643123438087042]
Columns 4 through 5
[0.538771353747593] [3.281977098622466]
sigma2 =
Columns 1 through 4
[0.104927456008123] [0.041521845976580] [0.324648289722666] [0.081057834470920]
Column 5
[0.446915893460107]
likelihood error: 0.05807
current f = [-3.1e-10 8.7e-11 -1.7e-10]
w =
0.449681301402173
-0.322318196310944
0.833005226571903
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024933821295504] [-0.947959611060600] [1.643178755120740]
Columns 4 through 5
[0.538697664809677] [3.282158024510022]
sigma2 =
Columns 1 through 4
[0.104896018992963] [0.041528787320944] [0.324710741266901] [0.081056830996334]
Column 5
[0.446967433332388]
likelihood error: 0.036163
current f = [1.5e-11 8.7e-11 0]
w =
0.449682981969918
-0.322316266404569
0.833005066093635
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024934232487942] [-0.947955790281427] [1.643185082929283]
Columns 4 through 5
[0.538689257528465] [3.282178584435640]
sigma2 =
Columns 1 through 4
[0.104892406696420] [0.041529585516640] [0.324717822923076] [0.081056736737734]
Column 5
[0.446973281792911]
likelihood error: 0.0044469
current f = [2.8e-10 2.9e-11 2.3e-10]
w =
0.449683173941714
-0.322316045995603
0.833005047744291
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024934279165511] [-0.947955354077528] [1.643185805751279]
Columns 4 through 5
[0.538688297342050] [3.282180931774905]
sigma2 =
Columns 1 through 4
[0.104891993931995] [0.041529676741649] [0.324718631331992] [0.081056726178452]
Column 5
[0.446973949452565]
likelihood error: 0.00051149
current f = [2.8e-10 2.9e-11 2.3e-10]
w =
0.449683173941714
-0.322316045995603
0.833005047744291
pic =
Columns 1 through 4
[0.253731704477878] [0.370009010376976] [0.072814228710191] [0.276483416409173]
Column 5
[0.026961640025780]
mu =
Columns 1 through 3
[-0.024934279165511] [-0.947955354077528] [1.643185805751279]
Columns 4 through 5
[0.538688297342050] [3.282180931774905]
sigma2 =
Columns 1 through 4
[0.104891993931995] [0.041529676741649] [0.324718631331992] [0.081056726178452]
Column 5
[0.446973949452565]
Likelihood error: 40.3122
current f = [-5.8e-11 5.8e-11 4.4e-11]
w =
0.450451695590175
-0.320902886677237
0.833135407519181
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026721001864956] [-0.949036308208744] [1.639120622688276]
Columns 4 through 5
[0.535932818278353] [3.286119614677080]
sigma2 =
Columns 1 through 4
[0.107513119640400] [0.041210351521167] [0.330148396317169] [0.081745114909467]
Column 5
[0.445337068996130]
likelihood error: 30.3407
current f = [2.9e-11 2.2e-11 1.6e-10]
w =
0.450563266555369
-0.320769170069518
0.833126570434451
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026781934103644] [-0.948753800736821] [1.639535537267585]
Columns 4 through 5
[0.535357590732590] [3.287610198865443]
sigma2 =
Columns 1 through 4
[0.107286274047782] [0.041260144630484] [0.330685457994141] [0.081720057134690]
Column 5
[0.445765006011534]
likelihood error: 0.07247
current f = [-4.4e-11 -3.6e-11 -1.5e-10]
w =
0.450576186825106
-0.320754166222956
0.833125359544867
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026785644709939] [-0.948723979928224] [1.639584024599321]
Columns 4 through 5
[0.535292882252355] [3.287770035581861]
sigma2 =
Columns 1 through 4
[0.107258042873459] [0.041266282242417] [0.330741407241537] [0.081719043347865]
Column 5
[0.445809976400631]
likelihood error: 0.032123
current f = [4.4e-11 -2.1e-10 3.2e-10]
w =
0.450577661091480
-0.320752458355665
0.833125219750387
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026786039799263] [-0.948720601451907] [1.639589559670345]
Columns 4 through 5
[0.535285515083645] [3.287788162673021]
sigma2 =
Columns 1 through 4
[0.107254806149950] [0.041266986116127] [0.330747739034003] [0.081718944959130]
Column 5
[0.445815068781946]
likelihood error: 0.0039119
current f = [1e-10 -1.2e-10 3.3e-10]
w =
0.450577829124453
-0.320752263734464
0.833125203802355
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026786084581992] [-0.948720216588899] [1.639590190547628]
Columns 4 through 5
[0.535284675537246] [3.287790227739715]
sigma2 =
Columns 1 through 4
[0.107254437121065] [0.041267066378905] [0.330748460267725] [0.081718933915544]
Column 5
[0.445815648856951]
likelihood error: 0.00044862
current f = [1e-10 -1.2e-10 3.3e-10]
w =
0.450577829124453
-0.320752263734464
0.833125203802355
pic =
Columns 1 through 4
[0.254326365575711] [0.368769659791321] [0.073453502985285] [0.276636488352539]
Column 5
[0.026813983295142]
mu =
Columns 1 through 3
[-0.026786084581992] [-0.948720216588899] [1.639590190547628]
Columns 4 through 5
[0.535284675537246] [3.287790227739715]
sigma2 =
Columns 1 through 4
[0.107254437121065] [0.041267066378905] [0.330748460267725] [0.081718933915544]
Column 5
[0.445815648856951]
Likelihood error: 34.7935
current f = [2.9e-11 1.4e-10 2e-10]
w =
0.451253315412131
-0.319494541514541
0.833242871719869
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028533320566305] [-0.949726139519911] [1.635882799365999]
Columns 4 through 5
[0.532668090630170] [3.291989328492177]
sigma2 =
Columns 1 through 4
[0.109780033370186] [0.040973464767476] [0.335981109067484] [0.082361898508868]
Column 5
[0.443923951737968]
likelihood error: 26.5592
current f = [2.8e-10 -1.3e-10 2.8e-10]
w =
0.451351634666505
-0.319375785060796
0.833235146762710
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028589400661401] [-0.949475262553232] [1.636246642083445]
Columns 4 through 5
[0.532162184760318] [3.293308099868020]
sigma2 =
Columns 1 through 4
[0.109576532755110] [0.041017717861954] [0.336462584529777] [0.082338964024029]
Column 5
[0.444298199400355]
likelihood error: 0.077612
current f = [5.8e-11 -8.7e-11 7.3e-11]
w =
0.451362995505377
-0.319362482547193
0.833234091375112
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028592886169614] [-0.949448849337617] [1.636289167839253]
Columns 4 through 5
[0.532105333478531] [3.293449349494444]
sigma2 =
Columns 1 through 4
[0.109551217109887] [0.041023141736985] [0.336512674350794] [0.082337955420815]
Column 5
[0.444337430400252]
likelihood error: 0.028148
current f = [1.5e-10 -2.4e-10 4.8e-10]
w =
0.451364289094296
-0.319360971392360
0.833233969831842
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028593258354016] [-0.949445862834878] [1.636294012922651]
Columns 4 through 5
[0.532098873625475] [3.293465338519023]
sigma2 =
Columns 1 through 4
[0.109548320720342] [0.041023762202737] [0.336518332516459] [0.082337855190728]
Column 5
[0.444341864193675]
likelihood error: 0.0034005
current f = [1e-10 -1.5e-10 2.6e-10]
w =
0.451364436227513
-0.319360799543674
0.833233955995461
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028593300475546] [-0.949445523323737] [1.636294564015299]
Columns 4 through 5
[0.532098138994836] [3.293467156281470]
sigma2 =
Columns 1 through 4
[0.109547991181840] [0.041023832804198] [0.336518975701066] [0.082337843930618]
Column 5
[0.444342368211927]
likelihood error: 0.00038893
current f = [1e-10 -1.5e-10 2.6e-10]
w =
0.451364436227513
-0.319360799543674
0.833233955995461
pic =
Columns 1 through 4
[0.254870195319243] [0.367592695996457] [0.074069651268755] [0.276805822838371]
Column 5
[0.026661634577172]
mu =
Columns 1 through 3
[-0.028593300475546] [-0.949445523323737] [1.636294564015299]
Columns 4 through 5
[0.532098138994836] [3.293467156281470]
sigma2 =
Columns 1 through 4
[0.109547991181840] [0.041023832804198] [0.336518975701066] [0.082337843930618]
Column 5
[0.444342368211927]
Likelihood error: 30.2317
current f = [2e-10 -1.7e-10 4.9e-10]
w =
0.451958242835356
-0.318241083470864
0.833340482350685
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030298599110451] [-0.950381947807599] [1.632913353887029]
Columns 4 through 5
[0.529608829364063] [3.297895411736116]
sigma2 =
Columns 1 through 4
[0.111985303058762] [0.040753478110682] [0.341586090190152] [0.082941037386985]
Column 5
[0.442235465048302]
likelihood error: 23.4106
current f = [2.3e-10 -2.2e-10 6.7e-10]
w =
0.452044934441224
-0.318135585991118
0.833333742369838
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030349880331723] [-0.950159135862177] [1.633232755359686]
Columns 4 through 5
[0.529163475027830] [3.299063152356160]
sigma2 =
Columns 1 through 4
[0.111802874253123] [0.040792790058922] [0.342017718583975] [0.082920024520838]
Column 5
[0.442562879589992]
likelihood error: 0.077158
current f = [1.5e-10 -2.1e-10 6.1e-10]
w =
0.452054931211007
-0.318123787735422
0.833332823573321
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030353112058436] [-0.950135735128995] [1.633270094902970]
Columns 4 through 5
[0.529113473702651] [3.299188086744422]
sigma2 =
Columns 1 through 4
[0.111780187945982] [0.040797583939521] [0.342062565129463] [0.082919032746732]
Column 5
[0.442597119458207]
likelihood error: 0.024449
current f = [-3.2e-10 -2.2e-11 2.9e-11]
w =
0.452056067216626
-0.318122450010279
0.833332718001697
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030353457751781] [-0.950133094165427] [1.633274341293979]
Columns 4 through 5
[0.529107802735177] [3.299202203859684]
sigma2 =
Columns 1 through 4
[0.111777597506699] [0.040798131059048] [0.342067622164781] [0.082918932432043]
Column 5
[0.442600982052713]
likelihood error: 0.0029338
current f = [1.5e-10 -3.4e-10 4.5e-10]
w =
0.452056196173100
-0.318122298180411
0.833332706007584
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030353496814869] [-0.950132794517639] [1.633274823349055]
Columns 4 through 5
[0.529107159073453] [3.299203805708505]
sigma2 =
Columns 1 through 4
[0.111777303356469] [0.040798193190185] [0.342068195908334] [0.082918921160005]
Column 5
[0.442601420289679]
likelihood error: 0.00033472
current f = [1.5e-10 -3.4e-10 4.5e-10]
w =
0.452056196173100
-0.318122298180411
0.833332706007584
pic =
Columns 1 through 4
[0.255366953823922] [0.366474173254764] [0.074664671688645] [0.276989148994821]
Column 5
[0.026505052237846]
mu =
Columns 1 through 3
[-0.030353496814869] [-0.950132794517639] [1.633274823349055]
Columns 4 through 5
[0.529107159073453] [3.299203805708505]
sigma2 =
Columns 1 through 4
[0.111777303356469] [0.040798193190185] [0.342068195908334] [0.082918921160005]
Column 5
[0.442601420289679]
Likelihood error: 26.4497
current f = [2e-10 -6.5e-11 5.4e-10]
w =
0.452578569864875
-0.317124613856520
0.833429431556997
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032016379119404] [-0.951005301904125] [1.630192230504268]
Columns 4 through 5
[0.526734769008534] [3.303836729566865]
sigma2 =
Columns 1 through 4
[0.114133454952302] [0.040548665258766] [0.346994612827255] [0.083486952982200]
Column 5
[0.440309367858104]
likelihood error: 20.7835
current f = [8.7e-11 -1.4e-10 1.3e-10]
w =
0.452655093018188
-0.317030820898051
0.833423557001723
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032063058689759] [-0.950807280830067] [1.630473052162428]
Columns 4 through 5
[0.526342168306657] [3.304872098903163]
sigma2 =
Columns 1 through 4
[0.113969924495797] [0.040583595116429] [0.347381775690142] [0.083467676120713]
Column 5
[0.440596068239299]
likelihood error: 0.07357
current f = [3.2e-10 -2e-10 2.5e-10]
w =
0.452663900268418
-0.317020347668396
0.833422757403464
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032066027027313] [-0.950786532476260] [1.630505890107885]
Columns 4 through 5
[0.526298124898608] [3.304982752064181]
sigma2 =
Columns 1 through 4
[0.113949594461569] [0.040587835331936] [0.347421953707777] [0.083466709679011]
Column 5
[0.440625981018615]
likelihood error: 0.021132
current f = [1.2e-10 -8e-11 1.7e-10]
w =
0.452664899219917
-0.317019162312405
0.833422665723080
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032066344865529] [-0.950784194965252] [1.630509618070054]
Columns 4 through 5
[0.526293138407205] [3.304995234475578]
sigma2 =
Columns 1 through 4
[0.113947277412795] [0.040588318208810] [0.347426476831151] [0.083466610599843]
Column 5
[0.440629349611567]
likelihood error: 0.0025209
current f = [-1.2e-10 3.6e-11 -1.3e-10]
w =
0.452665012408512
-0.317019028023815
0.833422655326837
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032066380726413] [-0.950783930233125] [1.630510040493716]
Columns 4 through 5
[0.526292573474641] [3.304996648252148]
sigma2 =
Columns 1 through 4
[0.113947014794631] [0.040588372941177] [0.347426989065184] [0.083466599468891]
Column 5
[0.440629731102357]
likelihood error: 0.00028697
current f = [-1.2e-10 3.6e-11 -1.3e-10]
w =
0.452665012408512
-0.317019028023815
0.833422655326837
pic =
Columns 1 through 4
[0.255820770208886] [0.365409879695823] [0.075240346816684] [0.277184378726109]
Column 5
[0.026344624552497]
mu =
Columns 1 through 3
[-0.032066380726413] [-0.950783930233125] [1.630510040493716]
Columns 4 through 5
[0.526292573474641] [3.304996648252148]
sigma2 =
Columns 1 through 4
[0.113947014794631] [0.040588372941177] [0.347426989065184] [0.083466599468891]
Column 5
[0.440629731102357]
Likelihood error: 23.3057
current f = [-3.1e-10 9.5e-11 -2.9e-10]
w =
0.453125058462449
-0.316128934245580
0.833510754775340
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033687785818619] [-0.951597989299953] [1.627701848916718]
Columns 4 through 5
[0.524027723332607] [3.309814834153880]
sigma2 =
Columns 1 through 4
[0.116229157237295] [0.040357360523906] [0.352232574824527] [0.084003320707438]
Column 5
[0.438175558086910]
likelihood error: 18.5882
current f = [8.7e-11 -2e-10 1.5e-10]
w =
0.453192708106727
-0.316045445413990
0.833505636304857
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033730148414078] [-0.951421798467643] [1.627949222704601]
Columns 4 through 5
[0.523681013498723] [3.310734400898755]
sigma2 =
Columns 1 through 4
[0.116082498207524] [0.040388419584985] [0.352580219413354] [0.083985610189011]
Column 5
[0.438426939399681]
likelihood error: 0.068458
current f = [-7.3e-11 2.9e-11 4.5e-10]
w =
0.453200480022370
-0.316036136375332
0.833504940244776
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033732856394996] [-0.951403379015219] [1.627978158156218]
Columns 4 through 5
[0.523642145466209] [3.310832574383780]
sigma2 =
Columns 1 through 4
[0.116064269967113] [0.040392174640395] [0.352616254786573] [0.083984675041811]
Column 5
[0.438453107656656]
likelihood error: 0.018232
current f = [-7.3e-11 -1.8e-10 1e-10]
w =
0.453201359975893
-0.316035084574728
0.833504860594015
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033733146489581] [-0.951401307323980] [1.627981437670374]
Columns 4 through 5
[0.523637752211163] [3.310843631377026]
sigma2 =
Columns 1 through 4
[0.116062196143856] [0.040392601395497] [0.352620305204207] [0.083984578163414]
Column 5
[0.438456049710061]
likelihood error: 0.0021638
current f = [0 -2.5e-10 1.9e-10]
w =
0.453201459506563
-0.316034965624129
0.833504851578008
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033733179171642] [-0.951401073103397] [1.627981808632080]
Columns 4 through 5
[0.523637255353691] [3.310844881545052]
sigma2 =
Columns 1 through 4
[0.116061961505839] [0.040392649680525] [0.352620763114373] [0.083984567284856]
Column 5
[0.438456382319231]
likelihood error: 0.00024579
current f = [0 -2.5e-10 1.9e-10]
w =
0.453201459506563
-0.316034965624129
0.833504851578008
pic =
Columns 1 through 4
[0.256235969820523] [0.364395467353739] [0.075798269751178] [0.277389609040208]
Column 5
[0.026180684034350]
mu =
Columns 1 through 3
[-0.033733179171642] [-0.951401073103397] [1.627981808632080]
Columns 4 through 5
[0.523637255353691] [3.310844881545052]
sigma2 =
Columns 1 through 4
[0.116061961505839] [0.040392649680525] [0.352620763114373] [0.083984567284856]
Column 5
[0.438456382319231]
Likelihood error: 20.686
current f = [1.3e-10 1.8e-10 5.8e-11]
w =
0.453607175166394
-0.315239550773211
0.833585362315023
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035315085225914] [-0.952161946233990] [1.625426629436463]
Columns 4 through 5
[0.521471332320495] [3.315832774907079]
sigma2 =
Columns 1 through 4
[0.118277381072155] [0.040177974591758] [0.357321706396952] [0.084493269550964]
Column 5
[0.435857924948523]
likelihood error: 16.7522
current f = [1e-10 8e-11 -1.5e-11]
w =
0.453667089367877
-0.315165118567818
0.833580901930108
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035353461577290] [-0.952004940921606] [1.625645014447884]
Columns 4 through 5
[0.521164522284199] [3.316651121471541]
sigma2 =
Columns 1 through 4
[0.118145738036950] [0.040205623245853] [0.357634312893232] [0.084476971137060]
Column 5
[0.436078700004516]
likelihood error: 0.062837
current f = [0 1.4e-10 3.2e-10]
w =
0.453673960922186
-0.315156830924777
0.833580295534046
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035355920146944] [-0.951988563082477] [1.625670567922380]
Columns 4 through 5
[0.521130148280928] [3.316738397316108]
sigma2 =
Columns 1 through 4
[0.118129378636824] [0.040208953890784] [0.357666679868760] [0.084476071223962]
Column 5
[0.436101630372793]
likelihood error: 0.015746
current f = [-2.2e-10 2.4e-10 -2.9e-10]
w =
0.453674737625368
-0.315155896040196
0.833580226271986
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035356183538493] [-0.951986723918641] [1.625673459595746]
Columns 4 through 5
[0.521126269087421] [3.316748212064616]
sigma2 =
Columns 1 through 4
[0.118127520557983] [0.040209331688822] [0.357670312555516] [0.084475977227439]
Column 5
[0.436104204358035]
likelihood error: 0.00186
current f = [-8.7e-11 7.3e-11 -1.6e-10]
w =
0.453674825331727
-0.315155790486460
0.833580218445160
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035356213169424] [-0.951986516328484] [1.625673786146746]
Columns 4 through 5
[0.521125831091394] [3.316749319959392]
sigma2 =
Columns 1 through 4
[0.118127310679617] [0.040209374362582] [0.357670722568705] [0.084475966679352]
Column 5
[0.436104494878638]
likelihood error: 0.00021087
current f = [-8.7e-11 7.3e-11 -1.6e-10]
w =
0.453674825331727
-0.315155790486460
0.833580218445160
pic =
Columns 1 through 4
[0.256616965769459] [0.363426531992526] [0.076339865747025] [0.277603118951699]
Column 5
[0.026013517539290]
mu =
Columns 1 through 3
[-0.035356213169424] [-0.951986516328484] [1.625673786146746]
Columns 4 through 5
[0.521125831091394] [3.316749319959392]
sigma2 =
Columns 1 through 4
[0.118127310679617] [0.040209374362582] [0.357670722568705] [0.084475966679352]
Column 5
[0.436104494878638]
Likelihood error: 18.4991
current f = [5.8e-11 0 -2.9e-11]
w =
0.454033169997861
-0.314443615550446
0.833654060855735
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036901381088040] [-0.952699209988437] [1.623352654055318]
Columns 4 through 5
[0.519050830287125] [3.321894322468550]
sigma2 =
Columns 1 through 4
[0.120283517479592] [0.040008997609157] [0.362280479614627] [0.084959522958822]
Column 5
[0.433375732315482]
likelihood error: 15.2171
current f = [1.6e-10 -1.5e-10 -1.5e-10]
w =
0.454086341117631
-0.314377138852955
0.833650172060818
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036936118804541] [-0.952559050911186] [1.623545900638568]
Columns 4 through 5
[0.518778724323224] [3.322624189966116]
sigma2 =
Columns 1 through 4
[0.120165216544708] [0.040033645352958] [0.362562057289590] [0.084944497112256]
Column 5
[0.433569988015478]
likelihood error: 0.05732
current f = [-1e-10 -8.7e-11 1.7e-10]
w =
0.454092429603912
-0.314369746931758
0.833649643189798
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036938343439529] [-0.952544461882195] [1.623568521697127]
Columns 4 through 5
[0.518748254734523] [3.322701947676055]
sigma2 =
Columns 1 through 4
[0.120150515733035] [0.040036604945536] [0.362591178691396] [0.084943634798716]
Column 5
[0.433590118093549]
likelihood error: 0.013645
current f = [1.3e-10 1.5e-10 -4.4e-11]
w =
0.454093116697137
-0.314368914367738
0.833649582886916
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036938581707684] [-0.952542826048135] [1.623571077728132]
Columns 4 through 5
[0.518744821288898] [3.322710679439524]
sigma2 =
Columns 1 through 4
[0.120148848694978] [0.040036940051900] [0.362594442494581] [0.084943544142038]
Column 5
[0.433592374365255]
likelihood error: 0.001605
current f = [1e-10 3.6e-11 1.5e-10]
w =
0.454093194162447
-0.314368820513891
0.833649576083413
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036938608474897] [-0.952542641696041] [1.623571365923162]
Columns 4 through 5
[0.518744434228613] [3.322711663553100]
sigma2 =
Columns 1 through 4
[0.120148660692847] [0.040036977843002] [0.362594810300831] [0.084943533976532]
Column 5
[0.433592628629624]
likelihood error: 0.00018161
current f = [1e-10 3.6e-11 1.5e-10]
w =
0.454093194162447
-0.314368820513891
0.833649576083413
pic =
Columns 1 through 4
[0.256968195782784] [0.362498657519356] [0.076866410695994] [0.277823362342097]
Column 5
[0.025843373659767]
mu =
Columns 1 through 3
[-0.036938608474897] [-0.952542641696041] [1.623571365923162]
Columns 4 through 5
[0.518744434228613] [3.322711663553100]
sigma2 =
Columns 1 through 4
[0.120148660692847] [0.040036977843002] [0.362594810300831] [0.084943533976532]
Column 5
[0.433592628629624]
Likelihood error: 16.6716
current f = [1.2e-10 -1.2e-10 6e-10]
w =
0.454410177503596
-0.313729829140850
0.833717569017473
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038450414639890] [-0.953211885946426] [1.621467416443534]
Columns 4 through 5
[0.516752832504078] [3.328003475891688]
sigma2 =
Columns 1 through 4
[0.122253472383082] [0.039848994126665] [0.367124798833448] [0.085404499812116]
Column 5
[0.430744655155785]
likelihood error: 13.9359
current f = [1e-10 -2e-10 3.8e-10]
w =
0.454457465180140
-0.313670343584543
0.833714176380369
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038481858505882] [-0.953086520986802] [1.621638831736540]
Columns 4 through 5
[0.516510949652509] [3.328655927825888]
sigma2 =
Columns 1 through 4
[0.122147021371328] [0.039871001552698] [0.367378900551510] [0.085390620904621]
Column 5
[0.430915914950594]
likelihood error: 0.052254
current f = [-2.3e-10 3.3e-10 -1.7e-10]
w =
0.454462871904696
-0.313663737599215
0.833713714518015
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038483866860480] [-0.953073500023012] [1.621658906696662]
Columns 4 through 5
[0.516483876881378] [3.328725363078653]
sigma2 =
Columns 1 through 4
[0.122133791581111] [0.039873636589547] [0.367405149815809] [0.085389797366819]
Column 5
[0.430933620645138]
likelihood error: 0.011892
current f = [2.9e-11 -1.1e-10 -4.4e-11]
w =
0.454463481135393
-0.313662994642593
0.833713661940443
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038484081852739] [-0.953072042098324] [1.621661171828997]
Columns 4 through 5
[0.516480830525626] [3.328733149541415]
sigma2 =
Columns 1 through 4
[0.122132293620513] [0.039873934443250] [0.367408087751397] [0.085389710336981]
Column 5
[0.430935602345638]
likelihood error: 0.0013931
current f = [-7.3e-11 -7.3e-12 -2.3e-10]
w =
0.454463549719408
-0.313662911014856
0.833713656017533
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038484105972551] [-0.953071878039444] [1.621661426844232]
Columns 4 through 5
[0.516480487613895] [3.328734025816612]
sigma2 =
Columns 1 through 4
[0.122132124939814] [0.039873967982299] [0.367408418345984] [0.085389700586358]
Column 5
[0.430935825337243]
likelihood error: 0.00015736
current f = [-7.3e-11 -7.3e-12 -2.3e-10]
w =
0.454463549719408
-0.313662911014856
0.833713656017533
pic =
Columns 1 through 4
[0.257294091855822] [0.361607434559344] [0.077379047164517] [0.278048958099466]
Column 5
[0.025670468320850]
mu =
Columns 1 through 3
[-0.038484105972551] [-0.953071878039444] [1.621661426844232]
Columns 4 through 5
[0.516480487613895] [3.328734025816612]
sigma2 =
Columns 1 through 4
[0.122132124939814] [0.039873967982299] [0.367408418345984] [0.085389700586358]
Column 5
[0.430935825337243]
Likelihood error: 15.1443
current f = [-1.9e-10 1.7e-10 -1.6e-10]
w =
0.454744325510305
-0.313088321876790
0.833776529485301
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039966442643332] [-0.953702125013030] [1.619759632133549]
Columns 4 through 5
[0.514565138168552] [3.334164162252401]
sigma2 =
Columns 1 through 4
[0.124193756940865] [0.039696592476430] [0.371868529123213] [0.085830388185589]
Column 5
[0.427977558722992]
likelihood error: 12.8713
current f = [1e-10 1e-10 1.3e-10]
w =
0.454786470122305
-0.313034988682937
0.833773567855186
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039994922003254] [-0.953589766822311] [1.619912043207230]
Columns 4 through 5
[0.514349633018438] [3.334748752172596]
sigma2 =
Columns 1 through 4
[0.124097839396284] [0.039716274396448] [0.372098276583932] [0.085817543697480]
Column 5
[0.428128845614514]
likelihood error: 0.047809
current f = [-2.2e-10 1.5e-10 -3.8e-10]
w =
0.454791282114118
-0.313029073358829
0.833773163963141
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039996732320250] [-0.953578122473125] [1.619929902534176]
Columns 4 through 5
[0.514325522095419] [3.334810895688389]
sigma2 =
Columns 1 through 4
[0.124085914966876] [0.039718625119519] [0.372121980807052] [0.085816759249584]
Column 5
[0.428144448368160]
likelihood error: 0.010443
current f = [-2.5e-10 1.6e-10 -1.9e-10]
w =
0.454791823548605
-0.313028409004949
0.833773118053805
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039996925968786] [-0.953576820467285] [1.619931914958512]
Columns 4 through 5
[0.514322812679870] [3.334817855272481]
sigma2 =
Columns 1 through 4
[0.124084566741717] [0.039718890412456] [0.372124630458645] [0.085816676006713]
Column 5
[0.428146192302842]
likelihood error: 0.0012188
current f = [1.7e-10 -1.5e-10 3.1e-10]
w =
0.454791884413631
-0.313028334330895
0.833773112889546
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039996947665749] [-0.953576674160650] [1.619932141201554]
Columns 4 through 5
[0.514322508127819] [3.334818637388369]
sigma2 =
Columns 1 through 4
[0.124084415139154] [0.039718920242000] [0.372124928194362] [0.085816666688636]
Column 5
[0.428146388262898]
likelihood error: 0.00013744
current f = [1.7e-10 -1.5e-10 3.1e-10]
w =
0.454791884413631
-0.313028334330895
0.833773112889546
pic =
Columns 1 through 4
[0.257599074706081] [0.360748459090218] [0.077878798368470] [0.278278678695413]
Column 5
[0.025494989139816]
mu =
Columns 1 through 3
[-0.039996947665749] [-0.953576674160650] [1.619932141201554]
Columns 4 through 5
[0.514322508127819] [3.334818637388369]
sigma2 =
Columns 1 through 4
[0.124084415139154] [0.039718920242000] [0.372124928194362] [0.085816666688636]
Column 5
[0.428146388262898]
Likelihood error: 13.8702
current f = [2e-10 -1.7e-10 4.1e-10]
w =
0.455040842234302
-0.312510527070079
0.833831519174636
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041454178128822] [-0.954172108915585] [1.618219090996374]
Columns 4 through 5
[0.512476547456947] [3.340380065124299]
sigma2 =
Columns 1 through 4
[0.126111587796758] [0.039550469855247] [0.376523904172845] [0.086239200566367]
Column 5
[0.425085086578977]
likelihood error: 11.9936
current f = [3.1e-10 -2.8e-10 5.5e-10]
w =
0.455078477963629
-0.312462621480155
0.833828932738640
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041479999403252] [-0.954071211021854] [1.618354903248717]
Columns 4 through 5
[0.512284135833274] [3.340904998354758]
sigma2 =
Columns 1 through 4
[0.126025053540684] [0.039568098957492] [0.376732018434146] [0.086227290316927]
Column 5
[0.425218983210973]
likelihood error: 0.044048
current f = [0 -1.8e-10 2.6e-10]
w =
0.455082769606717
-0.312457314656703
0.833828579100406
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041481629478279] [-0.954060778298056] [1.618370828378032]
Columns 4 through 5
[0.512262615704180] [3.340960733915929]
sigma2 =
Columns 1 through 4
[0.126014289503100] [0.039570199976498] [0.376753461867568] [0.086226544687474]
Column 5
[0.425232756779069]
likelihood error: 0.0092583
current f = [7.3e-11 4.4e-11 -1.5e-11]
w =
0.455083251829679
-0.312456719436612
0.833828538959320
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041481803680325] [-0.954059613302192] [1.618372620556313]
Columns 4 through 5
[0.512260200534303] [3.340966967961776]
sigma2 =
Columns 1 through 4
[0.126013074128492] [0.039570436732476] [0.376755855825868] [0.086226465301847]
Column 5
[0.425234294227884]
likelihood error: 0.0010765
current f = [1.7e-10 -1.7e-10 4.4e-10]
w =
0.455083305964808
-0.312456652623834
0.833828534450132
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041481823173838] [-0.954059482567787] [1.618372821765768]
Columns 4 through 5
[0.512259929423963] [3.340967667599477]
sigma2 =
Columns 1 through 4
[0.126012937650635] [0.039570463316738] [0.376756124468672] [0.086226456423658]
Column 5
[0.425234466753138]
likelihood error: 0.0001212
current f = [1.7e-10 -1.7e-10 4.4e-10]
w =
0.455083305964808
-0.312456652623834
0.833828534450132
pic =
Columns 1 through 4
[0.257887568305717] [0.359917314342868] [0.078366580279125] [0.278511438171047]
Column 5
[0.025317098901242]
mu =
Columns 1 through 3
[-0.041481823173838] [-0.954059482567787] [1.618372821765768]
Columns 4 through 5
[0.512259929423963] [3.340967667599477]
sigma2 =
Columns 1 through 4
[0.126012937650635] [0.039570463316738] [0.376756124468672] [0.086226456423658]
Column 5
[0.425234466753138]
Likelihood error: 12.8116
current f = [-1.5e-11 -1.5e-11 2.8e-10]
w =
0.455304155738269
-0.311989055602572
0.833883058319137
pic =
Columns 1 through 4
[0.258164032273404] [0.359109537073844] [0.078843211942117] [0.278746280338224]
Column 5
[0.025136938372409]
mu =
Columns 1 through 3
[-0.042918785123015] [-0.954624042081095] [1.616836540758893]
Columns 4 through 5
[0.510476689999266] [3.346654537213986]
sigma2 =
Columns 1 through 4
[0.128015011208892] [0.039409333453736] [0.381101844036466] [0.086632816573882]
Column 5
[0.422076106212237]
likelihood error: 11.2801
current f = [0 2.9e-10 0]
w =
0.455337822661258
-0.311945955706583
0.833880799618514
pic =
Columns 1 through 4
[0.258164032273404] [0.359109537073844] [0.078843211942117] [0.278746280338224]
Column 5
[0.025136938372409]
mu =
Columns 1 through 3
[-0.042942227910285] [-0.954533275375850] [1.616957790163566]
Columns 4 through 5
[0.510304581731883] [3.347126820067797]
sigma2 =
Columns 1 through 4
[0.127936865473138] [0.039425144068483] [0.381290677374203] [0.086621752016681]
Column 5
[0.422194809997041]
likelihood error: 0.040969
current f = [-1.5e-11 7.3e-12 -2e-10]
w =
0.455341657190052
-0.311941187004685
0.833880489685138
pic =
Columns 1 through 4
[0.258164032273404] [0.359109537073844] [0.078843211942117] [0.278746280338224]
Column 5
[0.025136938372409]
mu =
Columns 1 through 3
[-0.042943694445743] [-0.954523913032841] [1.616972019607234]
Columns 4 through 5
[0.510285337434235] [3.347176901016873]
sigma2 =
Columns 1 through 4
[0.127927136144120] [0.039427024957603] [0.381310104966051] [0.086621044582288]
Column 5
[0.422206986583909]
likelihood error: 0.0082989
current f = [-1.2e-10 6.5e-11 -1.3e-10]
w =
0.455342087485576
-0.311940652822413
0.833880454550294
pic =
Columns 1 through 4
[0.258164032273404] [0.359109537073844] [0.078843211942117] [0.278746280338224]
Column 5
[0.025136938372409]
mu =
Columns 1 through 3
[-0.042943850988616] [-0.954522868890283] [1.616973619005426]
Columns 4 through 5
[0.510283180331906] [3.347182495762928]
sigma2 =
Columns 1 through 4
[0.127926039010351] [0.039427236606776] [0.381312271265286] [0.086620969065387]
Column 5
[0.422208344030286]
likelihood error: 0.00096155
current f = [-1.2e-10 6.5e-11 -1.3e-10]
w =
0.455342087485576
-0.311940652822413
0.833880454550294
pic =
Columns 1 through 4
[0.258164032273404] [0.359109537073844] [0.078843211942117] [0.278746280338224]
Column 5
[0.025136938372409]
mu =
Columns 1 through 3
[-0.042943850988616] [-0.954522868890283] [1.616973619005426]
Columns 4 through 5
[0.510283180331906] [3.347182495762928]
sigma2 =
Columns 1 through 4
[0.127926039010351] [0.039427236606776] [0.381312271265286] [0.086620969065387]
Column 5
[0.422208344030286]
Likelihood error: 11.9391
current f = [2.6e-10 -6.5e-11 1.5e-11]
w =
0.455537950185604
-0.311517630677949
0.833931616931206
pic =
Columns 1 through 4
[0.258433112516979] [0.358320522248874] [0.079309396010109] [0.278982330718675]
Column 5
[0.024954638505362]
mu =
Columns 1 through 3
[-0.044365957041551] [-0.955060200519338] [1.615603569172170]
Columns 4 through 5
[0.508555966716910] [3.352990227508885]
sigma2 =
Columns 1 through 4
[0.129913155664333] [0.039271881113464] [0.385612059630801] [0.087013021780740]
Column 5
[0.418958111703004]
likelihood error: 10.7139
current f = [2.9e-10 -2.7e-10 1.5e-11]
w =
0.455568106287296
-0.311478805707774
0.833929645790739
pic =
Columns 1 through 4
[0.258433112516979] [0.358320522248874] [0.079309396010109] [0.278982330718675]
Column 5
[0.024954638505362]
mu =
Columns 1 through 3
[-0.044387272302102] [-0.954978428979427] [1.615711972591355]
Columns 4 through 5
[0.508401800623571] [3.353415814015704]
sigma2 =
Columns 1 through 4
[0.129842544488595] [0.039286073438080] [0.385783631014790] [0.087002725469645]
Column 5
[0.419063487064478]
likelihood error: 0.038531
current f = [-2.9e-11 -8.7e-11 2e-10]
w =
0.455571537245310
-0.311474515149969
0.833929374026384
pic =
Columns 1 through 4
[0.258433112516979] [0.358320522248874] [0.079309396010109] [0.278982330718675]
Column 5
[0.024954638505362]
mu =
Columns 1 through 3
[-0.044388590566773] [-0.954970016713932] [1.615724707758031]
Columns 4 through 5
[0.508384565778870] [3.353460879583463]
sigma2 =
Columns 1 through 4
[0.129833741698036] [0.039287759346159] [0.385801252404050] [0.087002055433125]
Column 5
[0.419074263156467]
likelihood error: 0.0075304
current f = [2.8e-10 -2e-10 5.1e-10]
w =
0.455571921771186
-0.311474035116928
0.833929343254985
pic =
Columns 1 through 4
[0.258433112516979] [0.358320522248874] [0.079309396010109] [0.278982330718675]
Column 5
[0.024954638505362]
mu =
Columns 1 through 3
[-0.044388731088288] [-0.954969079685552] [1.615726137537181]
Columns 4 through 5
[0.508382636191255] [3.353465908102607]
sigma2 =
Columns 1 through 4
[0.129832750251478] [0.039287948799511] [0.385803215002789] [0.087001983761289]
Column 5
[0.419075462973960]
likelihood error: 0.00086948
current f = [2.8e-10 -2e-10 5.1e-10]
w =
0.455571921771186
-0.311474035116928
0.833929343254985
pic =
Columns 1 through 4
[0.258433112516979] [0.358320522248874] [0.079309396010109] [0.278982330718675]
Column 5
[0.024954638505362]
mu =
Columns 1 through 3
[-0.044388731088288] [-0.954969079685552] [1.615726137537181]
Columns 4 through 5
[0.508382636191255] [3.353465908102607]
sigma2 =
Columns 1 through 4
[0.129832750251478] [0.039287948799511] [0.385803215002789] [0.087001983761289]
Column 5
[0.419075462973960]
Likelihood error: 11.2299
current f = [-1.7e-10 1.4e-10 -1.7e-10]
w =
0.455745348757732
-0.311090811889488
0.833977627903548
pic =
Columns 1 through 4
[0.258699395300923] [0.357545598705701] [0.079765816364491] [0.279218899202428]
Column 5
[0.024770290426456]
mu =
Columns 1 through 3
[-0.045801902077467] [-0.955482767142522] [1.614512656280536]
Columns 4 through 5
[0.506705035577165] [3.359390126930111]
sigma2 =
Columns 1 through 4
[0.131816171875287] [0.039136826406058] [0.390063689907537] [0.087381521238284]
Column 5
[0.415737361724780]
likelihood error: 10.2833
current f = [-4.4e-11 8e-11 -1e-10]
w =
0.455772376099160
-0.311055816924061
0.833975910888696
pic =
Columns 1 through 4
[0.258699395300923] [0.357545598705701] [0.079765816364491] [0.279218899202428]
Column 5
[0.024770290426456]
mu =
Columns 1 through 3
[-0.045821313320139] [-0.955409034206522] [1.614609637321766]
Columns 4 through 5
[0.506566844432267] [3.359773998085204]
sigma2 =
Columns 1 through 4
[0.131752382042924] [0.039149568090687] [0.390219699982494] [0.087371926029550]
Column 5
[0.415830975151745]
likelihood error: 0.036673
current f = [2.5e-10 -5.1e-11 3.3e-10]
w =
0.455775448138963
-0.311051954300832
0.833975672666393
pic =
Columns 1 through 4
[0.258699395300923] [0.357545598705701] [0.079765816364491] [0.279218899202428]
Column 5
[0.024770290426456]
mu =
Columns 1 through 3
[-0.045822496846776] [-0.955401471297098] [1.614621045760999]
Columns 4 through 5
[0.506551397154877] [3.359814581430322]
sigma2 =
Columns 1 through 4
[0.131744414712030] [0.039151080053981] [0.390235690695022] [0.087371292648933]
Column 5
[0.415840515102811]
likelihood error: 0.0069229
current f = [2.5e-10 -5.8e-11 7.3e-11]
w =
0.455775792025309
-0.311051522655744
0.833975645721892
pic =
Columns 1 through 4
[0.258699395300923] [0.357545598705701] [0.079765816364491] [0.279218899202428]
Column 5
[0.024770290426456]
mu =
Columns 1 through 3
[-0.045822622798409] [-0.955400629893458] [1.614622325173898]
Columns 4 through 5
[0.506549669655319] [3.359819104614461]
sigma2 =
Columns 1 through 4
[0.131743518388298] [0.039151249743510] [0.390237469635265] [0.087371224792617]
Column 5
[0.415841575981454]
likelihood error: 0.00079662
current f = [2.5e-10 -5.8e-11 7.3e-11]
w =
0.455775792025309
-0.311051522655744
0.833975645721892
pic =
Columns 1 through 4
[0.258699395300923] [0.357545598705701] [0.079765816364491] [0.279218899202428]
Column 5
[0.024770290426456]
mu =
Columns 1 through 3
[-0.045822622798409] [-0.955400629893458] [1.614622325173898]
Columns 4 through 5
[0.506549669655319] [3.359819104614461]
sigma2 =
Columns 1 through 4
[0.131743518388298] [0.039151249743510] [0.390237469635265] [0.087371224792617]
Column 5
[0.415841575981454]
Likelihood error: 10.667
current f = [8.7e-11 -1.5e-10 1.6e-10]
w =
0.455928842164935
-0.310704101036351
0.834021494016393
pic =
Columns 1 through 4
[0.258967830926348] [0.356779782125167] [0.080213041728769] [0.279455363179144]
Column 5
[0.024583982040571]
mu =
Columns 1 through 3
[-0.047233636126533] [-0.955894029375497] [1.613556908435948]
Columns 4 through 5
[0.504915060173231] [3.365856498469300]
sigma2 =
Columns 1 through 4
[0.133735826083334] [0.039002801175880] [0.394465026442599] [0.087739987152124]
Column 5
[0.412419074173625]
likelihood error: 9.9822
current f = [-4.4e-11 1.5e-10 2.9e-11]
w =
0.455953056119253
-0.310672567876030
0.834020003468039
pic =
Columns 1 through 4
[0.258967830926348] [0.356779782125167] [0.080213041728769] [0.279455363179144]
Column 5
[0.024583982040571]
mu =
Columns 1 through 3
[-0.047251338962336] [-0.955827539366309] [1.613643635142799]
Columns 4 through 5
[0.504791222255579] [3.366202770021189]
sigma2 =
Columns 1 through 4
[0.133678271945158] [0.039014230892584] [0.394606884139190] [0.087731036479691]
Column 5
[0.412502233371352]
likelihood error: 0.035315
current f = [2.5e-10 6.5e-11 -8.7e-11]
w =
0.455955806107671
-0.310669091671097
0.834019794943117
pic =
Columns 1 through 4
[0.258967830926348] [0.356779782125167] [0.080213041728769] [0.279455363179144]
Column 5
[0.024583982040571]
mu =
Columns 1 through 3
[-0.047252399488421] [-0.955820742482639] [1.613653854850845]
Columns 4 through 5
[0.504777379573826] [3.366239310460508]
sigma2 =
Columns 1 through 4
[0.133671064570212] [0.039015586313646] [0.394621388712358] [0.087730439214243]
Column 5
[0.412510673844084]
likelihood error: 0.0064496
current f = [4.4e-10 -1.9e-10 2.5e-10]
w =
0.455956113587902
-0.310668703652039
0.834019771380139
pic =
Columns 1 through 4
[0.258967830926348] [0.356779782125167] [0.080213041728769] [0.279455363179144]
Column 5
[0.024583982040571]
mu =
Columns 1 through 3
[-0.047252512128795] [-0.955819987204188] [1.613654999749742]
Columns 4 through 5
[0.504775833203854] [3.366243378464602]
sigma2 =
Columns 1 through 4
[0.133670254610011] [0.039015738249992] [0.394623000494264] [0.087730375156244]
Column 5
[0.412511611309748]
likelihood error: 0.00073973
current f = [4.4e-10 -1.9e-10 2.5e-10]
w =
0.455956113587902
-0.310668703652039
0.834019771380139
pic =
Columns 1 through 4
[0.258967830926348] [0.356779782125167] [0.080213041728769] [0.279455363179144]
Column 5
[0.024583982040571]
mu =
Columns 1 through 3
[-0.047252512128795] [-0.955819987204188] [1.613654999749742]
Columns 4 through 5
[0.504775833203854] [3.366243378464602]
sigma2 =
Columns 1 through 4
[0.133670254610011] [0.039015738249992] [0.394623000494264] [0.087730375156244]
Column 5
[0.412511611309748]
Likelihood error: 10.2389
current f = [7.3e-11 -1e-10 3.3e-10]
w =
0.456090382767750
-0.310353805350274
0.834063593649413
pic =
Columns 1 through 4
[0.259243743723174] [0.356017707237723] [0.080651568143984] [0.279691195338277]
Column 5
[0.024395785556841]
mu =
Columns 1 through 3
[-0.048669171100070] [-0.956296322755438] [1.612730155070883]
Columns 4 through 5
[0.503177376090927] [3.372391245480595]
sigma2 =
Columns 1 through 4
[0.135685805253937] [0.038868334337945] [0.398823781359823] [0.088090075557866]
Column 5
[0.409007681270052]
likelihood error: 9.81
current f = [7.3e-11 2.9e-11 4.4e-10]
w =
0.456112037498310
-0.310325437493534
0.834062307081184
pic =
Columns 1 through 4
[0.259243743723174] [0.356017707237723] [0.080651568143984] [0.279691195338277]
Column 5
[0.024395785556841]
mu =
Columns 1 through 3
[-0.048685334743157] [-0.956236429030198] [1.612807561835058]
Columns 4 through 5
[0.503066585826687] [3.372703233106467]
sigma2 =
Columns 1 through 4
[0.135634025143868] [0.038878563615028] [0.398952617590671] [0.088081723421871]
Column 5
[0.409081463671901]
likelihood error: 0.034367
current f = [5.8e-11 -1e-10 4.9e-10]
w =
0.456114495199870
-0.310322314287365
0.834062125098546
pic =
Columns 1 through 4
[0.259243743723174] [0.356017707237723] [0.080651568143984] [0.279691195338277]
Column 5
[0.024395785556841]
mu =
Columns 1 through 3
[-0.048686282154916] [-0.956230330969877] [1.612816703914667]
Columns 4 through 5
[0.503054200273823] [3.372736083057915]
sigma2 =
Columns 1 through 4
[0.135627517158361] [0.038879776549322] [0.398965750900698] [0.088081162109222]
Column 5
[0.409088916661966]
likelihood error: 0.0060868
current f = [2.9e-11 9.5e-11 -7.3e-11]
w =
0.456114769693266
-0.310321966058588
0.834062104551688
pic =
Columns 1 through 4
[0.259243743723174] [0.356017707237723] [0.080651568143984] [0.279691195338277]
Column 5
[0.024395785556841]
mu =
Columns 1 through 3
[-0.048686382542411] [-0.956229654154310] [1.612817727071246]
Columns 4 through 5
[0.503052818133804] [3.372739736137265]
sigma2 =
Columns 1 through 4
[0.135626786522269] [0.038879912357270] [0.398967208650657] [0.088081101866418]
Column 5
[0.409089743431636]
likelihood error: 0.00069591
current f = [2.9e-11 9.5e-11 -7.3e-11]
w =
0.456114769693266
-0.310321966058588
0.834062104551688
pic =
Columns 1 through 4
[0.259243743723174] [0.356017707237723] [0.080651568143984] [0.279691195338277]
Column 5
[0.024395785556841]
mu =
Columns 1 through 3
[-0.048686382542411] [-0.956229654154310] [1.612817727071246]
Columns 4 through 5
[0.503052818133804] [3.372739736137265]
sigma2 =
Columns 1 through 4
[0.135626786522269] [0.038879912357270] [0.398967208650657] [0.088081101866418]
Column 5
[0.409089743431636]
Likelihood error: 9.9397
current f = [2.9e-11 -1.2e-10 2.9e-10]
w =
0.456231401295585
-0.310036998187108
0.834104290977450
pic =
Columns 1 through 4
[0.259532993278784] [0.355253464763350] [0.081081817071004] [0.279925966140817]
Column 5
[0.024205758746045]
mu =
Columns 1 through 3
[-0.050117852378255] [-0.956692053015430] [1.612026911818904]
Columns 4 through 5
[0.501483311335579] [3.378995927926711]
sigma2 =
Columns 1 through 4
[0.137682283833241] [0.038731790037709] [0.403147198433244] [0.088433453866361]
Column 5
[0.405506923850313]
likelihood error: 9.7726
current f = [-7.3e-11 0 -1.2e-10]
w =
0.456250692896901
-0.310011568539100
0.834103190620336
pic =
Columns 1 through 4
[0.259532993278784] [0.355253464763350] [0.081081817071004] [0.279925966140817]
Column 5
[0.024205758746045]
mu =
Columns 1 through 3
[-0.050132620957198] [-0.956638251542748] [1.612095711789379]
Columns 4 through 5
[0.501384562433924] [3.379276180694068]
sigma2 =
Columns 1 through 4
[0.137635941373892] [0.038740904120297] [0.403263868871215] [0.088425665386502]
Column 5
[0.405572197025218]
likelihood error: 0.033714
current f = [1.2e-10 -2.3e-10 4.7e-10]
w =
0.456252881385349
-0.310008772721605
0.834103032642379
pic =
Columns 1 through 4
[0.259532993278784] [0.355253464763350] [0.081081817071004] [0.279925966140817]
Column 5
[0.024205758746045]
mu =
Columns 1 through 3
[-0.050133463233388] [-0.956632800572431] [1.612103862035650]
Columns 4 through 5
[0.501373520042151] [3.379305609144808]
sigma2 =
Columns 1 through 4
[0.137630087069981] [0.038741985439267] [0.403275716266313] [0.088425140453226]
Column 5
[0.405578751996748]
likelihood error: 0.0058115
current f = [-2.9e-11 1.6e-10 1.5e-11]
w =
0.456253125548283
-0.310008461335797
0.834103014817495
pic =
Columns 1 through 4
[0.259532993278784] [0.355253464763350] [0.081081817071004] [0.279925966140817]
Column 5
[0.024205758746045]
mu =
Columns 1 through 3
[-0.050133552219031] [-0.956632196311150] [1.612104773337542]
Columns 4 through 5
[0.501372289042975] [3.379308878095822]
sigma2 =
Columns 1 through 4
[0.137629430417317] [0.038742106378891] [0.403277029769553] [0.088425084101509]
Column 5
[0.405579478231448]
likelihood error: 0.00066245
current f = [-2.9e-11 1.6e-10 1.5e-11]
w =
0.456253125548283
-0.310008461335797
0.834103014817495
pic =
Columns 1 through 4
[0.259532993278784] [0.355253464763350] [0.081081817071004] [0.279925966140817]
Column 5
[0.024205758746045]
mu =
Columns 1 through 3
[-0.050133552219031] [-0.956632196311150] [1.612104773337542]
Columns 4 through 5
[0.501372289042975] [3.379308878095822]
sigma2 =
Columns 1 through 4
[0.137629430417317] [0.038742106378891] [0.403277029769553] [0.088425084101509]
Column 5
[0.405579478231448]
Likelihood error: 9.7688
current f = [0 4.4e-11 -1.7e-10]
w =
0.456352798714558
-0.309751512642320
0.834143946523132
pic =
Columns 1 through 4
[0.259842193900725] [0.354480379758226] [0.081504131109491] [0.280159349568465]
Column 5
[0.024013945663092]
mu =
Columns 1 through 3
[-0.051590841344329] [-0.957083724250157] [1.611442374875717]
Columns 4 through 5
[0.499823977471950] [3.385671751645865]
sigma2 =
Columns 1 through 4
[0.139744710510277] [0.038591284931442] [0.407442143315319] [0.088771831878731]
Column 5
[0.401919933569657]
likelihood error: 9.8846
current f = [1.5e-11 -2.1e-10 -5.8e-11]
w =
0.456369865751676
-0.309728864423036
0.834143019018330
pic =
Columns 1 through 4
[0.259842193900725] [0.354480379758226] [0.081504131109491] [0.280159349568465]
Column 5
[0.024013945663092]
mu =
Columns 1 through 3
[-0.051604334822143] [-0.957035653429385] [1.611503061891665]
Columns 4 through 5
[0.499736559843753] [3.385922049417997]
sigma2 =
Columns 1 through 4
[0.139703602183324] [0.038599342490791] [0.407547217806798] [0.088764584585348]
Column 5
[0.401977367352307]
likelihood error: 0.033202
current f = [7.3e-11 -8e-11 4.2e-10]
w =
0.456371801523761
-0.309726378265002
0.834142883072680
pic =
Columns 1 through 4
[0.259842193900725] [0.354480379758226] [0.081504131109491] [0.280159349568465]
Column 5
[0.024013945663092]
mu =
Columns 1 through 3
[-0.051605077947967] [-0.957030813318944] [1.611510281206473]
Columns 4 through 5
[0.499726779672995] [3.385948241437542]
sigma2 =
Columns 1 through 4
[0.139698371337556] [0.038600299905761] [0.407557833774929] [0.088764097317411]
Column 5
[0.401983092464486]
likelihood error: 0.0055994
current f = [1.9e-10 -2.2e-11 1.3e-10]
w =
0.456372017267048
-0.309726101666121
0.834142867740481
pic =
Columns 1 through 4
[0.259842193900725] [0.354480379758226] [0.081504131109491] [0.280159349568465]
Column 5
[0.024013945663092]
mu =
Columns 1 through 3
[-0.051605156165255] [-0.957030277451820] [1.611511087720802]
Columns 4 through 5
[0.499725690461777] [3.385951147592499]
sigma2 =
Columns 1 through 4
[0.139697785084774] [0.038600406877657] [0.407559009343753] [0.088764045022865]
Column 5
[0.401983725918726]
likelihood error: 0.00063651
current f = [1.9e-10 -2.2e-11 1.3e-10]
w =
0.456372017267048
-0.309726101666121
0.834142867740481
pic =
Columns 1 through 4
[0.259842193900725] [0.354480379758226] [0.081504131109491] [0.280159349568465]
Column 5
[0.024013945663092]
mu =
Columns 1 through 3
[-0.051605156165255] [-0.957030277451820] [1.611511087720802]
Columns 4 through 5
[0.499725690461777] [3.385951147592499]
sigma2 =
Columns 1 through 4
[0.139697785084774] [0.038600406877657] [0.407559009343753] [0.088764045022865]
Column 5
[0.401983725918726]
Likelihood error: 9.7324
current f = [-4.4e-11 2.9e-11 2.9e-11]
w =
0.456454905876188
-0.309495977134122
0.834182929002600
pic =
Columns 1 through 4
[0.260179012932369] [0.353690708207161] [0.081918765238409] [0.280391136684429]
Column 5
[0.023820376937631]
mu =
Columns 1 through 3
[-0.053101801646944] [-0.957473972316492] [1.610972443694748]
Columns 4 through 5
[0.498190017976699] [3.392419530065814]
sigma2 =
Columns 1 through 4
[0.141896911846873] [0.038444573838730] [0.411715179657910] [0.089106997818692]
Column 5
[0.398249299560286]
likelihood error: 10.1718
current f = [-1.5e-11 5.1e-11 1.5e-11]
w =
0.456469826650934
-0.309476028995999
0.834182165257765
pic =
Columns 1 through 4
[0.260179012932369] [0.353690708207161] [0.081918765238409] [0.280391136684429]
Column 5
[0.023820376937631]
mu =
Columns 1 through 3
[-0.053114116128931] [-0.957431420846733] [1.611025281118475]
Columns 4 through 5
[0.498113531880839] [3.392640834650213]
sigma2 =
Columns 1 through 4
[0.141860983426062] [0.038451605159647] [0.411808913446322] [0.089100284010909]
Column 5
[0.398299368638922]
likelihood error: 0.032598
current f = [5.8e-11 8.7e-11 -1.5e-11]
w =
0.456471519371360
-0.309473843188997
0.834182049905555
pic =
Columns 1 through 4
[0.260179012932369] [0.353690708207161] [0.081918765238409] [0.280391136684429]
Column 5
[0.023820376937631]
mu =
Columns 1 through 3
[-0.053114763945077] [-0.957427171797510] [1.611031604475852]
Columns 4 through 5
[0.498104967451762] [3.392663885816506]
sigma2 =
Columns 1 through 4
[0.141856362905842] [0.038452443069154] [0.411818318279641] [0.089099836927927]
Column 5
[0.398304310920206]
likelihood error: 0.0054203
current f = [1.7e-10 8.7e-11 3.9e-10]
w =
0.456471707836162
-0.309473600267502
0.834182036897587
pic =
Columns 1 through 4
[0.260179012932369] [0.353690708207161] [0.081918765238409] [0.280391136684429]
Column 5
[0.023820376937631]
mu =
Columns 1 through 3
[-0.053114831792786] [-0.957426702007605] [1.611032310350198]
Columns 4 through 5
[0.498104014551012] [3.392666440470161]
sigma2 =
Columns 1 through 4
[0.141855845394430] [0.038452536599779] [0.411819358398812] [0.089099788989150]
Column 5
[0.398304856972926]
likelihood error: 0.00061466
current f = [1.7e-10 8.7e-11 3.9e-10]
w =
0.456471707836162
-0.309473600267502
0.834182036897587
pic =
Columns 1 through 4
[0.260179012932369] [0.353690708207161] [0.081918765238409] [0.280391136684429]
Column 5
[0.023820376937631]
mu =
Columns 1 through 3
[-0.053114831792786] [-0.957426702007605] [1.611032310350198]
Columns 4 through 5
[0.498104014551012] [3.392666440470161]
sigma2 =
Columns 1 through 4
[0.141855845394430] [0.038452536599779] [0.411819358398812] [0.089099788989150]
Column 5
[0.398304856972926]
Likelihood error: 9.8452
current f = [7.3e-11 -8.7e-11 8.7e-11]
w =
0.456537399575174
-0.309269907732682
0.834221629400819
pic =
Columns 1 through 4
[0.260552582334201] [0.352875215422900] [0.082325871517053] [0.280621261088712]
Column 5
[0.023625069637134]
mu =
Columns 1 through 3
[-0.054667883857357] [-0.957865601483705] [1.610613778317381]
Columns 4 through 5
[0.496571293161719] [3.399239605787701]
sigma2 =
Columns 1 through 4
[0.144168657595353] [0.038288887949267] [0.415972634287814] [0.089440861775682]
Column 5
[0.394497119177710]
likelihood error: 10.6768
current f = [8.7e-11 0 -1.2e-10]
w =
0.456550185059999
-0.309252664654273
0.834221024624717
pic =
Columns 1 through 4
[0.260552582334201] [0.352875215422900] [0.082325871517053] [0.280621261088712]
Column 5
[0.023625069637134]
mu =
Columns 1 through 3
[-0.054679091034023] [-0.957828527103447] [1.610658770529513]
Columns 4 through 5
[0.496505686132642] [3.399431949531474]
sigma2 =
Columns 1 through 4
[0.144138033343452] [0.038294891039800] [0.416054913595207] [0.089434692498886]
Column 5
[0.394540093919909]
likelihood error: 0.031527
current f = [1.9e-10 -1.3e-10 3.3e-10]
w =
0.456551636823674
-0.309250779489654
0.834220928950280
pic =
Columns 1 through 4
[0.260552582334201] [0.352875215422900] [0.082325871517053] [0.280621261088712]
Column 5
[0.023625069637134]
mu =
Columns 1 through 3
[-0.054679644982631] [-0.957824867882175] [1.610664204038015]
Columns 4 through 5
[0.496498329362982] [3.399451853474447]
sigma2 =
Columns 1 through 4
[0.144134030113516] [0.038295610142282] [0.416063087227725] [0.089434289900082]
Column 5
[0.394544278142607]
likelihood error: 0.0052312
current f = [4.4e-11 1.2e-10 -1.3e-10]
w =
0.456551798303698
-0.309250570208649
0.834220918157346
pic =
Columns 1 through 4
[0.260552582334201] [0.352875215422900] [0.082325871517053] [0.280621261088712]
Column 5
[0.023625069637134]
mu =
Columns 1 through 3
[-0.054679702596373] [-0.957824463924190] [1.610664810189820]
Columns 4 through 5
[0.496497511587917] [3.399454056547647]
sigma2 =
Columns 1 through 4
[0.144133581933025] [0.038295690343165] [0.416063989887302] [0.089434246809210]
Column 5
[0.394544739683154]
likelihood error: 0.00059206
current f = [4.4e-11 1.2e-10 -1.3e-10]
w =
0.456551798303698
-0.309250570208649
0.834220918157346
pic =
Columns 1 through 4
[0.260552582334201] [0.352875215422900] [0.082325871517053] [0.280621261088712]
Column 5
[0.023625069637134]
mu =
Columns 1 through 3
[-0.054679702596373] [-0.957824463924190] [1.610664810189820]
Columns 4 through 5
[0.496497511587917] [3.399454056547647]
sigma2 =
Columns 1 through 4
[0.144133581933025] [0.038295690343165] [0.416063989887302] [0.089434246809210]
Column 5
[0.394544739683154]
Likelihood error: 10.1332
current f = [5.8e-11 -2.1e-10 1.2e-10]
w =
0.456599157515924
-0.309073880462053
0.834260478371041
pic =
Columns 1 through 4
[0.260974075669360] [0.352022580933939] [0.082725474224997] [0.280849842547560]
Column 5
[0.023428026624143]
mu =
Columns 1 through 3
[-0.056311155299677] [-0.958261619547265] [1.610363903863131]
Columns 4 through 5
[0.494956472135587] [3.406131713226534]
sigma2 =
Columns 1 through 4
[0.146597906283223] [0.038120701416720] [0.420220653137828] [0.089775509426860]
Column 5
[0.390665033628192]
likelihood error: 11.468
current f = [-2.9e-11 4.4e-11 -2.6e-10]
w =
0.456609738299302
-0.309059452856847
0.834260032298125
pic =
Columns 1 through 4
[0.260974075669360] [0.352022580933939] [0.082725474224997] [0.280849842547560]
Column 5
[0.023428026624143]
mu =
Columns 1 through 3
[-0.056321300739332] [-0.958230183021449] [1.610400743681767]
Columns 4 through 5
[0.494902107482723] [3.406293999348587]
sigma2 =
Columns 1 through 4
[0.146572936936831] [0.038125635192177] [0.420290903546455] [0.089769920976999]
Column 5
[0.390700955508075]
likelihood error: 0.029348
current f = [-1.2e-10 3.6e-11 -1.6e-10]
w =
0.456610942231746
-0.309057880309831
0.834259955920593
pic =
Columns 1 through 4
[0.260974075669360] [0.352022580933939] [0.082725474224997] [0.280849842547560]
Column 5
[0.023428026624143]
mu =
Columns 1 through 3
[-0.056321759462517] [-0.958227134782520] [1.610405259018662]
Columns 4 through 5
[0.494895996077291] [3.406310625584847]
sigma2 =
Columns 1 through 4
[0.146569583115497] [0.038126231774206] [0.420297775291919] [0.089769569767098]
Column 5
[0.390704381359980]
likelihood error: 0.0049632
current f = [1.3e-10 6.5e-11 -1.5e-10]
w =
0.456611076022310
-0.309057705931048
0.834259947293640
pic =
Columns 1 through 4
[0.260974075669360] [0.352022580933939] [0.082725474224997] [0.280849842547560]
Column 5
[0.023428026624143]
mu =
Columns 1 through 3
[-0.056321806670155] [-0.958226798897458] [1.610405762534311]
Columns 4 through 5
[0.494895317334442] [3.406312463217520]
sigma2 =
Columns 1 through 4
[0.146569207652546] [0.038126298265294] [0.420298532868724] [0.089769532301477]
Column 5
[0.390704758485561]
likelihood error: 0.00056103
current f = [1.3e-10 6.5e-11 -1.5e-10]
w =
0.456611076022310
-0.309057705931048
0.834259947293640
pic =
Columns 1 through 4
[0.260974075669360] [0.352022580933939] [0.082725474224997] [0.280849842547560]
Column 5
[0.023428026624143]
mu =
Columns 1 through 3
[-0.056321806670155] [-0.958226798897458] [1.610405762534311]
Columns 4 through 5
[0.494895317334442] [3.406312463217520]
sigma2 =
Columns 1 through 4
[0.146569207652546] [0.038126298265294] [0.420298532868724] [0.089769532301477]
Column 5
[0.390704758485561]
Likelihood error: 10.6395
current f = [1.2e-10 -8.7e-11 1.6e-10]
w =
0.456638025496449
-0.308909819546405
0.834299968271911
pic =
Columns 1 through 4
[0.261457529129660] [0.351118545863224] [0.083117430681368] [0.281077259065968]
Column 5
[0.023229235259780]
mu =
Columns 1 through 3
[-0.058060701701096] [-0.958665261265374] [1.610221383005212]
Columns 4 through 5
[0.493332489912584] [3.413094753776670]
sigma2 =
Columns 1 through 4
[0.149234059953722] [0.037935389493569] [0.424465248519653] [0.090113269313983]
Column 5
[0.386754248718176]
likelihood error: 12.6546
current f = [8.7e-11 -1e-10 -5.8e-11]
w =
0.456646230205152
-0.308898454346028
0.834299685569914
pic =
Columns 1 through 4
[0.261457529129660] [0.351118545863224] [0.083117430681368] [0.281077259065968]
Column 5
[0.023229235259780]
mu =
Columns 1 through 3
[-0.058069801703999] [-0.958639882303334] [1.610249364549134]
Columns 4 through 5
[0.493290260388226] [3.413224428549296]
sigma2 =
Columns 1 through 4
[0.149215398837346] [0.037939162752747] [0.424522288341499] [0.090108333760851]
Column 5
[0.386782884664075]
likelihood error: 0.024921
current f = [1.5e-10 -1.5e-10 3.1e-10]
w =
0.456647168126272
-0.308897221474852
0.834299628675078
pic =
Columns 1 through 4
[0.261457529129660] [0.351118545863224] [0.083117430681368] [0.281077259065968]
Column 5
[0.023229235259780]
mu =
Columns 1 through 3
[-0.058070160444908] [-0.958637494835427] [1.610252889636594]
Columns 4 through 5
[0.493285490152576] [3.413237486228001]
sigma2 =
Columns 1 through 4
[0.149212759811912] [0.037939627516487] [0.424527720574193] [0.090108044732074]
Column 5
[0.386785521588408]
likelihood error: 0.0044963
current f = [-1.5e-10 -4.4e-11 -8.7e-11]
w =
0.456647272270375
-0.308897084929100
0.834299622228328
pic =
Columns 1 through 4
[0.261457529129660] [0.351118545863224] [0.083117430681368] [0.281077259065968]
Column 5
[0.023229235259780]
mu =
Columns 1 through 3
[-0.058070196700348] [-0.958637232431555] [1.610253282757387]
Columns 4 through 5
[0.493284960779465] [3.413238926824487]
sigma2 =
Columns 1 through 4
[0.149212464135247] [0.037939679298857] [0.424528318048552] [0.090108014096011]
Column 5
[0.386785811044878]
likelihood error: 0.00050832
current f = [-1.5e-10 -4.4e-11 -8.7e-11]
w =
0.456647272270375
-0.308897084929100
0.834299622228328
pic =
Columns 1 through 4
[0.261457529129660] [0.351118545863224] [0.083117430681368] [0.281077259065968]
Column 5
[0.023229235259780]
mu =
Columns 1 through 3
[-0.058070196700348] [-0.958637232431555] [1.610253282757387]
Columns 4 through 5
[0.493284960779465] [3.413238926824487]
sigma2 =
Columns 1 through 4
[0.149212464135247] [0.037939679298857] [0.424528318048552] [0.090108014096011]
Column 5
[0.386785811044878]
Likelihood error: 11.4331
current f = [1.2e-10 -2.9e-11 1.5e-11]
w =
0.456650457462027
-0.308781455525613
0.834340681270670
pic =
Columns 1 through 4
[0.262021024000131] [0.350144676203599] [0.083501370180586] [0.281304264399242]
Column 5
[0.023028665216440]
mu =
Columns 1 through 3
[-0.059955746320169] [-0.959079980347530] [1.610186089842505]
Columns 4 through 5
[0.491683811276638] [3.420126440057448]
sigma2 =
Columns 1 through 4
[0.152142713026501] [0.037726723384953] [0.428712337122434] [0.090456796920308]
Column 5
[0.382765539920680]
likelihood error: 14.4132
current f = [1.6e-10 -1.5e-10 3.8e-10]
w =
0.456655978944620
-0.308773584852079
0.834340572063788
pic =
Columns 1 through 4
[0.262021024000131] [0.350144676203599] [0.083501370180586] [0.281304264399242]
Column 5
[0.023028665216440]
mu =
Columns 1 through 3
[-0.059963783190885] [-0.959061425263559] [1.610203971155471]
Columns 4 through 5
[0.491655318102401] [3.420218977036480]
sigma2 =
Columns 1 through 4
[0.152131434522369] [0.037729177711173] [0.428754149043294] [0.090452639093507]
Column 5
[0.382786307219389]
likelihood error: 0.016162
current f = [8.7e-11 1.8e-10 -4.4e-11]
w =
0.456656617693197
-0.308772739123757
0.834340535447620
pic =
Columns 1 through 4
[0.262021024000131] [0.350144676203599] [0.083501370180586] [0.281304264399242]
Column 5
[0.023028665216440]
mu =
Columns 1 through 3
[-0.059964032953763] [-0.959059786739237] [1.610206375388111]
Columns 4 through 5
[0.491652062358943] [3.420227958035388]
sigma2 =
Columns 1 through 4
[0.152129621662200] [0.037729493943330] [0.428757911893304] [0.090452428952291]
Column 5
[0.382788085998798]
likelihood error: 0.0036134
current f = [7.3e-11 -1.2e-10 3.5e-10]
w =
0.456656688580934
-0.308772645592357
0.834340531262981
pic =
Columns 1 through 4
[0.262021024000131] [0.350144676203599] [0.083501370180586] [0.281304264399242]
Column 5
[0.023028665216440]
mu =
Columns 1 through 3
[-0.059964057244388] [-0.959059607456521] [1.610206643899262]
Columns 4 through 5
[0.491651701241462] [3.420228946047976]
sigma2 =
Columns 1 through 4
[0.152129417911445] [0.037729529199856] [0.428758324082269] [0.090452407000633]
Column 5
[0.382788280264556]
likelihood error: 0.00040998
current f = [7.3e-11 -1.2e-10 3.5e-10]
w =
0.456656688580934
-0.308772645592357
0.834340531262981
pic =
Columns 1 through 4
[0.262021024000131] [0.350144676203599] [0.083501370180586] [0.281304264399242]
Column 5
[0.023028665216440]
mu =
Columns 1 through 3
[-0.059964057244388] [-0.959059607456521] [1.610206643899262]
Columns 4 through 5
[0.491651701241462] [3.420228946047976]
sigma2 =
Columns 1 through 4
[0.152129417911445] [0.037729529199856] [0.428758324082269] [0.090452407000633]
Column 5
[0.382788280264556]
Likelihood error: 12.6246
current f = [7.3e-11 -6.5e-11 4.5e-10]
w =
0.456630974650778
-0.308695028315164
0.834383324667376
pic =
Columns 1 through 4
[0.262688400392128] [0.349076556285018] [0.083876599119105] [0.281532179169059]
Column 5
[0.022826265034690]
mu =
Columns 1 through 3
[-0.062050295123841] [-0.959509374561842] [1.610259637902262]
Columns 4 through 5
[0.489991423806427] [3.427222744725821]
sigma2 =
Columns 1 through 4
[0.155412572248835] [0.037486125406684] [0.432967767245846] [0.090809177221118]
Column 5
[0.378699239885166]
likelihood error: 17.0346
current f = [1.2e-10 -1.1e-10 -4.4e-11]
w =
0.456633318952898
-0.308691343538811
0.834383404944193
pic =
Columns 1 through 4
[0.262688400392128] [0.349076556285018] [0.083876599119105] [0.281532179169059]
Column 5
[0.022826265034690]
mu =
Columns 1 through 3
[-0.062057211350978] [-0.959498888848534] [1.610265431616079]
Columns 4 through 5
[0.489979248638573] [3.427270857755699]
sigma2 =
Columns 1 through 4
[0.155410353193411] [0.037487009506735] [0.432991150798218] [0.090806002072220]
Column 5
[0.378711090591698]
likelihood error: 0.00081027
current f = [1.2e-10 -1.1e-10 -4.4e-11]
w =
0.456633318952898
-0.308691343538811
0.834383404944193
pic =
Columns 1 through 4
[0.262688400392128] [0.349076556285018] [0.083876599119105] [0.281532179169059]
Column 5
[0.022826265034690]
mu =
Columns 1 through 3
[-0.062057211350978] [-0.959498888848534] [1.610265431616079]
Columns 4 through 5
[0.489979248638573] [3.427270857755699]
sigma2 =
Columns 1 through 4
[0.155410353193411] [0.037487009506735] [0.432991150798218] [0.090806002072220]
Column 5
[0.378711090591698]
Likelihood error: 14.393
current f = [-1.2e-10 2.5e-10 -2.5e-10]
w =
0.456571157195948
-0.308660700201875
0.834428757035399
pic =
Columns 1 through 4
[0.263492389117427] [0.347880834655910] [0.084241751404614] [0.281763000707239]
Column 5
[0.022622024114809]
mu =
Columns 1 through 3
[-0.064420368346587] [-0.959957280741965] [1.610445882355077]
Columns 4 through 5
[0.488232163674361] [3.434374593457640]
sigma2 =
Columns 1 through 4
[0.159166120255649] [0.037201459912668] [0.437236273527440] [0.091174101475568]
Column 5
[0.374555838023551]
likelihood error: 21.0049
current f = [-1.3e-10 8.7e-11 -8.7e-11]
w =
0.456569576715104
-0.308662251918966
0.834429047827617
pic =
Columns 1 through 4
[0.263492389117427] [0.347880834655910] [0.084241751404614] [0.281763000707239]
Column 5
[0.022622024114809]
mu =
Columns 1 through 3
[-0.064426060159856] [-0.959956766690144] [1.610436576939732]
Columns 4 through 5
[0.488240230248059] [3.434367165434708]
sigma2 =
Columns 1 through 4
[0.159175487681206] [0.037200396286468] [0.437236367220455] [0.091172237048665]
Column 5
[0.374557105717726]
likelihood error: 0.033211
current f = [0 1e-10 2.9e-10]
w =
0.456569428234055
-0.308662447802448
0.834429056612143
pic =
Columns 1 through 4
[0.263492389117427] [0.347880834655910] [0.084241751404614] [0.281763000707239]
Column 5
[0.022622024114809]
mu =
Columns 1 through 3
[-0.064426042826745] [-0.959957122269089] [1.610435993049340]
Columns 4 through 5
[0.488240990578354] [3.434365135861533]
sigma2 =
Columns 1 through 4
[0.159175950360712] [0.037200321086200] [0.437235527123471] [0.091172276343314]
Column 5
[0.374556737622514]
likelihood error: 0.0013715
current f = [5.8e-11 6.5e-11 -2.2e-10]
w =
0.456569411955542
-0.308662469569153
0.834429057467465
pic =
Columns 1 through 4
[0.263492389117427] [0.347880834655910] [0.084241751404614] [0.281763000707239]
Column 5
[0.022622024114809]
mu =
Columns 1 through 3
[-0.064426037715048] [-0.959957163600730] [1.610435930731534]
Columns 4 through 5
[0.488241073945362] [3.434364905626345]
sigma2 =
Columns 1 through 4
[0.159175998651627] [0.037200312981759] [0.437235430089215] [0.091172281896293]
Column 5
[0.374556694436783]
likelihood error: 0.00014018
current f = [5.8e-11 6.5e-11 -2.2e-10]
w =
0.456569411955542
-0.308662469569153
0.834429057467465
pic =
Columns 1 through 4
[0.263492389117427] [0.347880834655910] [0.084241751404614] [0.281763000707239]
Column 5
[0.022622024114809]
mu =
Columns 1 through 3
[-0.064426037715048] [-0.959957163600730] [1.610435930731534]
Columns 4 through 5
[0.488241073945362] [3.434364905626345]
sigma2 =
Columns 1 through 4
[0.159175998651627] [0.037200312981759] [0.437235430089215] [0.091172281896293]
Column 5
[0.374556694436783]
Likelihood error: 17.0354
current f = [-1.6e-10 1.7e-10 -1.6e-10]
w =
0.456459538663960
-0.308692391775631
0.834478098467854
pic =
Columns 1 through 4
[0.264475471972727] [0.346512750993709] [0.084595399769082] [0.282000689856411]
Column 5
[0.022415687408070]
mu =
Columns 1 through 3
[-0.067172333656410] [-0.960426157905386] [1.610752935234618]
Columns 4 through 5
[0.486373921941786] [3.441576542387200]
sigma2 =
Columns 1 through 4
[0.163570281034377] [0.036856128128533] [0.441525645803378] [0.091555707592844]
Column 5
[0.370333849915258]
likelihood error: 27.136
current f = [1.9e-10 -1.5e-10 2.2e-10]
w =
0.456452912992732
-0.308700765426794
0.834478625038031
pic =
Columns 1 through 4
[0.264475471972727] [0.346512750993709] [0.084595399769082] [0.282000689856411]
Column 5
[0.022415687408070]
mu =
Columns 1 through 3
[-0.067176665316837] [-0.960438471911591] [1.610723986069869]
Columns 4 through 5
[0.486408139946759] [3.441496778724420]
sigma2 =
Columns 1 through 4
[0.163595071330910] [0.036852552787210] [0.441495120497793] [0.091555673613896]
Column 5
[0.370321986844248]
likelihood error: 0.094747
current f = [3.1e-10 -2.4e-10 1.6e-10]
w =
0.456452207957447
-0.308701713829574
0.834478659840655
pic =
Columns 1 through 4
[0.264475471972727] [0.346512750993709] [0.084595399769082] [0.282000689856411]
Column 5
[0.022415687408070]
mu =
Columns 1 through 3
[-0.067176476276943] [-0.960440251527187] [1.610721258418188]
Columns 4 through 5
[0.486411763467949] [3.441486766732569]
sigma2 =
Columns 1 through 4
[0.163597216643307] [0.036852200919574] [0.441490890398010] [0.091555920477707]
Column 5
[0.370320162871486]
likelihood error: 0.0076649
current f = [-3.1e-10 1e-10 -2.3e-10]
w =
0.456452130266474
-0.308701818622152
0.834478663570598
pic =
Columns 1 through 4
[0.264475471972727] [0.346512750993709] [0.084595399769082] [0.282000689856411]
Column 5
[0.022415687408070]
mu =
Columns 1 through 3
[-0.067176452229177] [-0.960440449948823] [1.610720959590874]
Columns 4 through 5
[0.486412162667386] [3.441485655924548]
sigma2 =
Columns 1 through 4
[0.163597450611833] [0.036852162285654] [0.441490419417904] [0.091555948927440]
Column 5
[0.370319959106122]
likelihood error: 0.00083239
current f = [-3.1e-10 1e-10 -2.3e-10]
w =
0.456452130266474
-0.308701818622152
0.834478663570598
pic =
Columns 1 through 4
[0.264475471972727] [0.346512750993709] [0.084595399769082] [0.282000689856411]
Column 5
[0.022415687408070]
mu =
Columns 1 through 3
[-0.067176452229177] [-0.960440449948823] [1.610720959590874]
Columns 4 through 5
[0.486412162667386] [3.441485655924548]
sigma2 =
Columns 1 through 4
[0.163597450611833] [0.036852162285654] [0.441490419417904] [0.091555948927440]
Column 5
[0.370319959106122]
Likelihood error: 21.0397
current f = [2.3e-10 -7.3e-11 3.2e-10]
w =
0.456278843506776
-0.308811847803816
0.834532719325080
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070457843590138] [-0.960918437569562] [1.611192398515393]
Columns 4 through 5
[0.484378346495126] [3.448810316924015]
sigma2 =
Columns 1 through 4
[0.168856793837052] [0.036426520063945] [0.445840781853651] [0.091959092095215]
Column 5
[0.366031886276082]
likelihood error: 36.7668
current f = [8.7e-11 -2.4e-10 4.4e-10]
w =
0.456265599475289
-0.308829302161081
0.834533501342012
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070460669678330] [-0.960947614485879] [1.611137355911549]
Columns 4 through 5
[0.484447078585286] [3.448634229493968]
sigma2 =
Columns 1 through 4
[0.168902537867033] [0.036419643857888] [0.445769137095034] [0.091961696592454]
Column 5
[0.366003284364152]
likelihood error: 0.20948
current f = [-1.5e-11 -1.9e-10 -4.4e-11]
w =
0.456264166395575
-0.308831250639026
0.834533563790029
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070460276521841] [-0.960951268205236] [1.611131790498415]
Columns 4 through 5
[0.484454472404099] [3.448613584096578]
sigma2 =
Columns 1 through 4
[0.168906959489235] [0.036418930660041] [0.445760351921680] [0.091962247841951]
Column 5
[0.365999599262447]
likelihood error: 0.019501
current f = [0 -5.8e-11 3.9e-10]
w =
0.456264008546327
-0.308831465538047
0.834533570564337
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070460229949592] [-0.960951672958271] [1.611131179277818]
Columns 4 through 5
[0.484455286605794] [3.448611302556505]
sigma2 =
Columns 1 through 4
[0.168907444091229] [0.036418852254647] [0.445759379461588] [0.091962309859952]
Column 5
[0.365999190610146]
likelihood error: 0.002132
current f = [-1.5e-11 7.3e-11 4.8e-10]
w =
0.456263991146732
-0.308831489227498
0.834533571310575
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070460224800893] [-0.960951717584385] [1.611131111911214]
Columns 4 through 5
[0.484455376353739] [3.448611051028249]
sigma2 =
Columns 1 through 4
[0.168907497497915] [0.036418843612924] [0.445759272246124] [0.091962316702667]
Column 5
[0.365999145552070]
likelihood error: 0.00023492
current f = [-1.5e-11 7.3e-11 4.8e-10]
w =
0.456263991146732
-0.308831489227498
0.834533571310575
pic =
Columns 1 through 4
[0.265698312944547] [0.344909254772099] [0.084934413038163] [0.282250841053308]
Column 5
[0.022207178191881]
mu =
Columns 1 through 3
[-0.070460224800893] [-0.960951717584385] [1.611131111911214]
Columns 4 through 5
[0.484455376353739] [3.448611051028249]
sigma2 =
Columns 1 through 4
[0.168907497497915] [0.036418843612924] [0.445759272246124] [0.091962316702667]
Column 5
[0.365999145552070]
Likelihood error: 27.2392
current f = [-1.5e-11 -2.5e-10 -4.4e-11]
w =
0.456006161494297
-0.309047913801344
0.834594373126416
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074486212589178] [-0.961434478197968] [1.611783756292285]
Columns 4 through 5
[0.482195276961786] [3.456052570337905]
sigma2 =
Columns 1 through 4
[0.175333489785364] [0.035881431383513] [0.450187926014221] [0.092389779797642]
Column 5
[0.361648346344364]
likelihood error: 51.956
current f = [-7.3e-11 1.4e-10 -1.6e-10]
w =
0.455984211982136
-0.309077503777991
0.834595408016002
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074487505052709] [-0.961485865803022] [1.611693899730492]
Columns 4 through 5
[0.482309737619338] [3.455747677952062]
sigma2 =
Columns 1 through 4
[0.175407870323615] [0.035870210076012] [0.450060889280208] [0.092396230838253]
Column 5
[0.361598247347447]
likelihood error: 0.41634
current f = [-5.8e-11 9.5e-11 -2.2e-10]
w =
0.455981823822788
-0.309080786638950
0.834595497036674
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074486879455190] [-0.961491990499742] [1.611684560743892]
Columns 4 through 5
[0.482322114184859] [3.455712809356379]
sigma2 =
Columns 1 through 4
[0.175415391449813] [0.035869024402835] [0.450045966618101] [0.092397232385976]
Column 5
[0.361592165857356]
likelihood error: 0.040945
current f = [8.7e-11 8e-11 -5.8e-11]
w =
0.455981561042467
-0.309081148152278
0.834595506725351
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074486807205193] [-0.961492666769424] [1.611683534966493]
Columns 4 through 5
[0.482323475704949] [3.455708964781508]
sigma2 =
Columns 1 through 4
[0.175416216624807] [0.035868894122589] [0.450044319761767] [0.092397344047074]
Column 5
[0.361591493889321]
likelihood error: 0.0044826
current f = [-5.8e-11 1.2e-10 -1.5e-10]
w =
0.455981532114420
-0.309081187950611
0.834595507791424
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074486799236317] [-0.961492741226351] [1.611683422050967]
Columns 4 through 5
[0.482323625586052] [3.455708541514619]
sigma2 =
Columns 1 through 4
[0.175416307454730] [0.035868879781984] [0.450044138447154] [0.092397356347248]
Column 5
[0.361591419903608]
likelihood error: 0.00049333
current f = [-5.8e-11 1.2e-10 -1.5e-10]
w =
0.455981532114420
-0.309081187950611
0.834595507791424
pic =
Columns 1 through 4
[0.267242248312732] [0.342984502028295] [0.085254422456270] [0.282522551675282]
Column 5
[0.021996275527419]
mu =
Columns 1 through 3
[-0.074486799236317] [-0.961492741226351] [1.611683422050967]
Columns 4 through 5
[0.482323625586052] [3.455708541514619]
sigma2 =
Columns 1 through 4
[0.175416307454730] [0.035868879781984] [0.450044138447154] [0.092397356347248]
Column 5
[0.361591419903608]
Likelihood error: 36.9982
current f = [7.3e-11 8e-11 2.9e-10]
w =
0.455613183536035
-0.309435186605046
0.834665497237582
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079531059770111] [-0.961972791367576] [1.612555826504031]
Columns 4 through 5
[0.479763338408278] [3.463271868084486]
sigma2 =
Columns 1 through 4
[0.183381330506731] [0.035183105045678] [0.454575162333751] [0.092853163304033]
Column 5
[0.357181013639694]
likelihood error: 75.3823
current f = [1.6e-10 -8.7e-11 4.5e-10]
w =
0.455580068927339
-0.309480616238873
0.834666729280957
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079531191012282] [-0.962052624382994] [1.612420531209757]
Columns 4 through 5
[0.479936972351171] [3.462798740368870]
sigma2 =
Columns 1 through 4
[0.183494125270754] [0.035166313895100] [0.454375311045679] [0.092865140771762]
Column 5
[0.357103937957541]
likelihood error: 0.76535
current f = [-1.5e-11 -1.3e-10 -1.3e-10]
w =
0.455576459285961
-0.309485638040396
0.834666837481396
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079530331005603] [-0.962061920743671] [1.612406288391594]
Columns 4 through 5
[0.479955775132914] [3.462745281561227]
sigma2 =
Columns 1 through 4
[0.183505785101629] [0.035164527454513] [0.454352314195332] [0.092866799500761]
Column 5
[0.357094837426796]
likelihood error: 0.077124
current f = [-5.8e-11 -2.9e-11 2.9e-11]
w =
0.455576062595423
-0.309486190226711
0.834666849257239
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079530232774421] [-0.962062944838768] [1.612404725000312]
Columns 4 through 5
[0.479957841029801] [3.462739397854496]
sigma2 =
Columns 1 through 4
[0.183507064119584] [0.035164331388050] [0.454349781852201] [0.092866983586350]
Column 5
[0.357093834354510]
likelihood error: 0.008441
current f = [5.8e-11 -5.1e-11 -3.6e-10]
w =
0.455576018986420
-0.309486250931093
0.834666850551225
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079530221959389] [-0.962063057429508] [1.612404553138035]
Columns 4 through 5
[0.479958068136721] [3.462738750999526]
sigma2 =
Columns 1 through 4
[0.183507204718300] [0.035164309836142] [0.454349503445433] [0.092867003834641]
Column 5
[0.357093724071965]
likelihood error: 0.0009277
current f = [5.8e-11 -5.1e-11 -3.6e-10]
w =
0.455576018986420
-0.309486250931093
0.834666850551225
pic =
Columns 1 through 4
[0.269212765716198] [0.340625604271562] [0.085549072874373] [0.282829889096521]
Column 5
[0.021782668041345]
mu =
Columns 1 through 3
[-0.079530221959389] [-0.962063057429508] [1.612404553138035]
Columns 4 through 5
[0.479958068136721] [3.462738750999526]
sigma2 =
Columns 1 through 4
[0.183507204718300] [0.035164309836142] [0.454349503445433] [0.092867003834641]
Column 5
[0.357093724071965]
Likelihood error: 52.4183
current f = [2.9e-10 2.9e-11 2.8e-10]
w =
0.455070290691798
-0.310006197094144
0.834749775856761
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085911379071412] [-0.962531424601758] [1.613548545707376]
Columns 4 through 5
[0.477014910489840] [3.470430661312515]
sigma2 =
Columns 1 through 4
[0.193404775609105] [0.034293919639611] [0.459015184966591] [0.093352945739559]
Column 5
[0.352627711534041]
likelihood error: 109.2349
current f = [1.7e-10 -1.2e-10 1.9e-10]
w =
0.455023739380984
-0.310071066909094
0.834751058738833
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085911620287034] [-0.962645231919944] [1.613357276287555]
Columns 4 through 5
[0.477260577830459] [3.469750852968009]
sigma2 =
Columns 1 through 4
[0.193566469446734] [0.034270444048615] [0.458725368596024] [0.093372487330494]
Column 5
[0.352518929554031]
likelihood error: 1.2892
current f = [4.8e-10 -1.8e-10 8.7e-11]
w =
0.455018664671141
-0.310078219638893
0.834751168017432
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085910590538832] [-0.962658337299857] [1.613337036531426]
Columns 4 through 5
[0.477287163047270] [3.469674521195016]
sigma2 =
Columns 1 through 4
[0.193583357515207] [0.034267944392351] [0.458692372251583] [0.093375062308246]
Column 5
[0.352506253859645]
likelihood error: 0.13107
current f = [-2.9e-11 -1.4e-10 1.2e-10]
w =
0.455018107743598
-0.310079004962498
0.834751179877515
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085910473234810] [-0.962659778247021] [1.613334817174353]
Columns 4 through 5
[0.477290079983205] [3.469666133559910]
sigma2 =
Columns 1 through 4
[0.193585208600604] [0.034267670459882] [0.458688745530352] [0.093375347317952]
Column 5
[0.352504859477338]
likelihood error: 0.014329
current f = [5.8e-11 -4.4e-11 1.2e-10]
w =
0.455018046608109
-0.310079091171301
0.834751181178752
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085910460339472] [-0.962659936433771] [1.613334573549998]
Columns 4 through 5
[0.477290400182153] [3.469665212761783]
sigma2 =
Columns 1 through 4
[0.193585411797605] [0.034267640393147] [0.458688347392970] [0.093375378621856]
Column 5
[0.352504706398191]
likelihood error: 0.0015725
current f = [2e-10 -4.4e-11 2.3e-10]
w =
0.455018039897030
-0.310079100634785
0.834751181321589
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085910458923806] [-0.962659953798574] [1.613334546806334]
Columns 4 through 5
[0.477290435331640] [3.469665111681689]
sigma2 =
Columns 1 through 4
[0.193585434103404] [0.034267637092644] [0.458688303687798] [0.093375382058373]
Column 5
[0.352504689594033]
likelihood error: 0.00017262
current f = [2e-10 -4.4e-11 2.3e-10]
w =
0.455018039897030
-0.310079100634785
0.834751181321589
pic =
Columns 1 through 4
[0.271734514238877] [0.337696524460040] [0.085809713785162] [0.283193319435516]
Column 5
[0.021565928080403]
mu =
Columns 1 through 3
[-0.085910458923806] [-0.962659953798574] [1.613334546806334]
Columns 4 through 5
[0.477290435331640] [3.469665111681689]
sigma2 =
Columns 1 through 4
[0.193585434103404] [0.034267637092644] [0.458688303687798] [0.093375382058373]
Column 5
[0.352504689594033]
Likelihood error: 76.2341
current f = [-2.9e-10 -9.5e-11 -3.3e-10]
w =
0.454357276309314
-0.310774825543503
0.834852366154152
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093918704984808] [-0.963112140081155] [1.614812018809674]
Columns 4 through 5
[0.473891735784053] [3.477495067558523]
sigma2 =
Columns 1 through 4
[0.205699356578704] [0.033191465471689] [0.463529147915473] [0.093888440645668]
Column 5
[0.347987508565876]
likelihood error: 152.2246
current f = [1e-10 -2.9e-11 2.6e-10]
w =
0.454296375797899
-0.310860938264021
0.834853448216216
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093921710423881] [-0.963261546114274] [1.614558944474028]
Columns 4 through 5
[0.474215564895468] [3.476588890707993]
sigma2 =
Columns 1 through 4
[0.205917275372249] [0.033160906862146] [0.463140222145811] [0.093917422776970]
Column 5
[0.347845905667093]
likelihood error: 1.9361
current f = [-2.3e-10 8.7e-11 -8.7e-11]
w =
0.454289743540298
-0.310870415567385
0.834853528254538
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093920687997572] [-0.963278690067719] [1.614532169224681]
Columns 4 through 5
[0.474250519999390] [3.476487452271053]
sigma2 =
Columns 1 through 4
[0.205940096191549] [0.033157663003831] [0.463096158724996] [0.093921162640925]
Column 5
[0.347829477235779]
likelihood error: 0.19663
current f = [1.3e-10 7.3e-11 3.3e-10]
w =
0.454289016749434
-0.310871454538133
0.834853536863909
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093920570715148] [-0.963280571905553] [1.614529237005110]
Columns 4 through 5
[0.474254349566405] [3.476476322729725]
sigma2 =
Columns 1 through 4
[0.205942594703199] [0.033157308124960] [0.463091323716492] [0.093921575827790]
Column 5
[0.347827673090062]
likelihood error: 0.02146
current f = [-4.4e-11 1.6e-10 0]
w =
0.454288937087188
-0.310871568419866
0.834853537806702
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093920557837715] [-0.963280778181002] [1.614528915604747]
Columns 4 through 5
[0.474254769317566] [3.476475102749841]
sigma2 =
Columns 1 through 4
[0.205942868565196] [0.033157269233137] [0.463090793735334] [0.093921621143335]
Column 5
[0.347827475324845]
likelihood error: 0.0023515
current f = [-2.9e-11 5.1e-11 -3.5e-10]
w =
0.454288928355478
-0.310871580902358
0.834853537910034
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093920556426110] [-0.963280800790705] [1.614528880376168]
Columns 4 through 5
[0.474254815326159] [3.476474969028067]
sigma2 =
Columns 1 through 4
[0.205942898583145] [0.033157264970303] [0.463090735644450] [0.093921626110606]
Column 5
[0.347827453647888]
likelihood error: 0.00025773
current f = [-2.9e-11 5.1e-11 -3.5e-10]
w =
0.454288928355478
-0.310871580902358
0.834853537910034
pic =
Columns 1 through 4
[0.274928241019164] [0.334060828676635] [0.086025975638661] [0.283639478195741]
Column 5
[0.021345476469797]
mu =
Columns 1 through 3
[-0.093920556426110] [-0.963280800790705] [1.614528880376168]
Columns 4 through 5
[0.474254815326159] [3.476474969028067]
sigma2 =
Columns 1 through 4
[0.205942898583145] [0.033157264970303] [0.463090735644450] [0.093921626110606]
Column 5
[0.347827453647888]
Likelihood error: 110.6713
current f = [1.5e-10 -1.7e-10 2.8e-10]
w =
0.453483231470843
-0.311713166401793
0.834977760582000
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103669002939045] [-0.963728343382187] [1.616399961939545]
Columns 4 through 5
[0.470375320253055] [3.484456179726954]
sigma2 =
Columns 1 through 4
[0.220226282162550] [0.031890812659532] [0.468146729985787] [0.094451480431064]
Column 5
[0.343262107535279]
likelihood error: 195.5417
current f = [-1.2e-10 0 1.5e-11]
w =
0.453410143111624
-0.311817917256682
0.834978340198835
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103678503607726] [-0.963906736206931] [1.616091416846918]
Columns 4 through 5
[0.470767337958278] [3.483349997187948]
sigma2 =
Columns 1 through 4
[0.220497488165883] [0.031854364713953] [0.467669432804622] [0.094490481632285]
Column 5
[0.343094024496612]
likelihood error: 2.4991
current f = [-1.6e-10 2.7e-10 -5.5e-10]
w =
0.453402197572764
-0.311829428509924
0.834978355858019
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103677780987537] [-0.963927251967011] [1.616058921144612]
Columns 4 through 5
[0.470809469141667] [3.483226345945015]
sigma2 =
Columns 1 through 4
[0.220525802970272] [0.031850517261862] [0.467615432692724] [0.094495469366735]
Column 5
[0.343074490329347]
likelihood error: 0.25182
current f = [8.7e-11 -1.5e-10 3.1e-10]
w =
0.453401328214960
-0.311830688497150
0.834978357374792
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103677695428778] [-0.963929500472104] [1.616055367797494]
Columns 4 through 5
[0.470814077524224] [3.483212799795330]
sigma2 =
Columns 1 through 4
[0.220528898573668] [0.031850097118151] [0.467609516821416] [0.094496019505121]
Column 5
[0.343072348420127]
likelihood error: 0.027428
current f = [1.2e-10 -1e-10 3.8e-10]
w =
0.453401233074198
-0.311830826390008
0.834978357539716
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103677686038533] [-0.963929746555724] [1.616054978915296]
Columns 4 through 5
[0.470814581855940] [3.483211317210984]
sigma2 =
Columns 1 through 4
[0.220529237361493] [0.031850051146669] [0.467608869372339] [0.094496079748154]
Column 5
[0.343072113995301]
likelihood error: 0.0030006
current f = [2.5e-10 -1.3e-10 3.6e-10]
w =
0.453401222662104
-0.311830841480859
0.834978357557757
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103677685010728] [-0.963929773486855] [1.616054936356218]
Columns 4 through 5
[0.470814637049470] [3.483211154957496]
sigma2 =
Columns 1 through 4
[0.220529274438313] [0.031850046115696] [0.467608798516136] [0.094496086341470]
Column 5
[0.343072088340021]
likelihood error: 0.00032837
current f = [2.5e-10 -1.3e-10 3.6e-10]
w =
0.453401222662104
-0.311830841480859
0.834978357557757
pic =
Columns 1 through 4
[0.278860721535838] [0.329634342121010] [0.086188224986397] [0.284196139586556]
Column 5
[0.021120571770199]
mu =
Columns 1 through 3
[-0.103677685010728] [-0.963929773486855] [1.616054936356218]
Columns 4 through 5
[0.470814637049470] [3.483211154957496]
sigma2 =
Columns 1 through 4
[0.220529274438313] [0.031850046115696] [0.467608798516136] [0.094496086341470]
Column 5
[0.343072088340021]
Likelihood error: 154.3814
current f = [1.6e-10 -8.7e-11 -2.9e-11]
w =
0.452509806872057
-0.312733857022793
0.835124187984195
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114923069135025] [-0.964409216230574] [1.618356216878914]
Columns 4 through 5
[0.466525444779735] [3.491361706023610]
sigma2 =
Columns 1 through 4
[0.236390927896049] [0.030461251868461] [0.472894350678034] [0.095025094484290]
Column 5
[0.338456147520855]
likelihood error: 223.1948
current f = [1.5e-11 -1.4e-10 5.5e-10]
w =
0.452431197671840
-0.312847895731676
0.835124065938402
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941894280658] [-0.964598791092121] [1.618017992382961]
Columns 4 through 5
[0.466951200490862] [3.490152705784359]
sigma2 =
Columns 1 through 4
[0.236694178077213] [0.030422389246947] [0.472370175250887] [0.095071777462132]
Column 5
[0.338278084703861]
likelihood error: 2.6723
current f = [-8.7e-11 1.7e-10 -1.2e-10]
w =
0.452422672220665
-0.312860409971845
0.835123996501694
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941766974829] [-0.964620741191838] [1.617982667357712]
Columns 4 through 5
[0.466996672976781] [3.490017715102480]
sigma2 =
Columns 1 through 4
[0.236725604227505] [0.030418314723683] [0.472310844860732] [0.095077703398771]
Column 5
[0.338257272670578]
likelihood error: 0.26618
current f = [1e-10 -8.7e-11 2.9e-11]
w =
0.452421740999653
-0.312861777431193
0.835123988694755
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941745430826] [-0.964623143236471] [1.617978811553052]
Columns 4 through 5
[0.467001637930858] [3.490002951304889]
sigma2 =
Columns 1 through 4
[0.236729033945814] [0.030417870630942] [0.472304355881444] [0.095078355695033]
Column 5
[0.338254994205658]
likelihood error: 0.028926
current f = [-1.3e-10 -1.5e-11 -3.6e-10]
w =
0.452421639261269
-0.312861926832376
0.835123987840656
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941743046987] [-0.964623405679501] [1.617978390282208]
Columns 4 through 5
[0.467002180364843] [3.490001338182037]
sigma2 =
Columns 1 through 4
[0.236729408665963] [0.030417822122070] [0.472303646912132] [0.095078427002584]
Column 5
[0.338254745256996]
likelihood error: 0.003159
current f = [-2.9e-11 1.1e-10 1e-10]
w =
0.452421628145994
-0.312861943154996
0.835123987747333
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941742786385] [-0.964623434352348] [1.617978344256579]
Columns 4 through 5
[0.467002239627724] [3.490001161941355]
sigma2 =
Columns 1 through 4
[0.236729449605782] [0.030417816822413] [0.472303569454612] [0.095078434793633]
Column 5
[0.338254718058378]
likelihood error: 0.00034511
current f = [-2.9e-11 1.1e-10 1e-10]
w =
0.452421628145994
-0.312861943154996
0.835123987747333
pic =
Columns 1 through 4
[0.283476567834847] [0.324461267195730] [0.086292573182530] [0.284879189736875]
Column 5
[0.020890402050015]
mu =
Columns 1 through 3
[-0.114941742786385] [-0.964623434352348] [1.617978344256579]
Columns 4 through 5
[0.467002239627724] [3.490001161941355]
sigma2 =
Columns 1 through 4
[0.236729449605782] [0.030417816822413] [0.472303569454612] [0.095078434793633]
Column 5
[0.338254718058378]
Likelihood error: 198.3233
current f = [4.4e-11 -6.5e-11 8.7e-11]
w =
0.451553205027464
-0.313701196133995
0.835279152483483
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127027655910168] [-0.965182226485533] [1.620698435402706]
Columns 4 through 5
[0.462499263468710] [3.498343752572611]
sigma2 =
Columns 1 through 4
[0.253052614254191] [0.029014250637448] [0.477771663477483] [0.095585974436126]
Column 5
[0.333573920455288]
likelihood error: 222.1426
current f = [8.7e-11 7.3e-12 4.4e-11]
w =
0.451479418248764
-0.313809369997237
0.835278405203735
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127054835615925] [-0.965357156437018] [1.620374080030621]
Columns 4 through 5
[0.462903272542376] [3.497191284568278]
sigma2 =
Columns 1 through 4
[0.253348202396519] [0.028978193269615] [0.477269587796723] [0.095634268953885]
Column 5
[0.333409882587028]
likelihood error: 2.3045
current f = [-1.2e-10 -2.1e-10 -1.3e-10]
w =
0.451471440009547
-0.313821221650516
0.835278264830040
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127055383962933] [-0.965377623768516] [1.620340604614337]
Columns 4 through 5
[0.462946068611962] [3.497062849737029]
sigma2 =
Columns 1 through 4
[0.253378500292918] [0.028974438882186] [0.477212696668682] [0.095640333555028]
Column 5
[0.333390550845211]
likelihood error: 0.22682
current f = [-5.8e-11 -1.5e-11 -2.8e-10]
w =
0.451470570318692
-0.313822514123857
0.835278249306838
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127055435703750] [-0.965379859717275] [1.620336958976210]
Columns 4 through 5
[0.462950731264077] [3.497048831495555]
sigma2 =
Columns 1 through 4
[0.253381799437624] [0.028974030520411] [0.477206486555726] [0.095640999278509]
Column 5
[0.333388438241881]
likelihood error: 0.024588
current f = [1.5e-11 5.1e-11 2.6e-10]
w =
0.451470475492671
-0.313822655050011
0.835278247613204
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127055441315636] [-0.965380103526209] [1.620336561466932]
Columns 4 through 5
[0.462951239650500] [3.497047302901966]
sigma2 =
Columns 1 through 4
[0.253382159167565] [0.028973986003443] [0.477205809410585] [0.095641071903158]
Column 5
[0.333388207876399]
likelihood error: 0.0026797
current f = [0 -1.5e-11 1e-10]
w =
0.451470465153317
-0.313822670415908
0.835278247428531
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127055441927384] [-0.965380130109946] [1.620336518124232]
Columns 4 through 5
[0.462951295082472] [3.497047136230555]
sigma2 =
Columns 1 through 4
[0.253382198391006] [0.028973981149629] [0.477205735577932] [0.095641079822184]
Column 5
[0.333388182758406]
likelihood error: 0.00029217
current f = [0 -1.5e-11 1e-10]
w =
0.451470465153317
-0.313822670415908
0.835278247428531
pic =
Columns 1 through 4
[0.288557583291587] [0.318766440855535] [0.086346810419912] [0.285674823000725]
Column 5
[0.020654342432238]
mu =
Columns 1 through 3
[-0.127055441927384] [-0.965380130109946] [1.620336518124232]
Columns 4 through 5
[0.462951295082472] [3.497047136230555]
sigma2 =
Columns 1 through 4
[0.253382198391006] [0.028973981149629] [0.477205735577932] [0.095641079822184]
Column 5
[0.333388182758406]
Likelihood error: 226.1658
current f = [2e-10 -2.9e-11 2.2e-10]
w =
0.450742066916848
-0.314478909942155
0.835424804703047
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139099033849361] [-0.966042496094939] [1.623406871411580]
Columns 4 through 5
[0.458520940635061] [3.505606239532752]
sigma2 =
Columns 1 through 4
[0.268879713133797] [0.027661009658248] [0.482733667082262] [0.096109945474382]
Column 5
[0.328611119024760]
likelihood error: 193.6685
current f = [-2.2e-10 -4.4e-11 2.5e-10]
w =
0.450683139753500
-0.314566029060127
0.835423797185159
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139129328553257] [-0.966179072671802] [1.623141387061533]
Columns 4 through 5
[0.458847672378763] [3.504672890365050]
sigma2 =
Columns 1 through 4
[0.269124344123969] [0.027632586160155] [0.482325338484331] [0.096151761073655]
Column 5
[0.328483424822805]
likelihood error: 1.5823
current f = [-1.5e-10 -5.1e-11 -2.3e-10]
w =
0.450676793097953
-0.314575556522614
0.835423633494668
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139130299349197] [-0.966195300384012] [1.623114438147492]
Columns 4 through 5
[0.458881903302936] [3.504569154688693]
sigma2 =
Columns 1 through 4
[0.269149038838567] [0.027629647974777] [0.482278976261157] [0.096156949201373]
Column 5
[0.328468189256615]
likelihood error: 0.15407
current f = [-2.5e-10 5.1e-11 -3.3e-10]
w =
0.450676102941874
-0.314576593051402
0.835423615503713
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139130397534201] [-0.966197069691869] [1.623111511677394]
Columns 4 through 5
[0.458885622951378] [3.504557860494898]
sigma2 =
Columns 1 through 4
[0.269151720202051] [0.027629329120485] [0.482273927111512] [0.096157516757490]
Column 5
[0.328466527763381]
likelihood error: 0.016659
current f = [4.1e-10 -1.2e-10 3.6e-10]
w =
0.450676027871448
-0.314576705799738
0.835423613545966
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139130408188843] [-0.966197262158576] [1.623111193354576]
Columns 4 through 5
[0.458886027544805] [3.504556631902301]
sigma2 =
Columns 1 through 4
[0.269152011864131] [0.027629294443282] [0.482273377873684] [0.096157578517862]
Column 5
[0.328466347021284]
likelihood error: 0.0018113
current f = [5.8e-11 -5.1e-11 -3.2e-10]
w =
0.450676019705739
-0.314576718063834
0.835423613333009
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139130409347683] [-0.966197283093979] [1.623111158729169]
Columns 4 through 5
[0.458886071554077] [3.504556498262589]
sigma2 =
Columns 1 through 4
[0.269152043589549] [0.027629290671364] [0.482273318130789] [0.096157585236041]
Column 5
[0.328466327361177]
likelihood error: 0.00019701
current f = [5.8e-11 -5.1e-11 -3.2e-10]
w =
0.450676019705739
-0.314576718063834
0.835423613333009
pic =
Columns 1 through 4
[0.293765146860151] [0.312918667073427] [0.086371845677502] [0.286531996852797]
Column 5
[0.020412343536122]
mu =
Columns 1 through 3
[-0.139130409347683] [-0.966197283093979] [1.623111158729169]
Columns 4 through 5
[0.458886071554077] [3.504556498262589]
sigma2 =
Columns 1 through 4
[0.269152043589549] [0.027629290671364] [0.482273318130789] [0.096157585236041]
Column 5
[0.328466327361177]
Likelihood error: 224.7015
current f = [3.5e-10 -1.7e-10 2.9e-10]
w =
0.450158512867339
-0.314980291603277
0.835550554541485
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150341624818677] [-0.966946468234668] [1.626422974400878]
Columns 4 through 5
[0.454813789078042] [3.513352455426594]
sigma2 =
Columns 1 through 4
[0.282819019483567] [0.026473894017059] [0.487698758072529] [0.096577080692899]
Column 5
[0.323547235083124]
likelihood error: 151.2885
current f = [2.9e-11 -1.5e-11 1.6e-10]
w =
0.450120054821044
-0.315037410339619
0.835549738994878
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150368880765931] [-0.967032142925523] [1.626243688722505]
Columns 4 through 5
[0.455030781484514] [3.512737626780083]
sigma2 =
Columns 1 through 4
[0.282985169425696] [0.026455510588404] [0.487429725346725] [0.096605797479979]
Column 5
[0.323467718719614]
likelihood error: 0.85037
current f = [-4.4e-11 8.7e-11 2.9e-11]
w =
0.450115936519355
-0.315043647899748
0.835549605714301
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150369836913295] [-0.967042643646448] [1.626225997807331]
Columns 4 through 5
[0.455053109920301] [3.512669405894963]
sigma2 =
Columns 1 through 4
[0.283001502587944] [0.026453633219551] [0.487398955986443] [0.096609354733238]
Column 5
[0.323457963640893]
likelihood error: 0.081559
current f = [-1.3e-10 -2.2e-11 -1.5e-11]
w =
0.450115489930949
-0.315044324682322
0.835549591113347
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150369934493506] [-0.967043786364201] [1.626224083568220]
Columns 4 through 5
[0.455055528533102] [3.512661999233802]
sigma2 =
Columns 1 through 4
[0.283003269759603] [0.026453430022608] [0.487395613317681] [0.096609742483508]
Column 5
[0.323456901974320]
likelihood error: 0.0087968
current f = [2.9e-11 1.7e-10 -1e-10]
w =
0.450115441485944
-0.315044398099629
0.835549589528926
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150369945059421] [-0.967043910335720] [1.626223875921840]
Columns 4 through 5
[0.455055790893133] [3.512661195727698]
sigma2 =
Columns 1 through 4
[0.283003461452902] [0.026453407982879] [0.487395250692157] [0.096609784558375]
Column 5
[0.323456786794629]
likelihood error: 0.00095389
current f = [2.9e-11 1.7e-10 -1e-10]
w =
0.450115441485944
-0.315044398099629
0.835549589528926
pic =
Columns 1 through 4
[0.298753540683945] [0.307308209785027] [0.086394990219178] [0.287378074390122]
Column 5
[0.020165184921727]
mu =
Columns 1 through 3
[-0.150369945059421] [-0.967043910335720] [1.626223875921840]
Columns 4 through 5
[0.455055790893133] [3.512661195727698]
sigma2 =
Columns 1 through 4
[0.283003461452902] [0.026453407982879] [0.487395250692157] [0.096609784558375]
Column 5
[0.323456786794629]
Likelihood error: 195.4236
current f = [-1.2e-10 -1.5e-10 2.5e-10]
w =
0.449815448559795
-0.315186047043293
0.835657715806044
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160266563474041] [-0.967836495385288] [1.629659674876803]
Columns 4 through 5
[0.451541476159075] [3.521703213036607]
sigma2 =
Columns 1 through 4
[0.294345382153762] [0.025478297002156] [0.492580258577961] [0.096974215939768]
Column 5
[0.318349108564547]
likelihood error: 109.1355
current f = [-1.3e-10 1e-10 1.5e-11]
w =
0.449797693065793
-0.315212214807442
0.835657402856504
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160287093721034] [-0.967871236718046] [1.629570239843328]
Columns 4 through 5
[0.451645795736622] [3.521421873699395]
sigma2 =
Columns 1 through 4
[0.294428300761922] [0.025469689447338] [0.492459598714547] [0.096987083407644]
Column 5
[0.318317284437587]
likelihood error: 0.32398
current f = [1.7e-10 5.1e-11 -5.8e-11]
w =
0.449795816207363
-0.315215077698781
0.835657333189689
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160287672131273] [-0.967876003989249] [1.629562075247701]
Columns 4 through 5
[0.451656026652971] [3.521390436250848]
sigma2 =
Columns 1 through 4
[0.294435863909914] [0.025468844843586] [0.492445304771658] [0.096988767921270]
Column 5
[0.318312928796597]
likelihood error: 0.029462
current f = [-1.9e-10 -1.2e-10 -3.8e-10]
w =
0.449795613320782
-0.315215387470277
0.835657325546388
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160287729798541] [-0.967876522638417] [1.629561196511539]
Columns 4 through 5
[0.451657130183159] [3.521387032505684]
sigma2 =
Columns 1 through 4
[0.294436677902132] [0.025468753753247] [0.492443754956935] [0.096988951100660]
Column 5
[0.318312454950361]
likelihood error: 0.0031667
current f = [8.7e-11 -7.3e-11 -1.2e-10]
w =
0.449795591375355
-0.315215420977924
0.835657324719292
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160287736021595] [-0.967876578748365] [1.629561101472250]
Columns 4 through 5
[0.451657249540845] [3.521386664315986]
sigma2 =
Columns 1 through 4
[0.294436765939113] [0.025468743901306] [0.492443587305578] [0.096988970919014]
Column 5
[0.318312403687265]
likelihood error: 0.00034243
current f = [8.7e-11 -7.3e-11 -1.2e-10]
w =
0.449795591375355
-0.315215420977924
0.835657324719292
pic =
Columns 1 through 4
[0.303271771268843] [0.302226625523637] [0.086439774886149] [0.288147501743618]
Column 5
[0.019914326577752]
mu =
Columns 1 through 3
[-0.160287736021595] [-0.967876578748365] [1.629561101472250]
Columns 4 through 5
[0.451657249540845] [3.521386664315986]
sigma2 =
Columns 1 through 4
[0.294436765939113] [0.025468743901306] [0.492443587305578] [0.096988970919014]
Column 5
[0.318312403687265]
Likelihood error: 152.2301
current f = [2.9e-10 -7.3e-11 1.5e-10]
w =
0.449676065205084
-0.315130666321322
0.835753611733478
pic =
Columns 1 through 4
[0.307196897817679] [0.297820412221465] [0.086520035996283] [0.288801198458908]
Column 5
[0.019661455505665]
mu =
Columns 1 through 3
[-0.168714108300273] [-0.968666468894333] [1.633020871491137]
Columns 4 through 5
[0.448786288646742] [3.530668628554039]
sigma2 =
Columns 1 through 4
[0.303418170357892] [0.024666712983087] [0.497316793321773] [0.097295284234370]
Column 5
[0.312985447168820]
likelihood error: 74.8712
current f = [-8.7e-11 1.5e-10 -3.5e-10]
w =
0.449675610754228
-0.315130578671599
0.835753889299305
pic =
Columns 1 through 4
[0.307196897817679] [0.297820412221465] [0.086520035996283] [0.288801198458908]
Column 5
[0.019661455505665]
mu =
Columns 1 through 3
[-0.168727249847827] [-0.968658574770715] [1.633008056050200]
Columns 4 through 5
[0.448795620602188] [3.530673700607923]
sigma2 =
Columns 1 through 4
[0.303429758896383] [0.024666005264437] [0.497325557681556] [0.097293359882620]
Column 5
[0.312992459152247]
likelihood error: 0.030736
current f = [0 6.5e-11 -2.8e-10]
w =
0.449675598199786
-0.315130595664524
0.835753889646819
pic =
Columns 1 through 4
[0.307196897817679] [0.297820412221465] [0.086520035996283] [0.288801198458908]
Column 5
[0.019661455505665]
mu =
Columns 1 through 3
[-0.168727292115089] [-0.968658580425916] [1.633007969159224]
Columns 4 through 5
[0.448795709422489] [3.530673524375079]
sigma2 =
Columns 1 through 4
[0.303429838569392] [0.024665998300978] [0.497325495726028] [0.097293364774278]
Column 5
[0.312992453945240]
likelihood error: 0.00022396
current f = [0 6.5e-11 -2.8e-10]
w =
0.449675598199786
-0.315130595664524
0.835753889646819
pic =
Columns 1 through 4
[0.307196897817679] [0.297820412221465] [0.086520035996283] [0.288801198458908]
Column 5
[0.019661455505665]
mu =
Columns 1 through 3
[-0.168727292115089] [-0.968658580425916] [1.633007969159224]
Columns 4 through 5
[0.448795709422489] [3.530673524375079]
sigma2 =
Columns 1 through 4
[0.303429838569392] [0.024665998300978] [0.497325495726028] [0.097293364774278]
Column 5
[0.312992453945240]
Likelihood error: 109.4925
current f = [-2.2e-10 2e-10 -3.8e-10]
w =
0.449684610891815
-0.314876368540315
0.835844855976239
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175754762181509] [-0.969410667147025] [1.636420173819573]
Columns 4 through 5
[0.446558933606840] [3.540174178703152]
sigma2 =
Columns 1 through 4
[0.310296106114409] [0.024015857254967] [0.501884168510018] [0.097540483188186]
Column 5
[0.307440397066458]
likelihood error: 50.1002
current f = [3.5e-10 1.2e-10 1.2e-10]
w =
0.449696673408331
-0.314857049043441
0.835845643999618
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175761682986225] [-0.969371716249440] [1.636463808891228]
Columns 4 through 5
[0.446499135117849] [3.540391298874597]
sigma2 =
Columns 1 through 4
[0.310255240619061] [0.024020702652938] [0.501990123050406] [0.097527071261763]
Column 5
[0.307474275310359]
likelihood error: 0.093874
current f = [-2.3e-10 -1.1e-10 -3.9e-10]
w =
0.449698002973063
-0.314854994319001
0.835845702671503
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175761211529920] [-0.969368292023076] [1.636469654838548]
Columns 4 through 5
[0.446491871860674] [3.540414045724192]
sigma2 =
Columns 1 through 4
[0.310249833047230] [0.024021286339301] [0.502000644471707] [0.097525809208663]
Column 5
[0.307477242974331]
likelihood error: 0.012295
current f = [-1.2e-10 1.8e-10 1.5e-11]
w =
0.449698146074641
-0.314854773379903
0.835845708906208
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175761157293998] [-0.969367925918340] [1.636470286929062]
Columns 4 through 5
[0.446491088218417] [3.540416490516044]
sigma2 =
Columns 1 through 4
[0.310249248511949] [0.024021349307759] [0.502001773640433] [0.097525674034651]
Column 5
[0.307477560224007]
likelihood error: 0.0013307
current f = [-2.6e-10 7.3e-12 -2.3e-10]
w =
0.449698161467028
-0.314854749615730
0.835845709576588
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175761151450071] [-0.969367886546172] [1.636470354926040]
Columns 4 through 5
[0.446491003922540] [3.540416753472139]
sigma2 =
Columns 1 through 4
[0.310249185631189] [0.024021356081392] [0.502001895087227] [0.097525659497579]
Column 5
[0.307477594341923]
likelihood error: 0.00014318
current f = [-2.6e-10 7.3e-12 -2.3e-10]
w =
0.449698161467028
-0.314854749615730
0.835845709576588
pic =
Columns 1 through 4
[0.310510581676613] [0.294112776401719] [0.086640172585142] [0.289328415756172]
Column 5
[0.019408053580354]
mu =
Columns 1 through 3
[-0.175761151450071] [-0.969367886546172] [1.636470354926040]
Columns 4 through 5
[0.446491003922540] [3.540416753472139]
sigma2 =
Columns 1 through 4
[0.310249185631189] [0.024021356081392] [0.502001895087227] [0.097525659497579]
Column 5
[0.307477594341923]
Likelihood error: 74.9022
current f = [3.3e-10 -1.2e-10 1.6e-10]
w =
0.449787459573954
-0.314490528759273
0.835934775284963
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181572706281193] [-0.970060736262834] [1.639790706282374]
Columns 4 through 5
[0.444821953331097] [3.550103762716819]
sigma2 =
Columns 1 through 4
[0.315359366512088] [0.023498119695413] [0.506290795059118] [0.097714875469152]
Column 5
[0.301718314268358]
likelihood error: 33.3901
current f = [-1.2e-10 1.5e-11 -2.6e-10]
w =
0.449807415864305
-0.314458944620238
0.835935919064254
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181575157188032] [-0.970002067560607] [1.639870762733727]
Columns 4 through 5
[0.444718300104013] [3.550457489608186]
sigma2 =
Columns 1 through 4
[0.315284918475271] [0.023506382644417] [0.506460219493833] [0.097693896796996]
Column 5
[0.301767739315595]
likelihood error: 0.12336
current f = [3.6e-10 -4.4e-11 2.2e-10]
w =
0.449809586594473
-0.314455577834144
0.835936017513724
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181574291367399] [-0.969996489064208] [1.639880419743164]
Columns 4 through 5
[0.444706395708109] [3.550494873387397]
sigma2 =
Columns 1 through 4
[0.315276016903754] [0.023507329566340] [0.506477589303167] [0.097691816757452]
Column 5
[0.301772407757416]
likelihood error: 0.015181
current f = [-2.9e-11 1.1e-10 -1.5e-11]
w =
0.449809819568431
-0.314455216690354
0.835936028004559
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181574195223993] [-0.969995892610421] [1.639881458719554]
Columns 4 through 5
[0.444705116330691] [3.550498882060547]
sigma2 =
Columns 1 through 4
[0.315275059405570] [0.023507431360649] [0.506479450500712] [0.097691594241175]
Column 5
[0.301772906790912]
likelihood error: 0.0016395
current f = [5.1e-10 -2.2e-11 7.3e-11]
w =
0.449809844563579
-0.314455177944810
0.835936029129854
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181574184899592] [-0.969995828624898] [1.639881570193884]
Columns 4 through 5
[0.444704979065430] [3.550499312124053]
sigma2 =
Columns 1 through 4
[0.315274956673869] [0.023507442282777] [0.506479650174337] [0.097691570371940]
Column 5
[0.301772960324957]
likelihood error: 0.00017599
current f = [5.1e-10 -2.2e-11 7.3e-11]
w =
0.449809844563579
-0.314455177944810
0.835936029129854
pic =
Columns 1 through 4
[0.313257332846826] [0.291050906562125] [0.086798385028961] [0.289738164761819]
Column 5
[0.019155210800270]
mu =
Columns 1 through 3
[-0.181574184899592] [-0.969995828624898] [1.639881570193884]
Columns 4 through 5
[0.444704979065430] [3.550499312124053]
sigma2 =
Columns 1 through 4
[0.315274956673869] [0.023507442282777] [0.506479650174337] [0.097691570371940]
Column 5
[0.301772960324957]
Likelihood error: 49.9926
current f = [8.7e-11 -1.4e-10 2.6e-10]
w =
0.449942073302769
-0.314032294535950
0.836023832591209
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186382564123076] [-0.970619391386886] [1.643086145809477]
Columns 4 through 5
[0.443512735975491] [3.560334292518210]
sigma2 =
Columns 1 through 4
[0.318995610891058] [0.023087336268870] [0.510566624733574] [0.097826753836471]
Column 5
[0.295840614169890]
likelihood error: 22.55
current f = [-1.6e-10 -2e-10 -8.7e-11]
w =
0.449966168504780
-0.313994200903936
0.836025172467807
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186382170347009] [-0.970550385415365] [1.643186089984308]
Columns 4 through 5
[0.443385846073346] [3.560761427105380]
sigma2 =
Columns 1 through 4
[0.318903132389750] [0.023097351041182] [0.510770698381424] [0.097801723128983]
Column 5
[0.295896675264451]
likelihood error: 0.10961
current f = [1.7e-10 -7.3e-12 -1.7e-10]
w =
0.449968775801431
-0.313990144215547
0.836025292762881
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186381054270019] [-0.970543684325793] [1.643197803003145]
Columns 4 through 5
[0.443371508433908] [3.560806602904087]
sigma2 =
Columns 1 through 4
[0.318892383261058] [0.023098482226189] [0.510791775145571] [0.097799210091787]
Column 5
[0.295902064769748]
likelihood error: 0.01356
current f = [2.3e-10 2.9e-11 1.3e-10]
w =
0.449969054963471
-0.313989710055573
0.836025305570649
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186380931729682] [-0.970542968983061] [1.643199059409206]
Columns 4 through 5
[0.443369971676877] [3.560811436210899]
sigma2 =
Columns 1 through 4
[0.318891230480339] [0.023098603521690] [0.510794028941765] [0.097798941799551]
Column 5
[0.295902639906318]
likelihood error: 0.0014643
current f = [-1.5e-10 5.1e-11 -5.8e-11]
w =
0.449969084844980
-0.313989663583668
0.836025306941355
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186380918604014] [-0.970542892418749] [1.643199193898665]
Columns 4 through 5
[0.443369807178735] [3.560811953548876]
sigma2 =
Columns 1 through 4
[0.318891107083981] [0.023098616506274] [0.510794270179023] [0.097798913086456]
Column 5
[0.295902701463281]
likelihood error: 0.00015686
current f = [-1.5e-10 5.1e-11 -5.8e-11]
w =
0.449969084844980
-0.313989663583668
0.836025306941355
pic =
Columns 1 through 4
[0.315509252820445] [0.288548006896703] [0.086989950776920] [0.290049152422828]
Column 5
[0.018903637083103]
mu =
Columns 1 through 3
[-0.186380918604014] [-0.970542892418749] [1.643199193898665]
Columns 4 through 5
[0.443369807178735] [3.560811953548876]
sigma2 =
Columns 1 through 4
[0.318891107083981] [0.023098616506274] [0.510794270179023] [0.097798913086456]
Column 5
[0.295902701463281]
Likelihood error: 33.2498
current f = [3.3e-10 -2e-10 2.8e-10]
w =
0.450118390739049
-0.313547367564698
0.836110927217041
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190385043003726] [-0.971095073930440] [1.646277009884856]
Columns 4 through 5
[0.442560438091906] [3.570754900850476]
sigma2 =
Columns 1 through 4
[0.321545553160882] [0.022761021425541] [0.514752296351272] [0.097886105905304]
Column 5
[0.289839333893258]
likelihood error: 15.653
current f = [-7.3e-11 9.5e-11 -3.6e-10]
w =
0.450143894446103
-0.313507003608086
0.836112332752947
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190383050764784] [-0.971022684936279] [1.646384649863956]
Columns 4 through 5
[0.442425331189129] [3.571208403516945]
sigma2 =
Columns 1 through 4
[0.321446442521010] [0.022771611576273] [0.514969239031957] [0.097859718745850]
Column 5
[0.289895867850438]
likelihood error: 0.081845
current f = [-5.8e-11 1.5e-10 -1.5e-10]
w =
0.450146645645700
-0.313502711751012
0.836112460820127
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190381812842508] [-0.971015609652818] [1.646397119791742]
Columns 4 through 5
[0.442410168318717] [3.571256331217586]
sigma2 =
Columns 1 through 4
[0.321435055764638] [0.022772799948442] [0.514991680452360] [0.097857060137651]
Column 5
[0.289901315131672]
likelihood error: 0.010412
current f = [2.5e-10 -2.5e-10 4.1e-10]
w =
0.450146939610033
-0.313502253346908
0.836112474435189
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190381677687633] [-0.971014855697142] [1.646398454333502]
Columns 4 through 5
[0.442408546618679] [3.571261448676909]
sigma2 =
Columns 1 through 4
[0.321433837394206] [0.022772927106886] [0.514994075550968] [0.097856776848552]
Column 5
[0.289901895338806]
likelihood error: 0.0011254
current f = [-1.2e-10 1.2e-10 6e-10]
w =
0.450146971012224
-0.313502204379305
0.836112475889360
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190381663241501] [-0.971014775162874] [1.646398596896307]
Columns 4 through 5
[0.442408373380344] [3.571261995319797]
sigma2 =
Columns 1 through 4
[0.321433707242218] [0.022772940691529] [0.514994331394039] [0.097856746591945]
Column 5
[0.289901957312960]
likelihood error: 0.00012036
current f = [-1.2e-10 1.2e-10 6e-10]
w =
0.450146971012224
-0.313502204379305
0.836112475889360
pic =
Columns 1 through 4
[0.317344003034490] [0.286510358485921] [0.087209383178024] [0.290282488028828]
Column 5
[0.018653767272736]
mu =
Columns 1 through 3
[-0.190381663241501] [-0.971014775162874] [1.646398596896307]
Columns 4 through 5
[0.442408373380344] [3.571261995319797]
sigma2 =
Columns 1 through 4
[0.321433707242218] [0.022772940691529] [0.514994331394039] [0.097856746591945]
Column 5
[0.289901957312960]
Likelihood error: 22.4252
current f = [2.9e-11 -1e-10 3.2e-10]
w =
0.450296958114760
-0.313067768859277
0.836194487911795
pic =
Columns 1 through 4
[0.318833690887638] [0.284851220352150] [0.087451537045140] [0.290457680949235]
Column 5
[0.018405870765837]
mu =
Columns 1 through 3
[-0.193749653807386] [-0.971498415207263] [1.649345825495966]
Columns 4 through 5
[0.441896241311294] [3.581274223540208]
sigma2 =
Columns 1 through 4
[0.323286159420046] [0.022500815204388] [0.518891139183525] [0.097903357756479]
Column 5
[0.283750954775294]
likelihood error: 11.2921
current f = [2.8e-10 -9.5e-11 9.2e-10]
w =
0.450322053591139
-0.313027986314846
0.836195866907470
pic =
Columns 1 through 4
[0.318833690887638] [0.284851220352150] [0.087451537045140] [0.290457680949235]
Column 5
[0.018405870765837]
mu =
Columns 1 through 3
[-0.193746917674103] [-0.971427357968468] [1.649452921307970]
Columns 4 through 5
[0.441762922282171] [3.581722163945168]
sigma2 =
Columns 1 through 4
[0.323188043642232] [0.022511214918115] [0.519105974315580] [0.097877457847926]
Column 5
[0.283804177171151]
likelihood error: 0.053867
current f = [1.3e-10 1.6e-10 0]
w =
0.450324755058989
-0.313023762852430
0.836195993096575
pic =
Columns 1 through 4
[0.318833690887638] [0.284851220352150] [0.087451537045140] [0.290457680949235]
Column 5
[0.018405870765837]
mu =
Columns 1 through 3
[-0.193745655682168] [-0.971420405558084] [1.649465266700642]
Columns 4 through 5
[0.441748005176043] [3.581769453025553]
sigma2 =
Columns 1 through 4
[0.323176830358732] [0.022512377643609] [0.519128189176760] [0.097874846826429]
Column 5
[0.283809284218295]
likelihood error: 0.0071987
current f = [-3.9e-10 8e-11 -2.3e-10]
w =
0.450325043204763
-0.313023312534723
0.836196006491550
pic =
Columns 1 through 4
[0.318833690887638] [0.284851220352150] [0.087451537045140] [0.290457680949235]
Column 5
[0.018405870765837]
mu =
Columns 1 through 3
[-0.193745518366210] [-0.971419665915013] [1.649466585502000]
Columns 4 through 5
[0.441746412596690] [3.581774493621164]
sigma2 =
Columns 1 through 4
[0.323175632748591] [0.022512501834586] [0.519130556069247] [0.097874569068977]
Column 5
[0.283809827212539]
likelihood error: 0.00077988
current f = [-3.9e-10 8e-11 -2.3e-10]
w =
0.450325043204763
-0.313023312534723
0.836196006491550
pic =
Columns 1 through 4
[0.318833690887638] [0.284851220352150] [0.087451537045140] [0.290457680949235]
Column 5
[0.018405870765837]
mu =
Columns 1 through 3
[-0.193745518366210] [-0.971419665915013] [1.649466585502000]
Columns 4 through 5
[0.441746412596690] [3.581774493621164]
sigma2 =
Columns 1 through 4
[0.323175632748591] [0.022512501834586] [0.519130556069247] [0.097874569068977]
Column 5
[0.283809827212539]
Likelihood error: 15.5595
current f = [3.2e-10 -2.7e-10 9e-10]
w =
0.450466219896275
-0.312613945760582
0.836273104702264
pic =
Columns 1 through 4
[0.320040623982225] [0.283496218045958] [0.087712007549454] [0.290591008758883]
Column 5
[0.018160141663478]
mu =
Columns 1 through 3
[-0.196612105472539] [-0.971840240470477] [1.652282907020435]
Columns 4 through 5
[0.441458614058915] [3.591820443998548]
sigma2 =
Columns 1 through 4
[0.324432659593151] [0.022292144377831] [0.523024040166393] [0.097888489673185]
Column 5
[0.277612097413287]
likelihood error: 8.5269
current f = [2.3e-10 1.3e-10 1.5e-10]
w =
0.450489805915591
-0.312576491933627
0.836274399618092
pic =
Columns 1 through 4
[0.320040623982225] [0.283496218045958] [0.087712007549454] [0.290591008758883]
Column 5
[0.018160141663478]
mu =
Columns 1 through 3
[-0.196609164148042] [-0.971773425273506] [1.652384356381110]
Columns 4 through 5
[0.441333157625944] [3.592243072220393]
sigma2 =
Columns 1 through 4
[0.324340189725056] [0.022301897686703] [0.523227383563798] [0.097864206099463]
Column 5
[0.277660011898073]
likelihood error: 0.030878
current f = [-1e-10 2.9e-11 -5.8e-11]
w =
0.450492341082192
-0.312572521293349
0.836274518061267
pic =
Columns 1 through 4
[0.320040623982225] [0.283496218045958] [0.087712007549454] [0.290591008758883]
Column 5
[0.018160141663478]
mu =
Columns 1 through 3
[-0.196607944502046] [-0.971766896422621] [1.652396029786570]
Columns 4 through 5
[0.441319136022640] [3.592287643103160]
sigma2 =
Columns 1 through 4
[0.324329644564538] [0.022302985609128] [0.523248386633323] [0.097861759478878]
Column 5
[0.277664575013900]
likelihood error: 0.0045012
current f = [3.9e-10 -6.5e-11 2.2e-10]
w =
0.450492611096175
-0.312572098546498
0.836274530616585
pic =
Columns 1 through 4
[0.320040623982225] [0.283496218045958] [0.087712007549454] [0.290591008758883]
Column 5
[0.018160141663478]
mu =
Columns 1 through 3
[-0.196607812089239] [-0.971766202839531] [1.652397274980460]
Columns 4 through 5
[0.441317641218001] [3.592292387157879]
sigma2 =
Columns 1 through 4
[0.324328519966172] [0.022303101635640] [0.523250621193502] [0.097861499567738]
Column 5
[0.277665059393893]
likelihood error: 0.00048986
current f = [3.9e-10 -6.5e-11 2.2e-10]
w =
0.450492611096175
-0.312572098546498
0.836274530616585
pic =
Columns 1 through 4
[0.320040623982225] [0.283496218045958] [0.087712007549454] [0.290591008758883]
Column 5
[0.018160141663478]
mu =
Columns 1 through 3
[-0.196607812089239] [-0.971766202839531] [1.652397274980460]
Columns 4 through 5
[0.441317641218001] [3.592292387157879]
sigma2 =
Columns 1 through 4
[0.324328519966172] [0.022303101635640] [0.523250621193502] [0.097861499567738]
Column 5
[0.277665059393893]
Likelihood error: 11.2303
current f = [-4.4e-11 2.3e-10 -3.6e-10]
w =
0.450620128849434
-0.312197380932711
0.836345798587207
pic =
Columns 1 through 4
[0.321016454454691] [0.282384299451942] [0.087987266697556] [0.290695250378674]
Column 5
[0.017916729017135]
mu =
Columns 1 through 3
[-0.199077918396089] [-0.972130435449816] [1.655083417252194]
Columns 4 through 5
[0.441194975109717] [3.602339410226612]
sigma2 =
Columns 1 through 4
[0.325147821476340] [0.022123661852832] [0.527187140726909] [0.097850417898172]
Column 5
[0.271456742350752]
likelihood error: 6.7572
current f = [4.4e-11 -7.3e-12 -2.8e-10]
w =
0.450641617790068
-0.312163200713288
0.836346978493965
pic =
Columns 1 through 4
[0.321016454454691] [0.282384299451942] [0.087987266697556] [0.290695250378674]
Column 5
[0.017916729017135]
mu =
Columns 1 through 3
[-0.199075086718766] [-0.972069444486860] [1.655176397094059]
Columns 4 through 5
[0.441080636535416] [3.602725905761088]
sigma2 =
Columns 1 through 4
[0.325063504883286] [0.022132529843422] [0.527373763810169] [0.097828349681372]
Column 5
[0.271498566367534]
likelihood error: 0.013924
current f = [0 7.3e-11 1.5e-11]
w =
0.450643925094460
-0.312159581499041
0.836347086115449
pic =
Columns 1 through 4
[0.321016454454691] [0.282384299451942] [0.087987266697556] [0.290695250378674]
Column 5
[0.017916729017135]
mu =
Columns 1 through 3
[-0.199073949878684] [-0.972063499070187] [1.655187095473593]
Columns 4 through 5
[0.441067857508097] [3.602766629990021]
sigma2 =
Columns 1 through 4
[0.325053893417218] [0.022133517493108] [0.527393013564464] [0.097826128785239]
Column 5
[0.271502510602463]
likelihood error: 0.0024583
current f = [2.2e-10 -2.8e-10 4.7e-10]
w =
0.450644170549537
-0.312159196622898
0.836347097510040
pic =
Columns 1 through 4
[0.321016454454691] [0.282384299451942] [0.087987266697556] [0.290695250378674]
Column 5
[0.017916729017135]
mu =
Columns 1 through 3
[-0.199073826640748] [-0.972062868229497] [1.655188235352488]
Columns 4 through 5
[0.441066496743175] [3.602770959585639]
sigma2 =
Columns 1 through 4
[0.325052869577480] [0.022133622696006] [0.527395059167554] [0.097825893113598]
Column 5
[0.271502928695421]
likelihood error: 0.0002701
current f = [2.2e-10 -2.8e-10 4.7e-10]
w =
0.450644170549537
-0.312159196622898
0.836347097510040
pic =
Columns 1 through 4
[0.321016454454691] [0.282384299451942] [0.087987266697556] [0.290695250378674]
Column 5
[0.017916729017135]
mu =
Columns 1 through 3
[-0.199073826640748] [-0.972062868229497] [1.655188235352488]
Columns 4 through 5
[0.441066496743175] [3.602770959585639]
sigma2 =
Columns 1 through 4
[0.325052869577480] [0.022133622696006] [0.527395059167554] [0.097825893113598]
Column 5
[0.271502928695421]
Likelihood error: 8.4911
current f = [1.7e-10 -2.3e-10 4.2e-10]
w =
0.450756152185679
-0.311823300040811
0.836412052052348
pic =
Columns 1 through 4
[0.321803221662271] [0.281466463446874] [0.088274499059294] [0.290780024914490]
Column 5
[0.017675790917070]
mu =
Columns 1 through 3
[-0.201228101150651] [-0.972377662456679] [1.657745104518779]
Columns 4 through 5
[0.441062082869553] [3.612789979312900]
sigma2 =
Columns 1 through 4
[0.325552737573255] [0.021986587619294] [0.531410337861588] [0.097796781471957]
Column 5
[0.265315357485055]
likelihood error: 5.608
current f = [-6.5e-10 1.1e-10 -3.5e-10]
w =
0.450775304984798
-0.311792788359186
0.836413104597878
pic =
Columns 1 through 4
[0.321803221662271] [0.281466463446874] [0.088274499059294] [0.290780024914490]
Column 5
[0.017675790917070]
mu =
Columns 1 through 3
[-0.201225544727534] [-0.972323156971342] [1.657828359660759]
Columns 4 through 5
[0.440960204748910] [3.613135688742915]
sigma2 =
Columns 1 through 4
[0.325477623521907] [0.021994476277797] [0.531577912628541] [0.097777163537399]
Column 5
[0.265351068072473]
likelihood error: 0.0023415
current f = [-7.3e-11 7.3e-12 1.5e-11]
w =
0.450777359985719
-0.311789560816821
0.836413200212646
pic =
Columns 1 through 4
[0.321803221662271] [0.281466463446874] [0.088274499059294] [0.290780024914490]
Column 5
[0.017675790917070]
mu =
Columns 1 through 3
[-0.201224511781956] [-0.972317859384479] [1.657837949174578]
Columns 4 through 5
[0.440948809823157] [3.613172089336239]
sigma2 =
Columns 1 through 4
[0.325469054941566] [0.021995353992223] [0.531595173380117] [0.097775192056357]
Column 5
[0.265354397067947]
likelihood error: 0.0010157
current f = [-7.3e-11 9.5e-11 1.6e-10]
w =
0.450777578398176
-0.311789217911034
0.836413210326035
pic =
Columns 1 through 4
[0.321803221662271] [0.281466463446874] [0.088274499059294] [0.290780024914490]
Column 5
[0.017675790917070]
mu =
Columns 1 through 3
[-0.201224399916339] [-0.972317297831405] [1.657838970016143]
Columns 4 through 5
[0.440947597520918] [3.613175955751732]
sigma2 =
Columns 1 through 4
[0.325468142994934] [0.021995447393882] [0.531597005902889] [0.097774983030602]
Column 5
[0.265354749513465]
likelihood error: 0.00011474
current f = [-7.3e-11 9.5e-11 1.6e-10]
w =
0.450777578398176
-0.311789217911034
0.836413210326035
pic =
Columns 1 through 4
[0.321803221662271] [0.281466463446874] [0.088274499059294] [0.290780024914490]
Column 5
[0.017675790917070]
mu =
Columns 1 through 3
[-0.201224399916339] [-0.972317297831405] [1.657838970016143]
Columns 4 through 5
[0.440947597520918] [3.613175955751732]
sigma2 =
Columns 1 through 4
[0.325468142994934] [0.021995447393882] [0.531597005902889] [0.097774983030602]
Column 5
[0.265354749513465]
Likelihood error: 6.7405
current f = [-1.7e-10 1.1e-10 -1.9e-10]
w =
0.450873933943413
-0.311492725182716
0.836471743604429
pic =
Columns 1 through 4
[0.322434750429280] [0.280703904612585] [0.088571499888798] [0.290852345324343]
Column 5
[0.017437499744993]
mu =
Columns 1 through 3
[-0.203124608921233] [-0.972589225973235] [1.660267124977283]
Columns 4 through 5
[0.441025117346094] [3.623140764467866]
sigma2 =
Columns 1 through 4
[0.325736554430894] [0.021874167636047] [0.535717204586340] [0.097733839260337]
Column 5
[0.259214720953060]
likelihood error: 4.8474
current f = [-3.9e-10 -7.3e-12 -1.2e-10]
w =
0.450890733868815
-0.311465922975520
0.836472668373718
pic =
Columns 1 through 4
[0.322434750429280] [0.280703904612585] [0.088571499888798] [0.290852345324343]
Column 5
[0.017437499744993]
mu =
Columns 1 through 3
[-0.203122399781501] [-0.972541267819784] [1.660340416619038]
Columns 4 through 5
[0.440935822557128] [3.623445034350365]
sigma2 =
Columns 1 through 4
[0.325670760800391] [0.021881074272669] [0.535865302781803] [0.097716674512769]
Column 5
[0.259244725131876]
likelihood error: 0.0050296
current f = [-7.3e-11 -1e-10 3.3e-10]
w =
0.450892535659799
-0.311463090082924
0.836472751978375
pic =
Columns 1 through 4
[0.322434750429280] [0.280703904612585] [0.088571499888798] [0.290852345324343]
Column 5
[0.017437499744993]
mu =
Columns 1 through 3
[-0.203121478468934] [-0.972536621612192] [1.660348873774546]
Columns 4 through 5
[0.440925822038225] [3.623477053841154]
sigma2 =
Columns 1 through 4
[0.325663244100755] [0.021881842314647] [0.535880536809009] [0.097714952375008]
Column 5
[0.259247485648563]
likelihood error: 5.6083e-05
current f = [-7.3e-11 -1e-10 3.3e-10]
w =
0.450892535659799
-0.311463090082924
0.836472751978375
pic =
Columns 1 through 4
[0.322434750429280] [0.280703904612585] [0.088571499888798] [0.290852345324343]
Column 5
[0.017437499744993]
mu =
Columns 1 through 3
[-0.203121478468934] [-0.972536621612192] [1.660348873774546]
Columns 4 through 5
[0.440925822038225] [3.623477053841154]
sigma2 =
Columns 1 through 4
[0.325663244100755] [0.021881842314647] [0.535880536809009] [0.097714952375008]
Column 5
[0.259247485648563]
Likelihood error: 5.6045
current f = [-3.3e-10 1.8e-10 -1.5e-10]
w =
0.450974240275887
-0.311204283026894
0.836525031803174
pic =
Columns 1 through 4
[0.322938435437516] [0.280065909392948] [0.088876407432154] [0.290917156420199]
Column 5
[0.017202091317182]
mu =
Columns 1 through 3
[-0.204815150923543] [-0.972771371993502] [1.662649045846969]
Columns 4 through 5
[0.441057029687897] [3.633365315202598]
sigma2 =
Columns 1 through 4
[0.325764477362966] [0.021781153184890] [0.540124485140165] [0.097666628109545]
Column 5
[0.253178860349906]
likelihood error: 4.3315
current f = [-2.8e-10 2.2e-11 -1.7e-10]
w =
0.450988808769640
-0.311181009344899
0.836525835696442
pic =
Columns 1 through 4
[0.322938435437516] [0.280065909392948] [0.088876407432154] [0.290917156420199]
Column 5
[0.017202091317182]
mu =
Columns 1 through 3
[-0.204813301052913] [-0.972729644801288] [1.662712782551432]
Columns 4 through 5
[0.440979681352289] [3.633630022091927]
sigma2 =
Columns 1 through 4
[0.325707541435891] [0.021787131416411] [0.540253892290471] [0.097651777581862]
Column 5
[0.253203782179306]
likelihood error: 0.0093506
current f = [4.4e-10 -3.2e-10 3.6e-10]
w =
0.450990370966901
-0.311178550909682
0.836525907996213
pic =
Columns 1 through 4
[0.322938435437516] [0.280065909392948] [0.088876407432154] [0.290917156420199]
Column 5
[0.017202091317182]
mu =
Columns 1 through 3
[-0.204812490164708] [-0.972725615776488] [1.662720154306127]
Columns 4 through 5
[0.440971003901005] [3.633657866678370]
sigma2 =
Columns 1 through 4
[0.325701023169791] [0.021787796111796] [0.540267187057041] [0.097650290270172]
Column 5
[0.253206041805977]
likelihood error: 0.0005442
current f = [4.4e-10 -3.2e-10 3.6e-10]
w =
0.450990370966901
-0.311178550909682
0.836525907996213
pic =
Columns 1 through 4
[0.322938435437516] [0.280065909392948] [0.088876407432154] [0.290917156420199]
Column 5
[0.017202091317182]
mu =
Columns 1 through 3
[-0.204812490164708] [-0.972725615776488] [1.662720154306127]
Columns 4 through 5
[0.440971003901005] [3.633657866678370]
sigma2 =
Columns 1 through 4
[0.325701023169791] [0.021787796111796] [0.540267187057041] [0.097650290270172]
Column 5
[0.253206041805977]
Likelihood error: 4.8524
current f = [5.8e-11 -1.1e-10 3.2e-10]
w =
0.451058788512737
-0.310954580929868
0.836572302855021
pic =
Columns 1 through 4
[0.323335637732696] [0.279528687019897] [0.089188037654141] [0.290977912183179]
Column 5
[0.016969725410086]
mu =
Columns 1 through 3
[-0.206336249639599] [-0.972928725767609] [1.664891196352251]
Columns 4 through 5
[0.441135647352590] [3.643445717671539]
sigma2 =
Columns 1 through 4
[0.325683895319100] [0.021703637348805] [0.544645185538688] [0.097598736128199]
Column 5
[0.247227711837992]
likelihood error: 3.9711
current f = [2.5e-10 -2.2e-11 7.6e-10]
w =
0.451071308917416
-0.310934553381289
0.836572996088871
pic =
Columns 1 through 4
[0.323335637732696] [0.279528687019897] [0.089188037654141] [0.290977912183179]
Column 5
[0.016969725410086]
mu =
Columns 1 through 3
[-0.206334746884336] [-0.972892735033655] [1.664946085915403]
Columns 4 through 5
[0.441069270291874] [3.643673914105689]
sigma2 =
Columns 1 through 4
[0.325635095251321] [0.021708765415262] [0.544757264186838] [0.097585998081508]
Column 5
[0.247248233052779]
likelihood error: 0.011534
current f = [3.1e-10 -1e-10 -2.9e-10]
w =
0.451072651564264
-0.310932438793048
0.836573058086974
pic =
Columns 1 through 4
[0.323335637732696] [0.279528687019897] [0.089188037654141] [0.290977912183179]
Column 5
[0.016969725410086]
mu =
Columns 1 through 3
[-0.206334040585779] [-0.972889272105124] [1.664952452483389]
Columns 4 through 5
[0.441061807867560] [3.643697910943996]
sigma2 =
Columns 1 through 4
[0.325629493744064] [0.021709335715576] [0.544768765197711] [0.097584724817222]
Column 5
[0.247250063587876]
likelihood error: 0.00088654
current f = [3.1e-10 -1e-10 -2.9e-10]
w =
0.451072651564264
-0.310932438793048
0.836573058086974
pic =
Columns 1 through 4
[0.323335637732696] [0.279528687019897] [0.089188037654141] [0.290977912183179]
Column 5
[0.016969725410086]
mu =
Columns 1 through 3
[-0.206334040585779] [-0.972889272105124] [1.664952452483389]
Columns 4 through 5
[0.441061807867560] [3.643697910943996]
sigma2 =
Columns 1 through 4
[0.325629493744064] [0.021709335715576] [0.544768765197711] [0.097584724817222]
Column 5
[0.247250063587876]
Likelihood error: 4.3414
current f = [2.2e-10 1.3e-10 -2.5e-10]
w =
0.451129343841608
-0.310739868099596
0.836614038549728
pic =
Columns 1 through 4
[0.323643781945859] [0.279073365515532] [0.089505283245360] [0.291036925356608]
Column 5
[0.016740643936641]
mu =
Columns 1 through 3
[-0.207716481726616] [-0.973065350517193] [1.666993012821823]
Columns 4 through 5
[0.441244497994270] [3.653364592562057]
sigma2 =
Columns 1 through 4
[0.325529245628181] [0.021638529425666] [0.549286770251050] [0.097532909830579]
Column 5
[0.241379163013899]
likelihood error: 3.7097
current f = [-2.5e-10 2e-10 -4.8e-10]
w =
0.451140030752458
-0.310722752143184
0.836614632882569
pic =
Columns 1 through 4
[0.323643781945859] [0.279073365515532] [0.089505283245360] [0.291036925356608]
Column 5
[0.016740643936641]
mu =
Columns 1 through 3
[-0.207715296906480] [-0.973034510937448] [1.667039927707086]
Columns 4 through 5
[0.441187943229239] [3.653559951311533]
sigma2 =
Columns 1 through 4
[0.325487726002102] [0.021642897868739] [0.549383194555988] [0.097522053275752]
Column 5
[0.241395954998690]
likelihood error: 0.012301
current f = [3.2e-10 -9.5e-11 1.9e-10]
w =
0.451141177069391
-0.310720945534812
0.836614685717623
pic =
Columns 1 through 4
[0.323643781945859] [0.279073365515532] [0.089505283245360] [0.291036925356608]
Column 5
[0.016740643936641]
mu =
Columns 1 through 3
[-0.207714686585661] [-0.973031554569970] [1.667045387351032]
Columns 4 through 5
[0.441181569196667] [3.653580490668054]
sigma2 =
Columns 1 through 4
[0.325482945305483] [0.021643383981566] [0.549393078231535] [0.097520970378905]
Column 5
[0.241397425972675]
likelihood error: 0.0010527
current f = [-1.5e-10 -2.4e-10 5.2e-10]
w =
0.451141298705651
-0.310720753914001
0.836614691294202
pic =
Columns 1 through 4
[0.323643781945859] [0.279073365515532] [0.089505283245360] [0.291036925356608]
Column 5
[0.016740643936641]
mu =
Columns 1 through 3
[-0.207714620524807] [-0.973031241808111] [1.667045967773934]
Columns 4 through 5
[0.441180892036183] [3.653582668846856]
sigma2 =
Columns 1 through 4
[0.325482437189208] [0.021643435619333] [0.549394125746542] [0.097520855736587]
Column 5
[0.241397581174664]
likelihood error: 0.00010952
current f = [-1.5e-10 -2.4e-10 5.2e-10]
w =
0.451141298705651
-0.310720753914001
0.836614691294202
pic =
Columns 1 through 4
[0.323643781945859] [0.279073365515532] [0.089505283245360] [0.291036925356608]
Column 5
[0.016740643936641]
mu =
Columns 1 through 3
[-0.207714620524807] [-0.973031241808111] [1.667045967773934]
Columns 4 through 5
[0.441180892036183] [3.653582668846856]
sigma2 =
Columns 1 through 4
[0.325482437189208] [0.021643435619333] [0.549394125746542] [0.097520855736587]
Column 5
[0.241397581174664]
Likelihood error: 3.9835
current f = [7.3e-11 2e-10 3.1e-10]
w =
0.451187797171979
-0.310556030339612
0.836650777626365
pic =
Columns 1 through 4
[0.323876759478922] [0.278685149335960] [0.089827337395155] [0.291095677130484]
Column 5
[0.016515076659478]
mu =
Columns 1 through 3
[-0.208978327727895] [-0.973184394737874] [1.668953890044581]
Columns 4 through 5
[0.441370720028810] [3.663107362917227]
sigma2 =
Columns 1 through 4
[0.325325350996650] [0.021583472707882] [0.554053166238370] [0.097470984076942]
Column 5
[0.235648881048562]
likelihood error: 3.5114
current f = [8.7e-11 7.3e-11 2.3e-10]
w =
0.451196867590147
-0.310541485483850
0.836651284867432
pic =
Columns 1 through 4
[0.323876759478922] [0.278685149335960] [0.089827337395155] [0.291095677130484]
Column 5
[0.016515076659478]
mu =
Columns 1 through 3
[-0.208977427136543] [-0.973158108764533] [1.668993732601280]
Columns 4 through 5
[0.441322823718198] [3.663273651480646]
sigma2 =
Columns 1 through 4
[0.325290244036937] [0.021587172537486] [0.554135671233150] [0.097461778151159]
Column 5
[0.235662557558663]
likelihood error: 0.012159
current f = [-1.5e-11 -2.4e-10 -2.5e-10]
w =
0.451197840942594
-0.310539950559312
0.836651329668076
pic =
Columns 1 through 4
[0.323876759478922] [0.278685149335960] [0.089827337395155] [0.291095677130484]
Column 5
[0.016515076659478]
mu =
Columns 1 through 3
[-0.208976903210900] [-0.973155598856919] [1.668998387016848]
Columns 4 through 5
[0.441317409876648] [3.663291131927775]
sigma2 =
Columns 1 through 4
[0.325286186944967] [0.021587584654428] [0.554144118998733] [0.097460862044982]
Column 5
[0.235663731612026]
likelihood error: 0.0011017
current f = [3.2e-10 -1.2e-10 3.3e-10]
w =
0.451197944225088
-0.310539787758092
0.836651334395765
pic =
Columns 1 through 4
[0.323876759478922] [0.278685149335960] [0.089827337395155] [0.291095677130484]
Column 5
[0.016515076659478]
mu =
Columns 1 through 3
[-0.208976846472214] [-0.973155333359229] [1.668998881875097]
Columns 4 through 5
[0.441316834692672] [3.663292985699298]
sigma2 =
Columns 1 through 4
[0.325285755702936] [0.021587628430986] [0.554145014295376] [0.097460765061606]
Column 5
[0.235663855407555]
likelihood error: 0.00011531
current f = [3.2e-10 -1.2e-10 3.3e-10]
w =
0.451197944225088
-0.310539787758092
0.836651334395765
pic =
Columns 1 through 4
[0.323876759478922] [0.278685149335960] [0.089827337395155] [0.291095677130484]
Column 5
[0.016515076659478]
mu =
Columns 1 through 3
[-0.208976846472214] [-0.973155333359229] [1.668998881875097]
Columns 4 through 5
[0.441316834692672] [3.663292985699298]
sigma2 =
Columns 1 through 4
[0.325285755702936] [0.021587628430986] [0.554145014295376] [0.097460765061606]
Column 5
[0.235663855407555]
Likelihood error: 3.7231
current f = [1.2e-10 1e-10 2.9e-11]
w =
0.451235754066227
-0.310399379792455
0.836683045888192
pic =
Columns 1 through 4
[0.324046227309630] [0.278352083293098] [0.090153347509909] [0.291155013522416]
Column 5
[0.016293328364946]
mu =
Columns 1 through 3
[-0.210139994780434] [-0.973288723381209] [1.670772482076317]
Columns 4 through 5
[0.441505345470139] [3.672657774957191]
sigma2 =
Columns 1 through 4
[0.325090064361402] [0.021536546993772] [0.558943756005663] [0.097414274199716]
Column 5
[0.230051735129891]
likelihood error: 3.3529
current f = [-1.2e-10 3.6e-11 -3.2e-10]
w =
0.451243421892961
-0.310387069038865
0.836683477530058
pic =
Columns 1 through 4
[0.324046227309630] [0.278352083293098] [0.090153347509909] [0.291155013522416]
Column 5
[0.016293328364946]
mu =
Columns 1 through 3
[-0.210139338714722] [-0.973266400467176] [1.670806160744827]
Columns 4 through 5
[0.441464956825429] [3.672798745998388]
sigma2 =
Columns 1 through 4
[0.325060511472750] [0.021539667659088] [0.559014083614019] [0.097406494551380]
Column 5
[0.230062843475749]
likelihood error: 0.011486
current f = [-3.9e-10 3.6e-10 -5.1e-10]
w =
0.451244245225551
-0.310385770009950
0.836683515390468
pic =
Columns 1 through 4
[0.324046227309630] [0.278352083293098] [0.090153347509909] [0.291155013522416]
Column 5
[0.016293328364946]
mu =
Columns 1 through 3
[-0.210138891078742] [-0.973264277882969] [1.670810112020428]
Columns 4 through 5
[0.441460376694394] [3.672813563536441]
sigma2 =
Columns 1 through 4
[0.325057082135632] [0.021540015727707] [0.559021276902674] [0.097405722347072]
Column 5
[0.230063775900667]
likelihood error: 0.0010783
current f = [3.6e-10 -2.2e-10 2.9e-10]
w =
0.451244332599404
-0.310385632215411
0.836683519385413
pic =
Columns 1 through 4
[0.324046227309630] [0.278352083293098] [0.090153347509909] [0.291155013522416]
Column 5
[0.016293328364946]
mu =
Columns 1 through 3
[-0.210138842567095] [-0.973264053359463] [1.670810532206745]
Columns 4 through 5
[0.441459890000208] [3.672815135078996]
sigma2 =
Columns 1 through 4
[0.325056717545986] [0.021540052704710] [0.559022039307333] [0.097405640590814]
Column 5
[0.230063874158845]
likelihood error: 0.00011327
current f = [3.6e-10 -2.2e-10 2.9e-10]
w =
0.451244332599404
-0.310385632215411
0.836683519385413
pic =
Columns 1 through 4
[0.324046227309630] [0.278352083293098] [0.090153347509909] [0.291155013522416]
Column 5
[0.016293328364946]
mu =
Columns 1 through 3
[-0.210138842567095] [-0.973264053359463] [1.670810532206745]
Columns 4 through 5
[0.441459890000208] [3.672815135078996]
sigma2 =
Columns 1 through 4
[0.325056717545986] [0.021540052704710] [0.559022039307333] [0.097405640590814]
Column 5
[0.230063874158845]
Likelihood error: 3.5248
current f = [-3.5e-10 2.2e-11 -8.7e-11]
w =
0.451274805673955
-0.310266254707654
0.836711360597917
pic =
Columns 1 through 4
[0.324161530792853] [0.278064735108169] [0.090482699703656] [0.291215360895431]
Column 5
[0.016075673499890]
mu =
Columns 1 through 3
[-0.211216200151828] [-0.973380477113891] [1.672447585291035]
Columns 4 through 5
[0.441641374228302] [3.682001650057880]
sigma2 =
Columns 1 through 4
[0.324836044816159] [0.021496295402867] [0.563955550076962] [0.097363445868697]
Column 5
[0.224600902709642]
likelihood error: 3.219
current f = [-8.7e-11 -5.1e-11 -2.6e-10]
w =
0.451281267501143
-0.310255867357868
0.836711727163292
pic =
Columns 1 through 4
[0.324161530792853] [0.278064735108169] [0.090482699703656] [0.291215360895431]
Column 5
[0.016075673499890]
mu =
Columns 1 through 3
[-0.211215751381048] [-0.973361571418575] [1.672475943849014]
Columns 4 through 5
[0.441607435407716] [3.682120778284603]
sigma2 =
Columns 1 through 4
[0.324811257355454] [0.021498918893762] [0.564015322602487] [0.097356888000569]
Column 5
[0.224609911798423]
likelihood error: 0.010523
current f = [1.5e-10 -3.6e-11 8.1e-10]
w =
0.451281961859688
-0.310254771313234
0.836711759076833
pic =
Columns 1 through 4
[0.324161530792853] [0.278064735108169] [0.090482699703656] [0.291215360895431]
Column 5
[0.016075673499890]
mu =
Columns 1 through 3
[-0.211215370369342] [-0.973359781840951] [1.672479286984519]
Columns 4 through 5
[0.441603572625628] [3.682133298934488]
sigma2 =
Columns 1 through 4
[0.324808367648914] [0.021499212003810] [0.564021429755172] [0.097356238883360]
Column 5
[0.224610649394925]
likelihood error: 0.0010118
current f = [1e-10 -6.5e-11 2e-10]
w =
0.451282035562348
-0.310254655027417
0.836711762444227
pic =
Columns 1 through 4
[0.324161530792853] [0.278064735108169] [0.090482699703656] [0.291215360895431]
Column 5
[0.016075673499890]
mu =
Columns 1 through 3
[-0.211215329040390] [-0.973359592528581] [1.672479642610791]
Columns 4 through 5
[0.441603162042370] [3.682134627139246]
sigma2 =
Columns 1 through 4
[0.324808060335021] [0.021499243148966] [0.564022077153277] [0.097356170147231]
Column 5
[0.224610727075150]
likelihood error: 0.00010655
current f = [1e-10 -6.5e-11 2e-10]
w =
0.451282035562348
-0.310254655027417
0.836711762444227
pic =
Columns 1 through 4
[0.324161530792853] [0.278064735108169] [0.090482699703656] [0.291215360895431]
Column 5
[0.016075673499890]
mu =
Columns 1 through 3
[-0.211215329040390] [-0.973359592528581] [1.672479642610791]
Columns 4 through 5
[0.441603162042370] [3.682134627139246]
sigma2 =
Columns 1 through 4
[0.324808060335021] [0.021499243148966] [0.564022077153277] [0.097356170147231]
Column 5
[0.224610727075150]
Likelihood error: 3.3656
current f = [1.6e-10 -2.9e-11 2.9e-11]
w =
0.451306355654977
-0.310153342364062
0.836736205482841
pic =
Columns 1 through 4
[0.324230343611334] [0.277815540136047] [0.090814853961093] [0.291276869377623]
Column 5
[0.015862392913903]
mu =
Columns 1 through 3
[-0.212219015136822] [-0.973461429398424] [1.673977623697025]
Columns 4 through 5
[0.441773747893240] [3.691125265053973]
sigma2 =
Columns 1 through 4
[0.324572221631591] [0.021461565102617] [0.569083143919178] [0.097318759698949]
Column 5
[0.219308121177098]
likelihood error: 3.0996
current f = [-2e-10 1.4e-10 -2.9e-11]
w =
0.451311787234870
-0.310144599987679
0.836736516354669
pic =
Columns 1 through 4
[0.324230343611334] [0.277815540136047] [0.090814853961093] [0.291276869377623]
Column 5
[0.015862392913903]
mu =
Columns 1 through 3
[-0.212218740143918] [-0.973445450688363] [1.674001422644014]
Columns 4 through 5
[0.441745313296225] [3.691225675391154]
sigma2 =
Columns 1 through 4
[0.324551495420458] [0.021463764565423] [0.569133827585409] [0.097313242096350]
Column 5
[0.219315424679580]
likelihood error: 0.0094305
current f = [2.3e-10 -2.9e-11 4.8e-10]
w =
0.451312371408736
-0.310143677487982
0.836736543200819
pic =
Columns 1 through 4
[0.324230343611334] [0.277815540136047] [0.090814853961093] [0.291276869377623]
Column 5
[0.015862392913903]
mu =
Columns 1 through 3
[-0.212218416852921] [-0.973443945579232] [1.674004243428097]
Columns 4 through 5
[0.441742063738369] [3.691236227932975]
sigma2 =
Columns 1 through 4
[0.324549066558275] [0.021464010807807] [0.569139000316106] [0.097312697627817]
Column 5
[0.219316006281911]
likelihood error: 0.00092229
current f = [2.3e-10 -2.9e-11 4.8e-10]
w =
0.451312371408736
-0.310143677487982
0.836736543200819
pic =
Columns 1 through 4
[0.324230343611334] [0.277815540136047] [0.090814853961093] [0.291276869377623]
Column 5
[0.015862392913903]
mu =
Columns 1 through 3
[-0.212218416852921] [-0.973443945579232] [1.674004243428097]
Columns 4 through 5
[0.441742063738369] [3.691236227932975]
sigma2 =
Columns 1 through 4
[0.324549066558275] [0.021464010807807] [0.569139000316106] [0.097312697627817]
Column 5
[0.219316006281911]
Likelihood error: 3.2306
current f = [-4.4e-11 2.8e-10 -4.4e-10]
w =
0.451331581553603
-0.310057777180599
0.836758016574773
pic =
Columns 1 through 4
[0.324259116730289] [0.277598331159000] [0.091149285939939] [0.291339486353925]
Column 5
[0.015653779816846]
mu =
Columns 1 through 3
[-0.213158537261027] [-0.973533122362238] [1.675360761527062]
Columns 4 through 5
[0.441899060064579] [3.700014788466360]
sigma2 =
Columns 1 through 4
[0.324304784097213] [0.021431417837144] [0.574318849681823] [0.097280208911144]
Column 5
[0.214183970734975]
likelihood error: 2.9882
current f = [5.8e-11 -1.7e-10 1.9e-10]
w =
0.451336139243979
-0.310050431634538
0.836758280063947
pic =
Columns 1 through 4
[0.324259116730289] [0.277598331159000] [0.091149285939939] [0.291339486353925]
Column 5
[0.015653779816846]
mu =
Columns 1 through 3
[-0.213158405018999] [-0.973519633599011] [1.675380683376065]
Columns 4 through 5
[0.441875288015064] [3.700099275163220]
sigma2 =
Columns 1 through 4
[0.324287493053041] [0.021433258253675] [0.574361762088951] [0.097275571372781]
Column 5
[0.214189896165722]
likelihood error: 0.0083155
current f = [-7.1e-10 1.8e-10 -4.2e-10]
w =
0.451336629931396
-0.310049656475263
0.836758302618945
pic =
Columns 1 through 4
[0.324259116730289] [0.277598331159000] [0.091149285939939] [0.291339486353925]
Column 5
[0.015653779816846]
mu =
Columns 1 through 3
[-0.213158131315044] [-0.973518369801346] [1.675383058832659]
Columns 4 through 5
[0.441872558971498] [3.700108153397097]
sigma2 =
Columns 1 through 4
[0.324285454970706] [0.021433464798752] [0.574366136515877] [0.097275115295101]
Column 5
[0.214190353750785]
likelihood error: 0.00082345
current f = [-7.1e-10 1.8e-10 -4.2e-10]
w =
0.451336629931396
-0.310049656475263
0.836758302618945
pic =
Columns 1 through 4
[0.324259116730289] [0.277598331159000] [0.091149285939939] [0.291339486353925]
Column 5
[0.015653779816846]
mu =
Columns 1 through 3
[-0.213158131315044] [-0.973518369801346] [1.675383058832659]
Columns 4 through 5
[0.441872558971498] [3.700108153397097]
sigma2 =
Columns 1 through 4
[0.324285454970706] [0.021433464798752] [0.574366136515877] [0.097275115295101]
Column 5
[0.214190353750785]
Likelihood error: 3.11
current f = [1.2e-10 -1.8e-10 4.2e-10]
w =
0.451351589883448
-0.309976886850538
0.836777193718933
pic =
Columns 1 through 4
[0.324253035396780] [0.277408202391905] [0.091485618372060] [0.291403055371745]
Column 5
[0.015450088467509]
mu =
Columns 1 through 3
[-0.214043160606007] [-0.973596687112041] [1.676595331328672]
Columns 4 through 5
[0.442014652277623] [3.708658412508904]
sigma2 =
Columns 1 through 4
[0.324037893310662] [0.021405142707964] [0.579653912166667] [0.097247488477980]
Column 5
[0.209237211165924]
likelihood error: 2.8806
current f = [5.8e-11 -2.5e-10 5.7e-10]
w =
0.451355406713896
-0.309970726622595
0.836777416919934
pic =
Columns 1 through 4
[0.324253035396780] [0.277408202391905] [0.091485618372060] [0.291403055371745]
Column 5
[0.015450088467509]
mu =
Columns 1 through 3
[-0.214043146283928] [-0.973585314276350] [1.676611958389933]
Columns 4 through 5
[0.441994827867611] [3.708729363254580]
sigma2 =
Columns 1 through 4
[0.324023506575264] [0.021406679247104] [0.579690183742343] [0.097243595164815]
Column 5
[0.209242024767202]
likelihood error: 0.0072339
current f = [-2.6e-10 8e-11 4.4e-11]
w =
0.451355818117201
-0.309970076491420
0.836777435840411
pic =
Columns 1 through 4
[0.324253035396780] [0.277408202391905] [0.091485618372060] [0.291403055371745]
Column 5
[0.015450088467509]
mu =
Columns 1 through 3
[-0.214042915126875] [-0.973584255066220] [1.676613954507612]
Columns 4 through 5
[0.441992540382372] [3.708736818048649]
sigma2 =
Columns 1 through 4
[0.324021799659128] [0.021406852181920] [0.579693876348627] [0.097243213731474]
Column 5
[0.209242383969550]
likelihood error: 0.00072305
current f = [-2.6e-10 8e-11 4.4e-11]
w =
0.451355818117201
-0.309970076491420
0.836777435840411
pic =
Columns 1 through 4
[0.324253035396780] [0.277408202391905] [0.091485618372060] [0.291403055371745]
Column 5
[0.015450088467509]
mu =
Columns 1 through 3
[-0.214042915126875] [-0.973584255066220] [1.676613954507612]
Columns 4 through 5
[0.441992540382372] [3.708736818048649]
sigma2 =
Columns 1 through 4
[0.324021799659128] [0.021406852181920] [0.579693876348627] [0.097243213731474]
Column 5
[0.209242383969550]
Likelihood error: 2.9974
current f = [2.3e-10 5.8e-11 -2.9e-11]
w =
0.451367260437278
-0.309908462255914
0.836794085320588
pic =
Columns 1 through 4
[0.324216552478936] [0.277241076646234] [0.091823445146310] [0.291467346635956]
Column 5
[0.015251579092564]
mu =
Columns 1 through 3
[-0.214880055783994] [-0.973653184078235] [1.677679512634537]
Columns 4 through 5
[0.442118986319323] [3.717044454000407]
sigma2 =
Columns 1 through 4
[0.323774279545573] [0.021382137560470] [0.585077990611843] [0.097220203008819]
Column 5
[0.204475277063669]
likelihood error: 2.774
current f = [-3.3e-10 7.3e-12 0]
w =
0.451370451058788
-0.309903304829407
0.836794274339159
pic =
Columns 1 through 4
[0.324216552478936] [0.277241076646234] [0.091823445146310] [0.291467346635956]
Column 5
[0.015251579092564]
mu =
Columns 1 through 3
[-0.214880137670935] [-0.973643604223023] [1.677693349701298]
Columns 4 through 5
[0.442102493503459] [3.717103934418148]
sigma2 =
Columns 1 through 4
[0.323762340278178] [0.021383417707829] [0.585108603576035] [0.097216937515873]
Column 5
[0.204479195475253]
likelihood error: 0.0062238
current f = [-1.2e-10 -7.3e-11 8.7e-11]
w =
0.451370795413485
-0.309902760484480
0.836794290188394
pic =
Columns 1 through 4
[0.324216552478936] [0.277241076646234] [0.091823445146310] [0.291467346635956]
Column 5
[0.015251579092564]
mu =
Columns 1 through 3
[-0.214879942882141] [-0.973642717959428] [1.677695023746130]
Columns 4 through 5
[0.442100579477887] [3.717110182755576]
sigma2 =
Columns 1 through 4
[0.323760913174703] [0.021383562265433] [0.585111715470598] [0.097216618959237]
Column 5
[0.204479476920904]
likelihood error: 0.00062646
current f = [-1.2e-10 -7.3e-11 8.7e-11]
w =
0.451370795413485
-0.309902760484480
0.836794290188394
pic =
Columns 1 through 4
[0.324216552478936] [0.277241076646234] [0.091823445146310] [0.291467346635956]
Column 5
[0.015251579092564]
mu =
Columns 1 through 3
[-0.214879942882141] [-0.973642717959428] [1.677695023746130]
Columns 4 through 5
[0.442100579477887] [3.717110182755576]
sigma2 =
Columns 1 through 4
[0.323760913174703] [0.021383562265433] [0.585111715470598] [0.097216618959237]
Column 5
[0.204479476920904]
Likelihood error: 2.8885
current f = [-2.5e-10 1e-10 -2.3e-10]
w =
0.451379341812517
-0.309850600804492
0.836808995509724
pic =
Columns 1 through 4
[0.324153443671241] [0.277093582788078] [0.092162394127873] [0.291532088949523]
Column 5
[0.015058490463283]
mu =
Columns 1 through 3
[-0.215675397241860] [-0.973703508228580] [1.678611774538397]
Columns 4 through 5
[0.442211162043953] [3.725162420184426]
sigma2 =
Columns 1 through 4
[0.323515597737207] [0.021361911211982] [0.590579729301873] [0.097197858813143]
Column 5
[0.199904078097455]
likelihood error: 2.6672
current f = [2.8e-10 -1.9e-10 8.7e-11]
w =
0.451382004570644
-0.309846289453424
0.836809155579534
pic =
Columns 1 through 4
[0.324153443671241] [0.277093582788078] [0.092162394127873] [0.291532088949523]
Column 5
[0.015058490463283]
mu =
Columns 1 through 3
[-0.215675556476376] [-0.973695443919726] [1.678623256909901]
Columns 4 through 5
[0.442197472549857] [3.725212208209808]
sigma2 =
Columns 1 through 4
[0.323505714722171] [0.021362975646467] [0.590605532999870] [0.097195121811030]
Column 5
[0.199907276727085]
likelihood error: 0.0053055
current f = [2.3e-10 1.3e-10 -3.2e-10]
w =
0.451382292370629
-0.309845834377620
0.836809168839032
pic =
Columns 1 through 4
[0.324153443671241] [0.277093582788078] [0.092162394127873] [0.291532088949523]
Column 5
[0.015058490463283]
mu =
Columns 1 through 3
[-0.215675392668389] [-0.973694703468303] [1.678624658319575]
Columns 4 through 5
[0.442195873528817] [3.725217436851494]
sigma2 =
Columns 1 through 4
[0.323504523405053] [0.021363096306037] [0.590608151554325] [0.097194856098678]
Column 5
[0.199907496920099]
likelihood error: 0.00053683
current f = [2.3e-10 1.3e-10 -3.2e-10]
w =
0.451382292370629
-0.309845834377620
0.836809168839032
pic =
Columns 1 through 4
[0.324153443671241] [0.277093582788078] [0.092162394127873] [0.291532088949523]
Column 5
[0.015058490463283]
mu =
Columns 1 through 3
[-0.215675392668389] [-0.973694703468303] [1.678624658319575]
Columns 4 through 5
[0.442195873528817] [3.725217436851494]
sigma2 =
Columns 1 through 4
[0.323504523405053] [0.021363096306037] [0.590608151554325] [0.097194856098678]
Column 5
[0.199907496920099]
Likelihood error: 2.7809
current f = [7.6e-10 -2.2e-10 6.3e-10]
w =
0.451388468417880
-0.309801670776601
0.836822188617983
pic =
Columns 1 through 4
[0.324066927509056] [0.276962914743410] [0.092502119731866] [0.291597002727068]
Column 5
[0.014871035288599]
mu =
Columns 1 through 3
[-0.216434540415598] [-0.973748424495285] [1.679390976262205]
Columns 4 through 5
[0.442290759917453] [3.733003280451232]
sigma2 =
Columns 1 through 4
[0.323262734298686] [0.021344059479383] [0.596147035223140] [0.097179903884033]
Column 5
[0.195527894887181]
likelihood error: 2.5595
current f = [-2.6e-10 2.5e-10 -2e-10]
w =
0.451390687353087
-0.309798071445504
0.836822324211988
pic =
Columns 1 through 4
[0.324066927509056] [0.276962914743410] [0.092502119731866] [0.291597002727068]
Column 5
[0.014871035288599]
mu =
Columns 1 through 3
[-0.216434760735274] [-0.973741638337490] [1.679400477681491]
Columns 4 through 5
[0.442279422539683] [3.733044900185038]
sigma2 =
Columns 1 through 4
[0.323254573859635] [0.021344942914652] [0.596168761366517] [0.097177610887294]
Column 5
[0.195530515208214]
likelihood error: 0.0044874
current f = [-2.5e-10 -1.2e-10 -6e-10]
w =
0.451390927566498
-0.309797691512819
0.836822335292254
pic =
Columns 1 through 4
[0.324066927509056] [0.276962914743410] [0.092502119731866] [0.291597002727068]
Column 5
[0.014871035288599]
mu =
Columns 1 through 3
[-0.216434623234730] [-0.973741020515216] [1.679401648956401]
Columns 4 through 5
[0.442278088537095] [3.733049269251398]
sigma2 =
Columns 1 through 4
[0.323253580728156] [0.021345043496700] [0.596170961818835] [0.097177389493180]
Column 5
[0.195530687291134]
likelihood error: 0.00045578
current f = [-2.5e-10 -1.2e-10 -6e-10]
w =
0.451390927566498
-0.309797691512819
0.836822335292254
pic =
Columns 1 through 4
[0.324066927509056] [0.276962914743410] [0.092502119731866] [0.291597002727068]
Column 5
[0.014871035288599]
mu =
Columns 1 through 3
[-0.216434623234730] [-0.973741020515216] [1.679401648956401]
Columns 4 through 5
[0.442278088537095] [3.733049269251398]
sigma2 =
Columns 1 through 4
[0.323253580728156] [0.021345043496700] [0.596170961818835] [0.097177389493180]
Column 5
[0.195530687291134]
Likelihood error: 2.6731
current f = [-1.9e-10 7.3e-11 -4.1e-10]
w =
0.451395176966013
-0.309760276251340
0.836833893594489
pic =
Columns 1 through 4
[0.323959764175721] [0.276846720433691] [0.092842299095055] [0.291661820435669]
Column 5
[0.014689395859863]
mu =
Columns 1 through 3
[-0.217162162038115] [-0.973788592533729] [1.680016482172716]
Columns 4 through 5
[0.442357715165667] [3.740559694350897]
sigma2 =
Columns 1 through 4
[0.323016027630764] [0.021328246898810] [0.601767337126238] [0.097165759156580]
Column 5
[0.191349333077105]
likelihood error: 2.4508
current f = [-8.7e-11 1.7e-10 -4.4e-11]
w =
0.451397023760996
-0.309757274501432
0.836834008530460
pic =
Columns 1 through 4
[0.323959764175721] [0.276846720433691] [0.092842299095055] [0.291661820435669]
Column 5
[0.014689395859863]
mu =
Columns 1 through 3
[-0.217162429453061] [-0.973782881822881] [1.680024322812967]
Columns 4 through 5
[0.442348345288614] [3.740594449537525]
sigma2 =
Columns 1 through 4
[0.323009305730469] [0.021328978901300] [0.601785615010182] [0.097163838408813]
Column 5
[0.191351488890248]
likelihood error: 0.0037704
current f = [-1.7e-10 2.2e-10 -4.7e-10]
w =
0.451397224039165
-0.309756957652274
0.836834017781150
pic =
Columns 1 through 4
[0.323959764175721] [0.276846720433691] [0.092842299095055] [0.291661820435669]
Column 5
[0.014689395859863]
mu =
Columns 1 through 3
[-0.217162314217485] [-0.973782366858882] [1.680025300409063]
Columns 4 through 5
[0.442347233641835] [3.740598096038535]
sigma2 =
Columns 1 through 4
[0.323008478732490] [0.021329062659146] [0.601787462055865] [0.097163654096583]
Column 5
[0.191351623291076]
likelihood error: 0.00038395
current f = [-1.7e-10 2.2e-10 -4.7e-10]
w =
0.451397224039165
-0.309756957652274
0.836834017781150
pic =
Columns 1 through 4
[0.323959764175721] [0.276846720433691] [0.092842299095055] [0.291661820435669]
Column 5
[0.014689395859863]
mu =
Columns 1 through 3
[-0.217162314217485] [-0.973782366858882] [1.680025300409063]
Columns 4 through 5
[0.442347233641835] [3.740598096038535]
sigma2 =
Columns 1 through 4
[0.323008478732490] [0.021329062659146] [0.601787462055865] [0.097163654096583]
Column 5
[0.191351623291076]
Likelihood error: 2.5644
current f = [1.5e-10 1.1e-10 1.3e-10]
w =
0.451399921467619
-0.309725224341029
0.836844308283164
pic =
Columns 1 through 4
[0.323834334883025] [0.276743014725849] [0.093182629918368] [0.291726300023353]
Column 5
[0.014513720449405]
mu =
Columns 1 through 3
[-0.217862370478181] [-0.973824585376248] [1.680488264377596]
Columns 4 through 5
[0.442412220467934] [3.747826184281733]
sigma2 =
Columns 1 through 4
[0.322775431005742] [0.021314192760068] [0.607427828154447] [0.097154842223545]
Column 5
[0.187369329059237]
likelihood error: 2.3416
current f = [-2.2e-10 1.4e-10 -2.2e-10]
w =
0.451401457233081
-0.309722722538875
0.836844405819240
pic =
Columns 1 through 4
[0.323834334883025] [0.276743014725849] [0.093182629918368] [0.291726300023353]
Column 5
[0.014513720449405]
mu =
Columns 1 through 3
[-0.217862672947612] [-0.973819777166947] [1.680494718295878]
Columns 4 through 5
[0.442404490439713] [3.747855189340289]
sigma2 =
Columns 1 through 4
[0.322769906002945] [0.021314798497955] [0.607443198849621] [0.097153232789315]
Column 5
[0.187371111748062]
likelihood error: 0.0031509
current f = [-1.2e-10 -1.1e-10 -3.9e-10]
w =
0.451401624101524
-0.309722458482254
0.836844413538272
pic =
Columns 1 through 4
[0.323834334883025] [0.276743014725849] [0.093182629918368] [0.291726300023353]
Column 5
[0.014513720449405]
mu =
Columns 1 through 3
[-0.217862576484406] [-0.973819348208601] [1.680495533458454]
Columns 4 through 5
[0.442403564757122] [3.747858230439452]
sigma2 =
Columns 1 through 4
[0.322769217830992] [0.021314868200956] [0.607444748117997] [0.097153079417258]
Column 5
[0.187371216717998]
likelihood error: 0.00032136
current f = [-1.2e-10 -1.1e-10 -3.9e-10]
w =
0.451401624101524
-0.309722458482254
0.836844413538272
pic =
Columns 1 through 4
[0.323834334883025] [0.276743014725849] [0.093182629918368] [0.291726300023353]
Column 5
[0.014513720449405]
mu =
Columns 1 through 3
[-0.217862576484406] [-0.973819348208601] [1.680495533458454]
Columns 4 through 5
[0.442403564757122] [3.747858230439452]
sigma2 =
Columns 1 through 4
[0.322769217830992] [0.021314868200956] [0.607444748117997] [0.097153079417258]
Column 5
[0.187371216717998]
Likelihood error: 2.455
current f = [-4.4e-11 -7.3e-11 -1.5e-10]
w =
0.451403086230623
-0.309695495800859
0.836853603458891
pic =
Columns 1 through 4
[0.323692705571922] [0.276650111039544] [0.093522829036393] [0.291790233586309]
Column 5
[0.014344120765831]
mu =
Columns 1 through 3
[-0.218538792752000] [-0.973856903893459] [1.680806982869400]
Columns 4 through 5
[0.442454651687962] [3.754799241744014]
sigma2 =
Columns 1 through 4
[0.322540633634966] [0.021301660348720] [0.613115692220283] [0.097146584987491]
Column 5
[0.183587205666519]
likelihood error: 2.2326
current f = [-3.3e-10 1.7e-10 -4.2e-10]
w =
0.451404363080832
-0.309693410630590
0.836853686377481
pic =
Columns 1 through 4
[0.323692705571922] [0.276650111039544] [0.093522829036393] [0.291790233586309]
Column 5
[0.014344120765831]
mu =
Columns 1 through 3
[-0.218539119899872] [-0.973852850618193] [1.680812284648618]
Columns 4 through 5
[0.442448282324912] [3.754823449365224]
sigma2 =
Columns 1 through 4
[0.322536099906099] [0.021302161251666] [0.613128621241905] [0.097145235086461]
Column 5
[0.183588688539544]
likelihood error: 0.0026223
current f = [-3.3e-10 8.7e-11 -3.6e-10]
w =
0.451404502107407
-0.309693190581320
0.836853692818956
pic =
Columns 1 through 4
[0.323692705571922] [0.276650111039544] [0.093522829036393] [0.291790233586309]
Column 5
[0.014344120765831]
mu =
Columns 1 through 3
[-0.218539039192025] [-0.973852493295629] [1.680812964157350]
Columns 4 through 5
[0.442447511555961] [3.754825985276933]
sigma2 =
Columns 1 through 4
[0.322535527288298] [0.021302219258273] [0.613129920608120] [0.097145107437747]
Column 5
[0.183588770592678]
likelihood error: 0.00026762
current f = [-3.3e-10 8.7e-11 -3.6e-10]
w =
0.451404502107407
-0.309693190581320
0.836853692818956
pic =
Columns 1 through 4
[0.323692705571922] [0.276650111039544] [0.093522829036393] [0.291790233586309]
Column 5
[0.014344120765831]
mu =
Columns 1 through 3
[-0.218539039192025] [-0.973852493295629] [1.680812964157350]
Columns 4 through 5
[0.442447511555961] [3.754825985276933]
sigma2 =
Columns 1 through 4
[0.322535527288298] [0.021302219258273] [0.613129920608120] [0.097145107437747]
Column 5
[0.183588770592678]
Likelihood error: 2.3451
current f = [-4.4e-11 0 -5.5e-10]
w =
0.451404996808585
-0.309670219379982
0.836861926535909
pic =
Columns 1 through 4
[0.323536678185779] [0.276566567415463] [0.093862631328491] [0.291853452497120]
Column 5
[0.014180670573146]
mu =
Columns 1 through 3
[-0.219194643644206] [-0.973885988182205] [1.680974038645474]
Columns 4 through 5
[0.442485511665288] [3.761477362941606]
sigma2 =
Columns 1 through 4
[0.322311150792394] [0.021290448593618] [0.618818311739663] [0.097140446534767]
Column 5
[0.180000774168595]
likelihood error: 2.1244
current f = [1.7e-10 -2e-10 5.2e-10]
w =
0.451406059216654
-0.309668479698136
0.836861997215752
pic =
Columns 1 through 4
[0.323536678185779] [0.276566567415463] [0.093862631328491] [0.291853452497120]
Column 5
[0.014180670573146]
mu =
Columns 1 through 3
[-0.219194986524130] [-0.973882563857831] [1.680978389142534]
Columns 4 through 5
[0.442480264946684] [3.761497587977831]
sigma2 =
Columns 1 through 4
[0.322307433258802] [0.021290862919492] [0.618829200035197] [0.097139312119100]
Column 5
[0.180002016006792]
likelihood error: 0.0021768
current f = [-2.9e-11 -7.3e-12 2.9e-11]
w =
0.451406175155985
-0.309668296150736
0.836862002596691
pic =
Columns 1 through 4
[0.323536678185779] [0.276566567415463] [0.093862631328491] [0.291853452497120]
Column 5
[0.014180670573146]
mu =
Columns 1 through 3
[-0.219194918964539] [-0.973882265909364] [1.680978955958317]
Columns 4 through 5
[0.442479622580825] [3.761499704471393]
sigma2 =
Columns 1 through 4
[0.322306956349015] [0.021290911239851] [0.618830290753443] [0.097139205757292]
Column 5
[0.180002080275581]
likelihood error: 0.0002221
current f = [-2.9e-11 -7.3e-12 2.9e-11]
w =
0.451406175155985
-0.309668296150736
0.836862002596691
pic =
Columns 1 through 4
[0.323536678185779] [0.276566567415463] [0.093862631328491] [0.291853452497120]
Column 5
[0.014180670573146]
mu =
Columns 1 through 3
[-0.219194918964539] [-0.973882265909364] [1.680978955958317]
Columns 4 through 5
[0.442479622580825] [3.761499704471393]
sigma2 =
Columns 1 through 4
[0.322306956349015] [0.021290911239851] [0.618830290753443] [0.097139205757292]
Column 5
[0.180002080275581]
Likelihood error: 2.2355
current f = [4.2e-10 -1.3e-10 2e-10]
w =
0.451405929062841
-0.309648649852126
0.836869404896408
pic =
Columns 1 through 4
[0.323367832116955] [0.276491143801613] [0.094201788782965] [0.291915829824322]
Column 5
[0.014023405474144]
mu =
Columns 1 through 3
[-0.219832781139523] [-0.973912226640740] [1.680991598118455]
Columns 4 through 5
[0.442505387957340] [3.767861015972055]
sigma2 =
Columns 1 through 4
[0.322086390822377] [0.021280385534839] [0.624523453462133] [0.097135922250905]
Column 5
[0.176606475420158]
likelihood error: 2.018
current f = [-1.5e-11 5.1e-11 -1.7e-10]
w =
0.451406815007288
-0.309647194869241
0.836869465373534
pic =
Columns 1 through 4
[0.323367832116955] [0.276491143801613] [0.094201788782965] [0.291915829824322]
Column 5
[0.014023405474144]
mu =
Columns 1 through 3
[-0.219833132046896] [-0.973909323639093] [1.680995169347119]
Columns 4 through 5
[0.442501060848579] [3.767877955755214]
sigma2 =
Columns 1 through 4
[0.322083340332419] [0.021280728848588] [0.624532646757518] [0.097134965808282]
Column 5
[0.176607523352491]
likelihood error: 0.0018058
current f = [3.8e-10 -2.2e-10 2e-10]
w =
0.451406911922807
-0.309647041406640
0.836869469879521
pic =
Columns 1 through 4
[0.323367832116955] [0.276491143801613] [0.094201788782965] [0.291915829824322]
Column 5
[0.014023405474144]
mu =
Columns 1 through 3
[-0.219833075381667] [-0.973909074594348] [1.680995643163337]
Columns 4 through 5
[0.442500524236683] [3.767879726281392]
sigma2 =
Columns 1 through 4
[0.322082942194365] [0.021280769197362] [0.624533564421388] [0.097134876956172]
Column 5
[0.176607573872932]
likelihood error: 0.00018405
current f = [3.8e-10 -2.2e-10 2e-10]
w =
0.451406911922807
-0.309647041406640
0.836869469879521
pic =
Columns 1 through 4
[0.323367832116955] [0.276491143801613] [0.094201788782965] [0.291915829824322]
Column 5
[0.014023405474144]
mu =
Columns 1 through 3
[-0.219833075381667] [-0.973909074594348] [1.680995643163337]
Columns 4 through 5
[0.442500524236683] [3.767879726281392]
sigma2 =
Columns 1 through 4
[0.322082942194365] [0.021280769197362] [0.624533564421388] [0.097134876956172]
Column 5
[0.176607573872932]
Likelihood error: 2.1268
current f = [-1.7e-10 8.7e-11 2.9e-11]
w =
0.451406116597314
-0.309630149428561
0.836876148819751
pic =
Columns 1 through 4
[0.323187557863483] [0.276422768062397] [0.094540069621080] [0.291977280671243]
Column 5
[0.013872323781797]
mu =
Columns 1 through 3
[-0.220455751362901] [-0.973935963279002] [1.680862589315995]
Columns 4 through 5
[0.442514921235145] [3.773952546935276]
sigma2 =
Columns 1 through 4
[0.321865704754449] [0.021271323180526] [0.630219429197108] [0.097132549964129]
Column 5
[0.173399550348581]
likelihood error: 1.9141
current f = [4.4e-11 -5.8e-11 5.5e-10]
w =
0.451406858522228
-0.309628927183913
0.836876200838591
pic =
Columns 1 through 4
[0.323187557863483] [0.276422768062397] [0.094540069621080] [0.291977280671243]
Column 5
[0.013872323781797]
mu =
Columns 1 through 3
[-0.220456103686769] [-0.973933489607699] [1.680865528549816]
Columns 4 through 5
[0.442511340517685] [3.773966798368799]
sigma2 =
Columns 1 through 4
[0.321863194225571] [0.021271608754822] [0.630227225848394] [0.097131739519955]
Column 5
[0.173400442170026]
likelihood error: 0.0015006
current f = [-2.5e-10 3e-10 -6.3e-10]
w =
0.451406939888262
-0.309628798317260
0.836876204628451
pic =
Columns 1 through 4
[0.323187557863483] [0.276422768062397] [0.094540069621080] [0.291977280671243]
Column 5
[0.013872323781797]
mu =
Columns 1 through 3
[-0.220456055967009] [-0.973933280522269] [1.680865926256895]
Columns 4 through 5
[0.442510890303124] [3.773968285846575]
sigma2 =
Columns 1 through 4
[0.321862860400880] [0.021271642595329] [0.630228001195030] [0.097131664958892]
Column 5
[0.173400482109279]
likelihood error: 0.00015268
current f = [-2.5e-10 3e-10 -6.3e-10]
w =
0.451406939888262
-0.309628798317260
0.836876204628451
pic =
Columns 1 through 4
[0.323187557863483] [0.276422768062397] [0.094540069621080] [0.291977280671243]
Column 5
[0.013872323781797]
mu =
Columns 1 through 3
[-0.220456055967009] [-0.973933280522269] [1.680865926256895]
Columns 4 through 5
[0.442510890303124] [3.773968285846575]
sigma2 =
Columns 1 through 4
[0.321862860400880] [0.021271642595329] [0.630228001195030] [0.097131664958892]
Column 5
[0.173400482109279]
Likelihood error: 2.02
current f = [4.4e-11 3.6e-11 -2.2e-10]
w =
0.451405756848322
-0.309614172145649
0.836882254018305
pic =
Columns 1 through 4
[0.322997084486008] [0.276360508790798] [0.094877257443780] [0.292037760934682]
Column 5
[0.013727388344731]
mu =
Columns 1 through 3
[-0.221065825457301] [-0.973957503668310] [1.680590672144864]
Columns 4 through 5
[0.442514781731320] [3.779756035786817]
sigma2 =
Columns 1 through 4
[0.321648422743084] [0.021263133431215] [0.635895228924554] [0.097129913721881]
Column 5
[0.170374228706304]
likelihood error: 1.8135
current f = [-1.5e-10 2.9e-11 -1.9e-10]
w =
0.451406382463531
-0.309613138234435
0.836882299074256
pic =
Columns 1 through 4
[0.322997084486008] [0.276360508790798] [0.094877257443780] [0.292037760934682]
Column 5
[0.013727388344731]
mu =
Columns 1 through 3
[-0.221066173562919] [-0.973955380694659] [1.680593105349166]
Columns 4 through 5
[0.442511799695006] [3.779768109646780]
sigma2 =
Columns 1 through 4
[0.321646343952891] [0.021263372580107] [0.635901886470677] [0.097129222011430]
Column 5
[0.170374994739476]
likelihood error: 0.0012527
current f = [4.4e-10 -2.1e-10 6.4e-10]
w =
0.451406451250327
-0.309613029269606
0.836882302283952
pic =
Columns 1 through 4
[0.322997084486008] [0.276360508790798] [0.094877257443780] [0.292037760934682]
Column 5
[0.013727388344731]
mu =
Columns 1 through 3
[-0.221066133104044] [-0.973955203928960] [1.680593441423935]
Columns 4 through 5
[0.442511419339024] [3.779769367956691]
sigma2 =
Columns 1 through 4
[0.321646062101174] [0.021263401161031] [0.635902546049911] [0.097129158998008]
Column 5
[0.170375026576968]
likelihood error: 0.00012715
current f = [4.4e-10 -2.1e-10 6.4e-10]
w =
0.451406451250327
-0.309613029269606
0.836882302283952
pic =
Columns 1 through 4
[0.322997084486008] [0.276360508790798] [0.094877257443780] [0.292037760934682]
Column 5
[0.013727388344731]
mu =
Columns 1 through 3
[-0.221066133104044] [-0.973955203928960] [1.680593441423935]
Columns 4 through 5
[0.442511419339024] [3.779769367956691]
sigma2 =
Columns 1 through 4
[0.321646062101174] [0.021263401161031] [0.635902546049911] [0.097129158998008]
Column 5
[0.170375026576968]
Likelihood error: 1.9158
current f = [2.8e-10 -3.2e-10 5.8e-10]
w =
0.451405016097347
-0.309600250789073
0.836887803802576
pic =
Columns 1 through 4
[0.322797502111472] [0.276303553443209] [0.095213150396916] [0.292097264894568]
Column 5
[0.013588529153834]
mu =
Columns 1 through 3
[-0.221665030247902] [-0.973977119832750] [1.680180186348417]
Columns 4 through 5
[0.442505651718430] [3.785277114641943]
sigma2 =
Columns 1 through 4
[0.321433880465590] [0.021255704830079] [0.641540624870047] [0.097127645670780]
Column 5
[0.167523925112798]
likelihood error: 1.7167
current f = [-1.5e-11 -1e-10 3.5e-10]
w =
0.451405549045149
-0.309599367300778
0.836887843177452
pic =
Columns 1 through 4
[0.322797502111472] [0.276303553443209] [0.095213150396916] [0.292097264894568]
Column 5
[0.013588529153834]
mu =
Columns 1 through 3
[-0.221665369381223] [-0.973975280381700] [1.680182221053670]
Columns 4 through 5
[0.442503142571616] [3.785287447535493]
sigma2 =
Columns 1 through 4
[0.321432141381578] [0.021255907186862] [0.641546365494132] [0.097127049452807]
Column 5
[0.167524589699372]
likelihood error: 0.0010541
current f = [-2.9e-11 7.3e-11 2.2e-10]
w =
0.451405607789628
-0.309599274227158
0.836887845923271
pic =
Columns 1 through 4
[0.322797502111472] [0.276303553443209] [0.095213150396916] [0.292097264894568]
Column 5
[0.013588529153834]
mu =
Columns 1 through 3
[-0.221665334728699] [-0.973975129416754] [1.680182507885740]
Columns 4 through 5
[0.442502817957493] [3.785288522767506]
sigma2 =
Columns 1 through 4
[0.321431900980627] [0.021255931572791] [0.641546932224931] [0.097126995649942]
Column 5
[0.167524615370635]
likelihood error: 0.0001067
current f = [-2.9e-11 7.3e-11 2.2e-10]
w =
0.451405607789628
-0.309599274227158
0.836887845923271
pic =
Columns 1 through 4
[0.322797502111472] [0.276303553443209] [0.095213150396916] [0.292097264894568]
Column 5
[0.013588529153834]
mu =
Columns 1 through 3
[-0.221665334728699] [-0.973975129416754] [1.680182507885740]
Columns 4 through 5
[0.442502817957493] [3.785288522767506]
sigma2 =
Columns 1 through 4
[0.321431900980627] [0.021255931572791] [0.641546932224931] [0.097126995649942]
Column 5
[0.167524615370635]
Likelihood error: 1.8149
current f = [3.2e-10 3.6e-11 1.2e-10]
w =
0.451404033640458
-0.309587985934170
0.836892870909023
pic =
Columns 1 through 4
[0.322589780467171] [0.276251190651160] [0.095547560367172] [0.292155821977729]
Column 5
[0.013455646536767]
mu =
Columns 1 through 3
[-0.222255174101785] [-0.973995054310711] [1.679636081675169]
Columns 4 through 5
[0.442488212471814] [3.790522761655825]
sigma2 =
Columns 1 through 4
[0.321221437827652] [0.021248939956045] [0.647146246398861] [0.097125426414584]
Column 5
[0.164841432578245]
likelihood error: 1.6242
current f = [1e-10 -5.1e-11 2.9e-11]
w =
0.451404494053233
-0.309587220564011
0.836892905700604
pic =
Columns 1 through 4
[0.322589780467171] [0.276251190651160] [0.095547560367172] [0.292155821977729]
Column 5
[0.013455646536767]
mu =
Columns 1 through 3
[-0.222255500308503] [-0.973993441072234] [1.679637809395930]
Columns 4 through 5
[0.442486069336972] [3.790531726054851]
sigma2 =
Columns 1 through 4
[0.321219960375250] [0.021249113705576] [0.647151261495057] [0.097124905900611]
Column 5
[0.164842015271974]
likelihood error: 0.00089743
current f = [1e-10 -5.1e-11 2.9e-11]
w =
0.451404494053233
-0.309587220564011
0.836892905700604
pic =
Columns 1 through 4
[0.322589780467171] [0.276251190651160] [0.095547560367172] [0.292155821977729]
Column 5
[0.013455646536767]
mu =
Columns 1 through 3
[-0.222255500308503] [-0.973993441072234] [1.679637809395930]
Columns 4 through 5
[0.442486069336972] [3.790531726054851]
sigma2 =
Columns 1 through 4
[0.321219960375250] [0.021249113705576] [0.647151261495057] [0.097124905900611]
Column 5
[0.164842015271974]
Likelihood error: 1.7179
current f = [-2.1e-05 3.9e-05 2.4e-05]
w =
-0.451023209968017
0.738645367184925
0.500980125287996
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.466657340853477] [-0.784412021613562] [0.507610954604856]
Columns 4 through 5
[1.320566413395000] [-0.156038522221867]
sigma2 =
Columns 1 through 4
[0.136363046659506] [0.024651026656084] [0.053454512360398] [0.049942365615013]
Column 5
[0.044445881236807]
likelihood error: 116034.8939
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453098320667766
0.738916942518119
0.498701979343210
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.463837716491340] [-0.780724428332524] [0.502794755943541]
Columns 4 through 5
[1.326282014935699] [-0.162373046884312]
sigma2 =
Columns 1 through 4
[0.136100496856752] [0.024130878635570] [0.055360421246229] [0.048654541776549]
Column 5
[0.043620875816569]
likelihood error: 11.9167
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453598827797519
0.738962564989345
0.498179115678900
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.463093150138130] [-0.779932443603029] [0.501717690296445]
Columns 4 through 5
[1.327561774027822] [-0.163871097034221]
sigma2 =
Columns 1 through 4
[0.136027318143717] [0.024032188238110] [0.055883441371158] [0.048387858708450]
Column 5
[0.043485196969859]
likelihood error: 8.6686
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453718172320010
0.738971407334244
0.498057305520759
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462908842528152] [-0.779755918893590] [0.501470390056113]
Columns 4 through 5
[1.327859751623783] [-0.164227979271568]
sigma2 =
Columns 1 through 4
[0.136007239571049] [0.024009833130897] [0.056011310083605] [0.048326736775169]
Column 5
[0.043456957439007]
likelihood error: 2.4094
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453746440942887
0.738973303890024
0.498028737928936
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462864518268120] [-0.779715417873104] [0.501412785579121]
Columns 4 through 5
[1.327929758055239] [-0.164312599007688]
sigma2 =
Columns 1 through 4
[0.136002159445315] [0.024004591434022] [0.056041750713031] [0.048312409728728]
Column 5
[0.043450565162281]
likelihood error: 0.59313
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453753116123689
0.738973733025380
0.498022019433017
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462853987834366] [-0.779705984187270] [0.501399277601965]
Columns 4 through 5
[1.327946240930454] [-0.164332594991001]
sigma2 =
Columns 1 through 4
[0.136000925822777] [0.024003355916706] [0.056048945337255] [0.048309036349613]
Column 5
[0.043449078593168]
likelihood error: 0.14165
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453754690282438
0.738973832486067
0.498020437613867
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462851498519333] [-0.779703771917662] [0.501396101023021]
Columns 4 through 5
[1.327950123835701] [-0.164337312172638]
sigma2 =
Columns 1 through 4
[0.136000631565115] [0.024003064617041] [0.056050642182007] [0.048308241494843]
Column 5
[0.043448729878174]
likelihood error: 0.033523
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453755061304958
0.738973855768473
0.498020065021861
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462850911243069] [-0.779703251654499] [0.501395353143804]
Columns 4 through 5
[1.327951038658038] [-0.164338424165038]
sigma2 =
Columns 1 through 4
[0.136000561892766] [0.024002995957157] [0.056051042115779] [0.048308054199146]
Column 5
[0.043448647843134]
likelihood error: 0.0079108
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453755148734648
0.738973861240222
0.498019977243967
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462850772803259] [-0.779703129163951] [0.501395176985642]
Columns 4 through 5
[1.327951254199466] [-0.164338686217568]
sigma2 =
Columns 1 through 4
[0.136000545445292] [0.024002979777206] [0.056051136356538] [0.048308010067506]
Column 5
[0.043448628525389]
likelihood error: 0.0018649
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453755169335303
0.738973862528170
0.498019956563238
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462850740178669] [-0.779703100311864] [0.501395135485248]
Columns 4 through 5
[1.327951304983633] [-0.164338747965392]
sigma2 =
Columns 1 through 4
[0.136000541567131] [0.024002975964723] [0.056051158561830] [0.048307999669269]
Column 5
[0.043448623974816]
likelihood error: 0.00043949
current f = [-2.2e-05 4e-05 2.5e-05]
w =
-0.453755169335303
0.738973862528170
0.498019956563238
pic =
Columns 1 through 4
[0.177486135985127] [0.165558621711498] [0.248910885986607] [0.221791388921303]
Column 5
[0.186252967395462]
mu =
Columns 1 through 3
[-1.462850740178669] [-0.779703100311864] [0.501395135485248]
Columns 4 through 5
[1.327951304983633] [-0.164338747965392]
sigma2 =
Columns 1 through 4
[0.136000541567131] [0.024002975964723] [0.056051158561830] [0.048307999669269]
Column 5
[0.043448623974816]
current f = [-2e-05 3.6e-05 2.2e-05]
w =
-0.462635458578842
0.739621010723208
0.488803839251406
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.450777326344833] [-0.793567311815479] [0.495996287210620]
Columns 4 through 5
[1.319298151185990] [-0.161284336636967]
sigma2 =
Columns 1 through 4
[0.154994034400912] [0.029124717604213] [0.061984584594129] [0.052845516279772]
Column 5
[0.049537612047736]
likelihood error: 1762.1248
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.464789113382300
0.739694554656860
0.486644681674758
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.447609152989993] [-0.790456272817835] [0.491798763226584]
Columns 4 through 5
[1.324603808668949] [-0.167940549111105]
sigma2 =
Columns 1 through 4
[0.154338522905596] [0.028568672993462] [0.064126244941054] [0.051766000680955]
Column 5
[0.048660572497152]
likelihood error: 77.1691
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465318456349667
0.739699593778649
0.486130893335141
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446791912007561] [-0.789734259933401] [0.490810178394955]
Columns 4 through 5
[1.325832832478067] [-0.169541140982763]
sigma2 =
Columns 1 through 4
[0.154178071657260] [0.028453404175059] [0.064713187417503] [0.051536931562726]
Column 5
[0.048504800223533]
likelihood error: 19.2483
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465447953171228
0.739699306678122
0.486007344491319
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446587147218933] [-0.789565710028695] [0.490574789564190]
Columns 4 through 5
[1.326127640500911] [-0.169931488967421]
sigma2 =
Columns 1 through 4
[0.154137071555468] [0.028426199004847] [0.064860090992557] [0.051482992764122]
Column 5
[0.048470904483712]
likelihood error: 4.7267
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465479507084502
0.739699075294173
0.485977475614075
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446536727667440] [-0.789525646275537] [0.490518192247775]
Columns 4 through 5
[1.326198973351225] [-0.170026594526509]
sigma2 =
Columns 1 through 4
[0.154126815602870] [0.028419611729234] [0.064896064135027] [0.051469978804222]
Column 5
[0.048462970096966]
likelihood error: 1.153
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465487179706041
0.739699002625628
0.485970237108087
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446524413528424] [-0.789516014557693] [0.490504511155314]
Columns 4 through 5
[1.326216273830877] [-0.170049725781272]
sigma2 =
Columns 1 through 4
[0.154124290648395] [0.028418011038469] [0.064904820182836] [0.051466822572214]
Column 5
[0.048461067425037]
likelihood error: 0.28044
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465489043609791
0.739698983345048
0.485968481105992
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446521416642088] [-0.789513686099948] [0.490501195878795]
Columns 4 through 5
[1.326220472529467] [-0.170055345939611]
sigma2 =
Columns 1 through 4
[0.154123673948415] [0.028417622118965] [0.064906947648257] [0.051466056377875]
Column 5
[0.048460607502122]
likelihood error: 0.068134
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465489496223622
0.739698978503989
0.485968054934228
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446520688371498] [-0.789513121814853] [0.490500391646791]
Columns 4 through 5
[1.326221491723607] [-0.170056710797676]
sigma2 =
Columns 1 through 4
[0.154123523857403] [0.028417527661276] [0.064907464269692] [0.051465870360167]
Column 5
[0.048460496022673]
likelihood error: 0.016546
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465489606114020
0.739698977313194
0.485967951487080
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446520511502327] [-0.789512984923411] [0.490500196467052]
Columns 4 through 5
[1.326221739138645] [-0.170057042184171]
sigma2 =
Columns 1 through 4
[0.154123487383285] [0.028417504725740] [0.064907589699501] [0.051465825199622]
Column 5
[0.048460468975152]
likelihood error: 0.0040172
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465489632792578
0.739698977022612
0.485967926375037
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446520468558030] [-0.789512951700553] [0.490500149090223]
Columns 4 through 5
[1.326221799201257] [-0.170057122637474]
sigma2 =
Columns 1 through 4
[0.154123478525040] [0.028417499157349] [0.064907620150428] [0.051465814236024]
Column 5
[0.048460462410441]
likelihood error: 0.00097528
current f = [-2.1e-05 3.7e-05 2.3e-05]
w =
-0.465489632792578
0.739698977022612
0.485967926375037
pic =
Columns 1 through 4
[0.175839634663419] [0.167920336726703] [0.246935673569902] [0.224165453987763]
Column 5
[0.185138901052210]
mu =
Columns 1 through 3
[-1.446520468558030] [-0.789512951700553] [0.490500149090223]
Columns 4 through 5
[1.326221799201257] [-0.170057122637474]
sigma2 =
Columns 1 through 4
[0.154123478525040] [0.028417499157349] [0.064907620150428] [0.051465814236024]
Column 5
[0.048460462410441]
Likelihood error: 116058.6671
current f = [-1.9e-05 3.4e-05 2e-05]
w =
-0.475472494738031
0.739137482245441
0.477076188222734
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.442318833441534] [-0.797106393375759] [0.485328753619763]
Columns 4 through 5
[1.323274718578921] [-0.168972763841241]
sigma2 =
Columns 1 through 4
[0.163477420662461] [0.031545124033000] [0.067671469289830] [0.052643187510426]
Column 5
[0.052678547400312]
likelihood error: 802.1234
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.477928689884232
0.738979636545442
0.474861310745133
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.438388526893671] [-0.794413761622409] [0.481386580030785]
Columns 4 through 5
[1.328712254157365] [-0.176530990812247]
sigma2 =
Columns 1 through 4
[0.162394614818664] [0.030909934408730] [0.070153096472252] [0.051553994022300]
Column 5
[0.051787235092470]
likelihood error: 115.4273
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478550118654884
0.738931393355222
0.474310215087020
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437376797435158] [-0.793724521466392] [0.480397109820280]
Columns 4 through 5
[1.330021270496828] [-0.178396131354849]
sigma2 =
Columns 1 through 4
[0.162136402657145] [0.030771674982926] [0.070851604255034] [0.051315825590535]
Column 5
[0.051625475698828]
likelihood error: 27.9492
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478707516700823
0.738917954673321
0.474172299910060
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437117100338381] [-0.793554544845650] [0.480150627707492]
Columns 4 through 5
[1.330347225402634] [-0.178866245355728]
sigma2 =
Columns 1 through 4
[0.162070321122351] [0.030737792499529] [0.071032812601852] [0.051257800501217]
Column 5
[0.051589291184227]
likelihood error: 6.992
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478747312935016
0.738914409148141
0.474137645201516
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437051000298527] [-0.793512370974584] [0.480088943025281]
Columns 4 through 5
[1.330429119120777] [-0.178984996580861]
sigma2 =
Columns 1 through 4
[0.162053409306935] [0.030729273658055] [0.071078888511741] [0.051243277822159]
Column 5
[0.051580533553090]
likelihood error: 1.7614
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478757362307919
0.738913497269484
0.474128919045688
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437034258351999] [-0.793501824358424] [0.480073444881326]
Columns 4 through 5
[1.330449748846766] [-0.179014979869966]
sigma2 =
Columns 1 through 4
[0.162049109504504] [0.030727123213023] [0.071090538856060] [0.051239620336350]
Column 5
[0.051578356002819]
likelihood error: 0.44428
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478759898344354
0.738913265364532
0.474126719656377
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437030027896947] [-0.793499174726245] [0.480069542693862]
Columns 4 through 5
[1.330454949983366] [-0.179022546471340]
sigma2 =
Columns 1 through 4
[0.162048020899740] [0.030726580347692] [0.071093479747045] [0.051238698003898]
Column 5
[0.051577809567712]
likelihood error: 0.11208
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478760538143104
0.738913206670538
0.474126165077689
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437028960040955] [-0.793498507569409] [0.480068559201613]
Columns 4 through 5
[1.330456261649515] [-0.179024455435681]
sigma2 =
Columns 1 through 4
[0.162047745870324] [0.030726443356865] [0.071094221723511] [0.051238465361337]
Column 5
[0.051577672002617]
likelihood error: 0.028271
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478760699532648
0.738913191845336
0.474126025215273
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437028690612624] [-0.793498339417032] [0.480068311217092]
Columns 4 through 5
[1.330456592468459] [-0.179024936978898]
sigma2 =
Columns 1 through 4
[0.162047676451736] [0.030726408796235] [0.071094408888594] [0.051238406680492]
Column 5
[0.051577637329961]
likelihood error: 0.0071311
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478760740241028
0.738913188103849
0.474125989939970
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437028622646550] [-0.793498297017282] [0.480068248676900]
Columns 4 through 5
[1.330456675908160] [-0.179025058442551]
sigma2 =
Columns 1 through 4
[0.162047658937360] [0.030726400078234] [0.071094456098445] [0.051238391879280]
Column 5
[0.051577628587024]
likelihood error: 0.0017987
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478760750508948
0.738913187159922
0.474125981042767
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437028605502741] [-0.793498286324246] [0.480068232903418]
Columns 4 through 5
[1.330456696953741] [-0.179025089079545]
sigma2 =
Columns 1 through 4
[0.162047654519226] [0.030726397879224] [0.071094468006220] [0.051238388145975]
Column 5
[0.051577626382062]
likelihood error: 0.00045368
current f = [-1.9e-05 3.4e-05 2.1e-05]
w =
-0.478760750508948
0.738913187159922
0.474125981042767
pic =
Columns 1 through 4
[0.174180555653154] [0.169601274463474] [0.246041495703099] [0.225372687818792]
Column 5
[0.184803986361480]
mu =
Columns 1 through 3
[-1.437028605502741] [-0.793498286324246] [0.480068232903418]
Columns 4 through 5
[1.330456696953741] [-0.179025089079545]
sigma2 =
Columns 1 through 4
[0.162047654519226] [0.030726397879224] [0.071094468006220] [0.051238388145975]
Column 5
[0.051577626382062]
Likelihood error: 1864.792
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.489962781255802
0.737298209924595
0.465110549134368
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.436173281350463] [-0.797486097991870] [0.476902713793024]
Columns 4 through 5
[1.330040792781096] [-0.179515036602188]
sigma2 =
Columns 1 through 4
[0.166694185174245] [0.032714465858424] [0.072477729564744] [0.051138490538290]
Column 5
[0.054627177543261]
likelihood error: 620.0872
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.492832658890683
0.736870971172063
0.462749546155678
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.431369966386483] [-0.795004212757316] [0.473065076561768]
Columns 4 through 5
[1.335784248512892] [-0.188200694041550]
sigma2 =
Columns 1 through 4
[0.165205178415001] [0.031952939706761] [0.075401274957543] [0.049976358398122]
Column 5
[0.053732382299549]
likelihood error: 157.2152
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493589775850100
0.736748897536006
0.462136554979365
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.430085408807990] [-0.794325519048683] [0.472050041364671]
Columns 4 through 5
[1.337225663312716] [-0.190436888513936]
sigma2 =
Columns 1 through 4
[0.164834036541719] [0.031778690052702] [0.076259939430548] [0.049711802526753]
Column 5
[0.053576487055883]
likelihood error: 39.2673
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493789953517516
0.736715091468565
0.461976575271941
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429741761512352] [-0.794150898201961] [0.471786186902860]
Columns 4 through 5
[1.337599750546976] [-0.191024870327089]
sigma2 =
Columns 1 through 4
[0.164735316164631] [0.031734039762439] [0.076492815862028] [0.049644651036640]
Column 5
[0.053541841765017]
likelihood error: 10.2136
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493842810445303
0.736705963335870
0.461934630060540
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429650467567235] [-0.794105811814257] [0.471717340334612]
Columns 4 through 5
[1.337697800596222] [-0.191179908561510]
sigma2 =
Columns 1 through 4
[0.164708996049281] [0.031722308867618] [0.076554699716517] [0.049627113238553]
Column 5
[0.053533275902975]
likelihood error: 2.6832
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493856751903593
0.736703531310300
0.461923603907046
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429626319720946] [-0.794094065762172] [0.471699294461954]
Columns 4 through 5
[1.337723584891461] [-0.191220786347823]
sigma2 =
Columns 1 through 4
[0.164702013473964] [0.031719214758931] [0.076571047989793] [0.049622501111038]
Column 5
[0.053531071045428]
likelihood error: 0.70654
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493860426850169
0.736702887402030
0.461920701827905
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429619946378005] [-0.794090987825499] [0.471694551531649]
Columns 4 through 5
[1.337730373309788] [-0.191231560673434]
sigma2 =
Columns 1 through 4
[0.164700167580282] [0.031718398719191] [0.076575359014590] [0.049621286331091]
Column 5
[0.053530495168637]
likelihood error: 0.18614
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493861395278826
0.736702717397692
0.461919937569715
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429618265950051] [-0.794090178885434] [0.471693303297913]
Columns 4 through 5
[1.337732161312622] [-0.191234399878682]
sigma2 =
Columns 1 through 4
[0.164699680507368] [0.031718183596896] [0.076576495161376] [0.049620966280173]
Column 5
[0.053530343950039]
likelihood error: 0.049041
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493861650447548
0.736702672567923
0.461919736253829
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429617823076161] [-0.794089965987545] [0.471692974589903]
Columns 4 through 5
[1.337732632331983] [-0.191235147969395]
sigma2 =
Columns 1 through 4
[0.164699552095742] [0.031718126904282] [0.076576794526670] [0.049620881955975]
Column 5
[0.053530304161516]
likelihood error: 0.012921
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493861717677458
0.736702660752557
0.461919683218929
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429617706379769] [-0.794089909922650] [0.471692888005235]
Columns 4 through 5
[1.337732756422062] [-0.191235345070409]
sigma2 =
Columns 1 through 4
[0.164699518254448] [0.031718111966042] [0.076576873401302] [0.049620859739272]
Column 5
[0.053530293684207]
likelihood error: 0.0034041
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493861735390252
0.736702657639174
0.461919669246730
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429617675632987] [-0.794089895154547] [0.471692865195428]
Columns 4 through 5
[1.337732789114432] [-0.191235396999810]
sigma2 =
Columns 1 through 4
[0.164699509337484] [0.031718108030171] [0.076576894182073] [0.049620853885957]
Column 5
[0.053530290924418]
likelihood error: 0.00089687
current f = [-2e-05 3.5e-05 2.1e-05]
w =
-0.493861735390252
0.736702657639174
0.461919669246730
pic =
Columns 1 through 4
[0.172818003501275] [0.170626871590231] [0.245791264183224] [0.225754433999423]
Column 5
[0.185009426725845]
mu =
Columns 1 through 3
[-1.429617675632987] [-0.794089895154547] [0.471692865195428]
Columns 4 through 5
[1.337732789114432] [-0.191235396999810]
sigma2 =
Columns 1 through 4
[0.164699509337484] [0.031718108030171] [0.076576894182073] [0.049620853885957]
Column 5
[0.053530290924418]
Likelihood error: 954.8473
current f = [-2.3e-05 3.9e-05 2.3e-05]
w =
-0.506501907448004
0.733989986189420
0.452453885215496
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.430425282520263] [-0.795966847299904] [0.470544026353869]
Columns 4 through 5
[1.338830213992733] [-0.192985312169997]
sigma2 =
Columns 1 through 4
[0.166779028134667] [0.033021774477852] [0.077313523560037] [0.048865241364148]
Column 5
[0.055759868381923]
likelihood error: 643.8706
current f = [-2.3e-05 3.8e-05 2.2e-05]
w =
-0.509916795334866
0.733204819830737
0.449883934289550
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.424540147545851] [-0.793602978830625] [0.466758212705188]
Columns 4 through 5
[1.345007296413710] [-0.203097740289635]
sigma2 =
Columns 1 through 4
[0.164855592976923] [0.032083171329090] [0.080821068564321] [0.047582413164725]
Column 5
[0.054882103098964]
likelihood error: 215.3467
current f = [-2.3e-05 3.8e-05 2.2e-05]
w =
-0.510862677819232
0.732971268505929
0.449190877326764
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422874727308532] [-0.792938233870940] [0.465718886021025]
Columns 4 through 5
[1.346620057121047] [-0.205833621879048]
sigma2 =
Columns 1 through 4
[0.164342246554578] [0.031856144324777] [0.081906103149451] [0.047276518006280]
Column 5
[0.054751891620892]
likelihood error: 56.3942
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511125013868260
0.732903928781800
0.449002284728130
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422406285352911] [-0.792762972491011] [0.465438633856884]
Columns 4 through 5
[1.347056579100209] [-0.206587588209390]
sigma2 =
Columns 1 through 4
[0.164198324765649] [0.031794992952462] [0.082215464090179] [0.047195243559947]
Column 5
[0.054725979837554]
likelihood error: 15.3626
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511197657922205
0.732884931838558
0.448950589191439
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422275666950648] [-0.792716244585616] [0.465362474939696]
Columns 4 through 5
[1.347176212567255] [-0.206795945667347]
sigma2 =
Columns 1 through 4
[0.164158028753297] [0.031778130563440] [0.082301758726754] [0.047173003301756]
Column 5
[0.054719789642758]
likelihood error: 4.2286
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511217749450348
0.732879633236303
0.448936360914081
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422239426019821] [-0.792703586725953] [0.465341618423203]
Columns 4 through 5
[1.347209155597531] [-0.206853532367652]
sigma2 =
Columns 1 through 4
[0.164146813039035] [0.031773464920342] [0.082325671972371] [0.047166872160449]
Column 5
[0.054718177247571]
likelihood error: 1.1671
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511223302559512
0.732878163288330
0.448932437023306
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422229395186626] [-0.792700123368583] [0.465335880899690]
Columns 4 through 5
[1.347218243953197] [-0.206869444915454]
sigma2 =
Columns 1 through 4
[0.164143703424861] [0.031772174393392] [0.082332284702282] [0.047165179069575]
Column 5
[0.054717742054231]
likelihood error: 0.32232
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511224836890874
0.732877756483385
0.448931353899675
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422226621946078] [-0.792699170843446] [0.465334298975664]
Columns 4 through 5
[1.347220753130328] [-0.206873841181376]
sigma2 =
Columns 1 through 4
[0.164142842997578] [0.031771817646842] [0.082334112039229] [0.047164711378281]
Column 5
[0.054717622938638]
likelihood error: 0.089033
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511225260766131
0.732877644021403
0.448931054800907
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422225855606177] [-0.792698908233936] [0.465333862359401]
Columns 4 through 5
[1.347221446091255] [-0.206875055655283]
sigma2 =
Columns 1 through 4
[0.164142605143526] [0.031771719067478] [0.082334616875275] [0.047164582181889]
Column 5
[0.054717590156174]
likelihood error: 0.024593
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511225377858520
0.732877612945466
0.448930972191919
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422225643886593] [-0.792698835753983] [0.465333741795882]
Columns 4 through 5
[1.347221637490400] [-0.206875391140260]
sigma2 =
Columns 1 through 4
[0.164142539419856] [0.031771691832505] [0.082334756333303] [0.047164546492946]
Column 5
[0.054717581114200]
likelihood error: 0.0067935
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511225410203509
0.732877604360142
0.448930949374182
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422225585399483] [-0.792698815740053] [0.465333708497762]
Columns 4 through 5
[1.347221690358464] [-0.206875483812390]
sigma2 =
Columns 1 through 4
[0.164142521262528] [0.031771684308867] [0.082334794856485] [0.047164536634461]
Column 5
[0.054717578618070]
likelihood error: 0.0018766
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511225419138212
0.732877601988482
0.448930943071409
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422225569243179] [-0.792698810212463] [0.465333699300444]
Columns 4 through 5
[1.347221704961933] [-0.206875509411290]
sigma2 =
Columns 1 through 4
[0.164142516246649] [0.031771682230554] [0.082334805497796] [0.047164533911240]
Column 5
[0.054717577928740]
likelihood error: 0.00051836
current f = [-2.3e-05 3.7e-05 2.2e-05]
w =
-0.511225419138212
0.732877601988482
0.448930943071409
pic =
Columns 1 through 4
[0.171714436929717] [0.171166326559330] [0.246065599736224] [0.225490602352343]
Column 5
[0.185563034422384]
mu =
Columns 1 through 3
[-1.422225569243179] [-0.792698810212463] [0.465333699300444]
Columns 4 through 5
[1.347221704961933] [-0.206875509411290]
sigma2 =
Columns 1 through 4
[0.164142516246649] [0.031771682230554] [0.082334805497796] [0.047164533911240]
Column 5
[0.054717577928740]
Likelihood error: 830.4255
current f = [-2.8e-05 4.4e-05 2.5e-05]
w =
-0.525683683111658
0.728839737135533
0.438690441255775
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.423885054545598] [-0.793258310445499] [0.465986313141668]
Columns 4 through 5
[1.349404286474118] [-0.209810363244028]
sigma2 =
Columns 1 through 4
[0.164843001050514] [0.032661629909215] [0.082798091169396] [0.045984321867116]
Column 5
[0.056364095924760]
likelihood error: 780.6497
current f = [-2.6e-05 4.2e-05 2.4e-05]
w =
-0.529828574910747
0.727538568842616
0.435854691850087
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.416560511120023] [-0.790997839941625] [0.462251505853211]
Columns 4 through 5
[1.356146903560977] [-0.221787181654485]
sigma2 =
Columns 1 through 4
[0.162395202809581] [0.031476666008312] [0.087106457802296] [0.044523869400125]
Column 5
[0.055541856467009]
likelihood error: 304.3375
current f = [-2.6e-05 4.1e-05 2.3e-05]
w =
-0.531039269157035
0.727128354807329
0.435065110753414
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.414346885163034] [-0.790378161989018] [0.461210352213985]
Columns 4 through 5
[1.357967028793149] [-0.225202010707657]
sigma2 =
Columns 1 through 4
[0.161689282778258] [0.031173798997965] [0.088520468063001] [0.044157351222898]
Column 5
[0.055472132101226]
likelihood error: 84.1777
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531392931657872
0.727003887563662
0.434841235390189
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413688733623267] [-0.790216162042229] [0.460922149195403]
Columns 4 through 5
[1.358480254396139] [-0.226191448840395]
sigma2 =
Columns 1 through 4
[0.161479387755050] [0.031087892125541] [0.088946498776143] [0.044054953189110]
Column 5
[0.055468563966968]
likelihood error: 24.1314
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531496056530515
0.726966950301551
0.434776949027178
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413495267678762] [-0.790172364432898] [0.460840855774878]
Columns 4 through 5
[1.358627585896168] [-0.226479058471053]
sigma2 =
Columns 1 through 4
[0.161417376727970] [0.031062955224692] [0.089071811572814] [0.044025468079679]
Column 5
[0.055469272184147]
likelihood error: 6.9888
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531526088761310
0.726956108392810
0.434758362518640
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413438724028144] [-0.790160122140788] [0.460817582503832]
Columns 4 through 5
[1.358670202925122] [-0.226562713387897]
sigma2 =
Columns 1 through 4
[0.161399190187749] [0.031055690753331] [0.089108395592813] [0.044016911229883]
Column 5
[0.055469667344974]
likelihood error: 2.0301
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531534828858340
0.726952942245709
0.434752971023988
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413422242758186] [-0.790156629594617] [0.460810863879779]
Columns 4 through 5
[1.358682569765264] [-0.226587046978114]
sigma2 =
Columns 1 through 4
[0.161393879502177] [0.031053575007771] [0.089119049815486] [0.044014423331828]
Column 5
[0.055469803343474]
likelihood error: 0.59023
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531537371600128
0.726952019752751
0.434751404728208
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413417444665861] [-0.790155622721842] [0.460808916338444]
Columns 4 through 5
[1.358686163238739] [-0.226594124902741]
sigma2 =
Columns 1 through 4
[0.161392332082731] [0.031052959169822] [0.089122150027271] [0.044013699710281]
Column 5
[0.055469845295611]
likelihood error: 0.17165
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538111244722
0.726951751243161
0.434750949397717
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413416048574312] [-0.790155331013020] [0.460808350730976]
Columns 4 through 5
[1.358687207987760] [-0.226596183596142]
sigma2 =
Columns 1 through 4
[0.161391881654298] [0.031052779985205] [0.089123051878208] [0.044013489232542]
Column 5
[0.055469857774765]
likelihood error: 0.049923
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538326381705
0.726951673121984
0.434750816992683
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413415642450365] [-0.790155246312474] [0.460808186328344]
Columns 4 through 5
[1.358687511803476] [-0.226596782378902]
sigma2 =
Columns 1 through 4
[0.161391750601423] [0.031052727860130] [0.089123314198921] [0.044013428012640]
Column 5
[0.055469861436843]
likelihood error: 0.01452
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538388955795
0.726951650397312
0.434750778486043
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413415524320342] [-0.790155221695030] [0.460808138524694]
Columns 4 through 5
[1.358687600162409] [-0.226596956536668]
sigma2 =
Columns 1 through 4
[0.161391712478941] [0.031052712698335] [0.089123390496973] [0.044013410206435]
Column 5
[0.055469862505808]
likelihood error: 0.0042231
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538407155680
0.726951643787449
0.434750767286782
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413415489961086] [-0.790155214537216] [0.460808124622563]
Columns 4 through 5
[1.358687625860931] [-0.226597007190758]
sigma2 =
Columns 1 through 4
[0.161391701390290] [0.031052708288366] [0.089123412688534] [0.044013405027438]
Column 5
[0.055469862817175]
likelihood error: 0.0012283
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538412449151
0.726951641864919
0.434750764029520
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413415479967541] [-0.790155212455629] [0.460808120579313]
Columns 4 through 5
[1.358687633335274] [-0.226597021923560]
sigma2 =
Columns 1 through 4
[0.161391698165062] [0.031052707005705] [0.089123419142991] [0.044013403521117]
Column 5
[0.055469862907791]
likelihood error: 0.00035725
current f = [-2.6e-05 4e-05 2.3e-05]
w =
-0.531538412449151
0.726951641864919
0.434750764029520
pic =
Columns 1 through 4
[0.170790032477955] [0.171371640560381] [0.246855639257157] [0.224680050717206]
Column 5
[0.186302636987301]
mu =
Columns 1 through 3
[-1.413415479967541] [-0.790155212455629] [0.460808120579313]
Columns 4 through 5
[1.358687633335274] [-0.226597021923560]
sigma2 =
Columns 1 through 4
[0.161391698165062] [0.031052707005705] [0.089123419142991] [0.044013403521117]
Column 5
[0.055469862907791]
Likelihood error: 936.815
current f = [-3.2e-05 4.9e-05 2.8e-05]
w =
-0.548358739011640
0.721174184297500
0.423332599336861
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.415425156375060] [-0.789748110855488] [0.463056059758323]
Columns 4 through 5
[1.361694937920160] [-0.230768297888708]
sigma2 =
Columns 1 through 4
[0.161470257822915] [0.031719940686605] [0.089560315424941] [0.042530910499304]
Column 5
[0.056730035929757]
likelihood error: 1042.4258
current f = [-2.9e-05 4.4e-05 2.5e-05]
w =
-0.553479991014182
0.719096687283904
0.420190259590596
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.406108198382536] [-0.787655856676178] [0.459424041555186]
Columns 4 through 5
[1.369133888521057] [-0.245214875626364]
sigma2 =
Columns 1 through 4
[0.158335255066109] [0.030189276737471] [0.094992037344415] [0.040827098264117]
Column 5
[0.056029806850836]
likelihood error: 448.9319
current f = [-2.8e-05 4.1e-05 2.3e-05]
w =
-0.555058671041408
0.718400633886380
0.419297509279082
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.403091097819241] [-0.787162219643386] [0.458442680828716]
Columns 4 through 5
[1.371179032556725] [-0.249548641625945]
sigma2 =
Columns 1 through 4
[0.157356946460268] [0.029780607081230] [0.096892098703873] [0.040376463468864]
Column 5
[0.056082409606903]
likelihood error: 131.4607
current f = [-2.7e-05 4.1e-05 2.3e-05]
w =
-0.555545084069735
0.718177891206959
0.419034815374868
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.402141490660385] [-0.787047779079722] [0.458171263503773]
Columns 4 through 5
[1.371776063971672] [-0.250869142399235]
sigma2 =
Columns 1 through 4
[0.157048239165648] [0.029659118131776] [0.097498907633781] [0.040243767485195]
Column 5
[0.056126855179439]
likelihood error: 39.7289
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555694725903209
0.718108210625534
0.418955808866032
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401846731746482] [-0.787018913125700] [0.458092839264127]
Columns 4 through 5
[1.371955355150298] [-0.251273457722605]
sigma2 =
Columns 1 through 4
[0.156951894179371] [0.029622029583380] [0.097687614615903] [0.040203468703972]
Column 5
[0.056143637048921]
likelihood error: 12.1302
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555740715264479
0.718086640146797
0.418931778439534
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401755804568066] [-0.787010984913649] [0.458069482773834]
Columns 4 through 5
[1.372009885968752] [-0.251397467585010]
sigma2 =
Columns 1 through 4
[0.156922071389376] [0.029610643381624] [0.097745800789776] [0.040191128316880]
Column 5
[0.056149146339666]
likelihood error: 3.7169
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555754841530729
0.718079993994799
0.418924430758008
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401727831481321] [-0.787008681574158] [0.458062412047318]
Columns 4 through 5
[1.372026562440971] [-0.251435527340334]
sigma2 =
Columns 1 through 4
[0.156912880434005] [0.029607145280057] [0.097763691365729] [0.040187341488569]
Column 5
[0.056150879175030]
likelihood error: 1.1403
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555759179489049
0.718077950408875
0.418922178807159
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401719235823734] [-0.787007992047401] [0.458060254638398]
Columns 4 through 5
[1.372031674164380] [-0.251447210912820]
sigma2 =
Columns 1 through 4
[0.156910053868366] [0.029606070776554] [0.097769186953285] [0.040186178899262]
Column 5
[0.056151416056146]
likelihood error: 0.35001
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555760511453628
0.718077322587932
0.418921487918706
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401716595833755] [-0.787007782673420] [0.458059594034817]
Columns 4 through 5
[1.372033242525853] [-0.251450797836784]
sigma2 =
Columns 1 through 4
[0.156909185421475] [0.029605740795943] [0.097770874521116] [0.040185821947332]
Column 5
[0.056151581468727]
likelihood error: 0.10745
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555760920410774
0.718077129782831
0.418921275866105
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401715785180694] [-0.787007718692698] [0.458059391443990]
Columns 4 through 5
[1.372033723914964] [-0.251451899078006]
sigma2 =
Columns 1 through 4
[0.156908918707376] [0.029605639472218] [0.097771392674467] [0.040185712352222]
Column 5
[0.056151632323429]
likelihood error: 0.032989
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555761045971391
0.718077070581106
0.418921210769646
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401715536277669] [-0.787007699087919] [0.458059329273530]
Columns 4 through 5
[1.372033871695281] [-0.251452237180185]
sigma2 =
Columns 1 through 4
[0.156908836809824] [0.029605608361901] [0.097771551762497] [0.040185678703610]
Column 5
[0.056151647945325]
likelihood error: 0.010128
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555761084521453
0.718077052404093
0.418921190784674
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401715459857186] [-0.787007693073752] [0.458059310189583]
Columns 4 through 5
[1.372033917064954] [-0.251452340984519]
sigma2 =
Columns 1 through 4
[0.156908811664164] [0.029605598810128] [0.097771600606381] [0.040185668372678]
Column 5
[0.056151652742607]
likelihood error: 0.0031095
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555761096357183
0.718077046823259
0.418921184648990
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401715436394215] [-0.787007691227895] [0.458059304330871]
Columns 4 through 5
[1.372033930994161] [-0.251452372854645]
sigma2 =
Columns 1 through 4
[0.156908803943734] [0.029605595877497] [0.097771615602554] [0.040185665200848]
Column 5
[0.056151654215601]
likelihood error: 0.00095468
current f = [-2.7e-05 4e-05 2.3e-05]
w =
-0.555761096357183
0.718077046823259
0.418921184648990
pic =
Columns 1 through 4
[0.169985049865281] [0.171365866265514] [0.248175399714311] [0.223391136245625]
Column 5
[0.187082547909267]
mu =
Columns 1 through 3
[-1.401715436394215] [-0.787007691227895] [0.458059304330871]
Columns 4 through 5
[1.372033930994161] [-0.251452372854645]
sigma2 =
Columns 1 through 4
[0.156908803943734] [0.029605595877497] [0.097771615602554] [0.040185665200848]
Column 5
[0.056151654215601]
Likelihood error: 1203.1473
current f = [-3.5e-05 5e-05 2.8e-05]
w =
-0.575799000556645
0.709851518969552
0.405667761096130
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.403679865198675] [-0.785631131097168] [0.461841673179712]
Columns 4 through 5
[1.375696726593141] [-0.256952285188988]
sigma2 =
Columns 1 through 4
[0.156942089571438] [0.030201055609588] [0.098380977862806] [0.038482965204884]
Column 5
[0.057202569533274]
likelihood error: 1523.8311
current f = [-2.8e-05 3.9e-05 2.2e-05]
w =
-0.582237287002218
0.706559869889513
0.402210010099606
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.391456499498853] [-0.783905187966137] [0.458396189707344]
Columns 4 through 5
[1.384003249992215] [-0.274767455765499]
sigma2 =
Columns 1 through 4
[0.152827024999928] [0.028177479838134] [0.105429115529714] [0.036436662734605]
Column 5
[0.056749683801330]
likelihood error: 698.9964
current f = [-2.5e-05 3.5e-05 2e-05]
w =
-0.584321932199031
0.705393752908023
0.401232517646639
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.387228284575373] [-0.783717783811494] [0.457600272933882]
Columns 4 through 5
[1.386250671755116] [-0.280344445661346]
sigma2 =
Columns 1 through 4
[0.151446218597848] [0.027630665885209] [0.108063282681810] [0.035867863439640]
Column 5
[0.057041920320974]
likelihood error: 215.0435
current f = [-2.4e-05 3.4e-05 1.9e-05]
w =
-0.584997151164208
0.705001764353064
0.400937458571836
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385824923096193] [-0.783726684975174] [0.457400135618558]
Columns 4 through 5
[1.386918144967556] [-0.282123236982124]
sigma2 =
Columns 1 through 4
[0.150986387387054] [0.027462896639575] [0.108954625908415] [0.035691611517798]
Column 5
[0.057184342568404]
likelihood error: 68.2199
current f = [-2.4e-05 3.4e-05 1.9e-05]
w =
-0.585215745164358
0.704872905334783
0.400845006493110
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385366370570882] [-0.783740400907147] [0.457344191835875]
Columns 4 through 5
[1.387126126609714] [-0.282695243236842]
sigma2 =
Columns 1 through 4
[0.150835421377123] [0.027409450835885] [0.109247286981612] [0.035635274612254]
Column 5
[0.057235891446555]
likelihood error: 21.8984
current f = [-2.4e-05 3.4e-05 1.9e-05]
w =
-0.585286484251335
0.704830943290394
0.400815509961659
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385217448524112] [-0.783746407182692] [0.457327357875974]
Columns 4 through 5
[1.387192363869498] [-0.282879828296170]
sigma2 =
Columns 1 through 4
[0.150786254249220] [0.027392234698006] [0.109342430829461] [0.035617109877700]
Column 5
[0.057253205035138]
likelihood error: 7.0625
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585309371058442
0.704817332455904
0.400806023299670
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385169200124269] [-0.783748568126118] [0.457322086855738]
Columns 4 through 5
[1.387213655334351] [-0.282939479588947]
sigma2 =
Columns 1 through 4
[0.150770302583500] [0.027386671514657] [0.109373259596608] [0.035611238901858]
Column 5
[0.057258880777227]
likelihood error: 2.2819
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585316775029297
0.704812924810814
0.400802961791946
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385153583270138] [-0.783749296618337] [0.457320405277825]
Columns 4 through 5
[1.387220525325501] [-0.282958768005377]
sigma2 =
Columns 1 through 4
[0.150765136115415] [0.027384872346797] [0.109383237682487] [0.035609340139747]
Column 5
[0.057260725661344]
likelihood error: 0.73782
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585319170127360
0.704811498411060
0.400801972401837
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385148530361994] [-0.783749536177279] [0.457319864429628]
Columns 4 through 5
[1.387222745401597] [-0.282965006420024]
sigma2 =
Columns 1 through 4
[0.150763464015902] [0.027384290371637] [0.109386465989053] [0.035608725953952]
Column 5
[0.057261323500871]
likelihood error: 0.23863
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585319944897490
0.704811036923087
0.400801652477657
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146895709684] [-0.783749614179996] [0.457319689882523]
Columns 4 through 5
[1.387223463264846] [-0.282967024283438]
sigma2 =
Columns 1 through 4
[0.150762923016326] [0.027384102114246] [0.109387510340838] [0.035608527278912]
Column 5
[0.057261517015307]
likelihood error: 0.077185
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585320195519174
0.704810887632131
0.400801549005011
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146366918232] [-0.783749639478148] [0.457319633472835]
Columns 4 through 5
[1.387223695441622] [-0.282967677000462]
sigma2 =
Columns 1 through 4
[0.150762748000661] [0.027384041216726] [0.109387848172172] [0.035608463011847]
Column 5
[0.057261579628039]
likelihood error: 0.024967
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585320276589677
0.704810839338662
0.400801515535966
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146195864028] [-0.783749647669987] [0.457319615232300]
Columns 4 through 5
[1.387223770540976] [-0.282967888137403]
sigma2 =
Columns 1 through 4
[0.150762691385237] [0.027384021517673] [0.109387957453646] [0.035608442222876]
Column 5
[0.057261599883653]
likelihood error: 0.0080762
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585320302814131
0.704810823716681
0.400801504709754
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146140531657] [-0.783749650320938] [0.457319609332762]
Columns 4 through 5
[1.387223794833320] [-0.282967956435073]
sigma2 =
Columns 1 through 4
[0.150762673071215] [0.027384015145467] [0.109387992803768] [0.035608435498115]
Column 5
[0.057261606436098]
likelihood error: 0.0026124
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585320311297137
0.704810818663310
0.400801501207756
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146122632881] [-0.783749651178597] [0.457319607424506]
Columns 4 through 5
[1.387223802691262] [-0.282967978527757]
sigma2 =
Columns 1 through 4
[0.150762667147024] [0.027384013084204] [0.109388004238725] [0.035608433322809]
Column 5
[0.057261608555689]
likelihood error: 0.00084506
current f = [-2.4e-05 3.3e-05 1.9e-05]
w =
-0.585320311297137
0.704810818663310
0.400801501207756
pic =
Columns 1 through 4
[0.169256719369813] [0.171321073818988] [0.250059123595207] [0.221649887483163]
Column 5
[0.187713195732828]
mu =
Columns 1 through 3
[-1.385146122632881] [-0.783749651178597] [0.457319607424506]
Columns 4 through 5
[1.387223802691262] [-0.282967978527757]
sigma2 =
Columns 1 through 4
[0.150762667147024] [0.027384013084204] [0.109388004238725] [0.035608433322809]
Column 5
[0.057261608555689]
Likelihood error: 1680.0394
current f = [-3.3e-05 4.4e-05 2.4e-05]
w =
-0.609708932888224
0.692869899037159
0.384949763644273
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.386698083094313] [-0.781107702277906] [0.462615220347095]
Columns 4 through 5
[1.391433314709893] [-0.289987347314603]
sigma2 =
Columns 1 through 4
[0.151301278336974] [0.028004013285582] [0.110264781658586] [0.033703331252826]
Column 5
[0.058266560097018]
likelihood error: 2393.2319
current f = [-2.1e-05 2.7e-05 1.5e-05]
w =
-0.617833709806532
0.687647907965300
0.381342184839719
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.370143567132346] [-0.780434220680233] [0.459585414182851]
Columns 4 through 5
[1.400657769979319] [-0.312165375647491]
sigma2 =
Columns 1 through 4
[0.145694963854506] [0.025331349085303] [0.119619915063532] [0.031155964827911]
Column 5
[0.058361460728428]
likelihood error: 1124.139
current f = [-1.8e-05 2.2e-05 1.2e-05]
w =
-0.620560802272085
0.685723467586443
0.380378255009680
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.364109882343548] [-0.780959738057869] [0.459233288995090]
Columns 4 through 5
[1.402940199818466] [-0.319294196417233]
sigma2 =
Columns 1 through 4
[0.143712224720293] [0.024648092422958] [0.123356610409033] [0.030416518016203]
Column 5
[0.059115783417087]
likelihood error: 356.9478
current f = [-1.6e-05 2.1e-05 1.1e-05]
w =
-0.621479034518300
0.685052729437127
0.380087579027827
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.362023487825627] [-0.781250200925756] [0.459213833471431]
Columns 4 through 5
[1.403601300952852] [-0.321647771386842]
sigma2 =
Columns 1 through 4
[0.143026250718292] [0.024439096736276] [0.124688024244743] [0.030177487643911]
Column 5
[0.059448307124506]
likelihood error: 117.5249
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621788572537173
0.684823666649901
0.379994101059826
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.361313608034112] [-0.781363879271762] [0.459220945585304]
Columns 4 through 5
[1.403810265582836] [-0.322434794563221]
sigma2 =
Columns 1 through 4
[0.142792358098992] [0.024371011790571] [0.125145592127008] [0.030097888136207]
Column 5
[0.059569492258211]
likelihood error: 39.2658
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621892963476612
0.684746037434757
0.379963164499009
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.361073419869127] [-0.781404334430865] [0.459225172070531]
Columns 4 through 5
[1.403878966133429] [-0.322699371696778]
sigma2 =
Columns 1 through 4
[0.142713117332757] [0.024348319140300] [0.125300925196930] [0.030071145142997]
Column 5
[0.059611428960300]
likelihood error: 13.1971
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621928174624825
0.684719805113174
0.379952805323947
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360992310925702] [-0.781418258512392] [0.459226837273437]
Columns 4 through 5
[1.403901915148244] [-0.322788503817725]
sigma2 =
Columns 1 through 4
[0.142686341458230] [0.024340695249825] [0.125353436665823] [0.030062135505194]
Column 5
[0.059625699940221]
likelihood error: 4.4457
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621940052055945
0.684710950402209
0.379949320604355
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360964940148047] [-0.781422991453068] [0.459227429921737]
Columns 4 through 5
[1.403909628296392] [-0.322818555758129]
sigma2 =
Columns 1 through 4
[0.142677303173851] [0.024338126972964] [0.125371163326987] [0.030059097523544]
Column 5
[0.059630528641816]
likelihood error: 1.4989
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621944058636589
0.684707962716561
0.379948146329058
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360955705922322] [-0.781424592615747] [0.459227633786835]
Columns 4 through 5
[1.403912226665674] [-0.322828691300852]
sigma2 =
Columns 1 through 4
[0.142674253512457] [0.024337261006743] [0.125377144556612] [0.030058072852244]
Column 5
[0.059632159239513]
likelihood error: 0.50553
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621945410175381
0.684706954788268
0.379947750363175
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360952590787001] [-0.781425133319669] [0.459227703055694]
Columns 4 through 5
[1.403913102741728] [-0.322832110094859]
sigma2 =
Columns 1 through 4
[0.142673224669000] [0.024336968933584] [0.125379162380072] [0.030057727213136]
Column 5
[0.059632709494188]
likelihood error: 0.17052
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621945866090835
0.684706614771683
0.379947616810659
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951539937842] [-0.781425315789030] [0.459227726484785]
Columns 4 through 5
[1.403913398215947] [-0.322833263330608]
sigma2 =
Columns 1 through 4
[0.142672877595722] [0.024336870413174] [0.125379843074010] [0.030057610619840]
Column 5
[0.059632895136160]
likelihood error: 0.05752
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621946019885240
0.684706500072149
0.379947571761598
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951185451674] [-0.781425377350745] [0.459227734395939]
Columns 4 through 5
[1.403913497882044] [-0.322833652349238]
sigma2 =
Columns 1 through 4
[0.142672760515548] [0.024336837179728] [0.125380072695476] [0.030057571289453]
Column 5
[0.059632957761797]
likelihood error: 0.019403
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621946071764871
0.684706461380253
0.379947556565435
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951065872211] [-0.781425398118562] [0.459227737065582]
Columns 4 through 5
[1.403913531501725] [-0.322833783576883]
sigma2 =
Columns 1 through 4
[0.142672721020566] [0.024336825969113] [0.125380150154201] [0.030057558022106]
Column 5
[0.059632978887706]
likelihood error: 0.0065453
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621946089265489
0.684706448328256
0.379947551439334
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951025534298] [-0.781425405124328] [0.459227737966253]
Columns 4 through 5
[1.403913542842586] [-0.322833827843998]
sigma2 =
Columns 1 through 4
[0.142672707697653] [0.024336822187431] [0.125380176283470] [0.030057553546618]
Column 5
[0.059632986014172]
likelihood error: 0.0022079
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621946095168990
0.684706443925406
0.379947549710143
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951011927069] [-0.781425407487614] [0.459227738270094]
Columns 4 through 5
[1.403913546668208] [-0.322833842776670]
sigma2 =
Columns 1 through 4
[0.142672703203418] [0.024336820911752] [0.125380185097690] [0.030057552036897]
Column 5
[0.059632988418156]
likelihood error: 0.0007448
current f = [-1.6e-05 2e-05 1.1e-05]
w =
-0.621946095168990
0.684706443925406
0.379947549710143
pic =
Columns 1 through 4
[0.168548188958235] [0.171599639795521] [0.252597357465248] [0.219461206978304]
Column 5
[0.187793606802690]
mu =
Columns 1 through 3
[-1.360951011927069] [-0.781425407487614] [0.459227738270094]
Columns 4 through 5
[1.403913546668208] [-0.322833842776670]
sigma2 =
Columns 1 through 4
[0.142672703203418] [0.024336820911752] [0.125380185097690] [0.030057552036897]
Column 5
[0.059632988418156]
Likelihood error: 2538.4239
current f = [-2.5e-05 2.9e-05 1.6e-05]
w =
-0.651308831307143
0.666903248805047
0.361990142468886
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.361749457648062] [-0.777408829642440] [0.465305468192175]
Columns 4 through 5
[1.408353600756133] [-0.331587426255901]
sigma2 =
Columns 1 through 4
[0.144384261868009] [0.024962386814746] [0.126638575387063] [0.027991597631061]
Column 5
[0.060948832791993]
likelihood error: 3703.0265
current f = [-1.2e-05 1.4e-05 7.6e-06]
w =
-0.661050934168124
0.658918414029991
0.358940365814685
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.339294205331421] [-0.779817095832217] [0.463488504657049]
Columns 4 through 5
[1.417651940667429] [-0.357867861763458]
sigma2 =
Columns 1 through 4
[0.136522789382665] [0.021771046496712] [0.139180815116769] [0.024797226011973]
Column 5
[0.062167797141888]
likelihood error: 1692.9179
current f = [-8.8e-06 9.9e-06 5.6e-06]
w =
-0.664344440755172
0.655970041533441
0.358259359599543
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.330987806911100] [-0.781786944506893] [0.464039084930831]
Columns 4 through 5
[1.419407174502815] [-0.366307531244005]
sigma2 =
Columns 1 through 4
[0.133739320683751] [0.021095987507654] [0.144442762500095] [0.023854076114054]
Column 5
[0.063657232277088]
likelihood error: 541.983
current f = [-7.9e-06 8.9e-06 5e-06]
w =
-0.665468514834111
0.654934613648054
0.358067462489199
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.328078122815660] [-0.782594113645144] [0.464364190391376]
Columns 4 through 5
[1.419841639867164] [-0.369126941652837]
sigma2 =
Columns 1 through 4
[0.132773772058985] [0.020906527417141] [0.146369803083389] [0.023545034689341]
Column 5
[0.064278795297702]
likelihood error: 181.4641
current f = [-7.7e-06 8.5e-06 4.8e-06]
w =
-0.665853453082522
0.654576646464413
0.358006414749606
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.327072875156714] [-0.782885868533265] [0.464491199903142]
Columns 4 through 5
[1.419971207482317] [-0.370085325381978]
sigma2 =
Columns 1 through 4
[0.132441406348346] [0.020846559196219] [0.147045880119773] [0.023440632935618]
Column 5
[0.064504738902501]
likelihood error: 61.7084
current f = [-7.6e-06 8.4e-06 4.8e-06]
w =
-0.665985424855323
0.654453528579756
0.357986023315407
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326727189721182] [-0.782987645446316] [0.464536538875872]
Columns 4 through 5
[1.420013394261952] [-0.370413078921551]
sigma2 =
Columns 1 through 4
[0.132327266968763] [0.020826587006757] [0.147279600170467] [0.023405005751763]
Column 5
[0.064583735439138]
likelihood error: 21.1043
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666030687181484
0.654411257239337
0.357979091861594
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326608506212193] [-0.783022752970802] [0.464552295198296]
Columns 4 through 5
[1.420027603364430] [-0.370525394581054]
sigma2 =
Columns 1 through 4
[0.132288098892557] [0.020819806713653] [0.147359988004606] [0.023392806137742]
Column 5
[0.064611009040184]
likelihood error: 7.232
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666046212781255
0.654396752279952
0.357976721483600
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326567781519971] [-0.783034818515218] [0.464557723655600]
Columns 4 through 5
[1.420032447060868] [-0.370563909584910]
sigma2 =
Columns 1 through 4
[0.132274661218637] [0.020817489187477] [0.147387589118898] [0.023388623786808]
Column 5
[0.064620385428670]
likelihood error: 2.48
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666051538505184
0.654391776046148
0.357975909213117
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326553810064341] [-0.783038960021877] [0.464559588528801]
Columns 4 through 5
[1.420034105064929] [-0.370577120082350]
sigma2 =
Columns 1 through 4
[0.132270051426905] [0.020816695176765] [0.147397060265205] [0.023387189389799]
Column 5
[0.064623604285262]
likelihood error: 0.85062
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666053365407132
0.654390068958830
0.357975630674472
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326549017183272] [-0.783040381008365] [0.464560228562830]
Columns 4 through 5
[1.420034673404876] [-0.370581651581547]
sigma2 =
Columns 1 through 4
[0.132268470080687] [0.020816422918306] [0.147400309559803] [0.023386697375138]
Column 5
[0.064624708753449]
likelihood error: 0.29178
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666053992098870
0.654389483359298
0.357975535137255
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326547373032260] [-0.783040868492910] [0.464560448154260]
Columns 4 through 5
[1.420034868317464] [-0.370583206028653]
sigma2 =
Columns 1 through 4
[0.132267927619392] [0.020816329537464] [0.147401424226302] [0.023386528600496]
Column 5
[0.064625087659328]
likelihood error: 0.10009
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054207076573
0.654389282476701
0.357975502365892
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546809026777] [-0.783041035721771] [0.464560523486320]
Columns 4 through 5
[1.420034935173846] [-0.370583739257718]
sigma2 =
Columns 1 through 4
[0.132267741535301] [0.020816297506070] [0.147401806601996] [0.023386470705189]
Column 5
[0.064625217641653]
likelihood error: 0.034334
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054280821666
0.654389213566625
0.357975491124291
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546615552256] [-0.783041093087779] [0.464560549328432]
Columns 4 through 5
[1.420034958107328] [-0.370583922174256]
sigma2 =
Columns 1 through 4
[0.132267677701706] [0.020816286518334] [0.147401937771233] [0.023386450845066]
Column 5
[0.064625262230745]
likelihood error: 0.011778
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054306118892
0.654389189927969
0.357975487268034
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546549183481] [-0.783041112766448] [0.464560558193269]
Columns 4 through 5
[1.420034965974266] [-0.370583984921200]
sigma2 =
Columns 1 through 4
[0.132267655804475] [0.020816282749166] [0.147401982767084] [0.023386444032334]
Column 5
[0.064625277526468]
likelihood error: 0.0040403
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054314796752
0.654389181819053
0.357975485945200
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546526416590] [-0.783041119516947] [0.464560561234235]
Columns 4 through 5
[1.420034968672900] [-0.370584006445662]
sigma2 =
Columns 1 through 4
[0.132267648292934] [0.020816281456208] [0.147401998202293] [0.023386441695322]
Column 5
[0.064625282773460]
likelihood error: 0.001386
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054317773574
0.654389179037406
0.357975485491422
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546518606720] [-0.783041121832610] [0.464560562277395]
Columns 4 through 5
[1.420034969598623] [-0.370584013829329]
sigma2 =
Columns 1 through 4
[0.132267645716203] [0.020816281012677] [0.147402003497127] [0.023386440893642]
Column 5
[0.064625284573368]
likelihood error: 0.00047543
current f = [-7.5e-06 8.4e-06 4.7e-06]
w =
-0.666054317773574
0.654389179037406
0.357975485491422
pic =
Columns 1 through 4
[0.167685574284298] [0.172930708107804] [0.255957296195640] [0.216936314924235]
Column 5
[0.186490106488023]
mu =
Columns 1 through 3
[-1.326546518606720] [-0.783041121832610] [0.464560562277395]
Columns 4 through 5
[1.420034969598623] [-0.370584013829329]
sigma2 =
Columns 1 through 4
[0.132267645716203] [0.020816281012677] [0.147402003497127] [0.023386440893642]
Column 5
[0.064625284573368]
Likelihood error: 4051.0136
current f = [-1.4e-05 1.4e-05 7.9e-06]
w =
-0.697993696527322
0.629047288705893
0.342205067616128
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.326307356362886] [-0.778775181235887] [0.469256852327049]
Columns 4 through 5
[1.423074046152903] [-0.380130609199803]
sigma2 =
Columns 1 through 4
[0.136073720878324] [0.021398341886037] [0.150135932543821] [0.021793263840078]
Column 5
[0.067505733948978]
likelihood error: 4873.1421
current f = [-6.7e-06 6.4e-06 3.9e-06]
w =
-0.707582044949321
0.618915449871421
0.340985799761931
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.298726601436889] [-0.787173188903850] [0.470646885895906]
Columns 4 through 5
[1.429378654251884] [-0.406444390401275]
sigma2 =
Columns 1 through 4
[0.125463145805566] [0.018455588009521] [0.166565267026957] [0.018435162698253]
Column 5
[0.069999962863041]
likelihood error: 2027.523
current f = [-5.9e-06 5.5e-06 3.4e-06]
w =
-0.710643206393946
0.615444444790047
0.340902286057868
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.289325651609290] [-0.790872081324505] [0.472483433784544]
Columns 4 through 5
[1.429629719833376] [-0.414314559953582]
sigma2 =
Columns 1 through 4
[0.122118262556006] [0.018058536469034] [0.173067744299127] [0.017525214547811]
Column 5
[0.071957031640397]
likelihood error: 625.9365
current f = [-5.8e-06 5.3e-06 3.3e-06]
w =
-0.711644022068685
0.614288435919194
0.340899550315089
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.286205575042515] [-0.792151689128525] [0.473191584887894]
Columns 4 through 5
[1.429550942246197] [-0.416826256115464]
sigma2 =
Columns 1 through 4
[0.121037362257294] [0.017980008540690] [0.175328289152634] [0.017244183825573]
Column 5
[0.072703207500987]
likelihood error: 201.5673
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.711973451837791
0.613905999386826
0.340900612862454
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.285173161517073] [-0.792577483079393] [0.473432681557814]
Columns 4 through 5
[1.429510290903462] [-0.417647570239905]
sigma2 =
Columns 1 through 4
[0.120683359214486] [0.017959922850962] [0.176086974131704] [0.017153440479477]
Column 5
[0.072959954223665]
likelihood error: 65.9585
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712082089174568
0.613779702163026
0.340901122826467
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284832055129561] [-0.792718181258560] [0.473512783919954]
Columns 4 through 5
[1.429495499234331] [-0.417917948564738]
sigma2 =
Columns 1 through 4
[0.120566830979655] [0.017953939017788] [0.176338752648955] [0.017123704134674]
Column 5
[0.073045817961487]
likelihood error: 21.7074
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712117933433530
0.613738013804740
0.340901304409717
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284719433943317] [-0.792764618809315] [0.473539257687800]
Columns 4 through 5
[1.429490484219532] [-0.418007117267229]
sigma2 =
Columns 1 through 4
[0.120528407189679] [0.017952035118503] [0.176421997739575] [0.017113913000182]
Column 5
[0.073074277510588]
likelihood error: 7.1574
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712129761779644
0.613724255228802
0.340901365480403
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284682261175829] [-0.792779943345852] [0.473547997179524]
Columns 4 through 5
[1.429488815862102] [-0.418036538605601]
sigma2 =
Columns 1 through 4
[0.120515730279966] [0.017951414565181] [0.176449486765879] [0.017110684169433]
Column 5
[0.073083682985732]
likelihood error: 2.3614
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712133665216980
0.613719714627229
0.340901385736965
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284669992933961] [-0.792785000517994] [0.473550881525790]
Columns 4 through 5
[1.429488263919458] [-0.418046247511659]
sigma2 =
Columns 1 through 4
[0.120511547103542] [0.017951210622412] [0.176458560379575] [0.017109618867093]
Column 5
[0.073086788383081]
likelihood error: 0.77922
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712134953395532
0.613718216159130
0.340901392431394
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284665944167353] [-0.792786669432275] [0.473551833412016]
Columns 4 through 5
[1.429488081629325] [-0.418049451527841]
sigma2 =
Columns 1 through 4
[0.120510166640000] [0.017951143411176] [0.176461554997313] [0.017109267330623]
Column 5
[0.073087813365176]
likelihood error: 0.25714
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135378510769
0.613717721643782
0.340901394641558
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284664608011180] [-0.792787220193579] [0.473552147548009]
Columns 4 through 5
[1.429488021456209] [-0.418050508890503]
sigma2 =
Columns 1 through 4
[0.120509711073058] [0.017951121240676] [0.176462543283307] [0.017109151321888]
Column 5
[0.073088151640281]
likelihood error: 0.08486
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135518804359
0.613717558447048
0.340901395371033
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284664167060861] [-0.792787401951816] [0.473552251217116]
Columns 4 through 5
[1.429488001596699] [-0.418050857833686]
sigma2 =
Columns 1 through 4
[0.120509560730392] [0.017951113925218] [0.176462869433252] [0.017109113037786]
Column 5
[0.073088263277455]
likelihood error: 0.028005
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135565103097
0.613717504589946
0.340901395611777
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284664021541288] [-0.792787461934413] [0.473552285429301]
Columns 4 through 5
[1.429487995042630] [-0.418050972989514]
sigma2 =
Columns 1 through 4
[0.120509511115368] [0.017951111511139] [0.176462977067332] [0.017109100403560]
Column 5
[0.073088300119412]
likelihood error: 0.009242
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135580382294
0.613717486816386
0.340901395691227
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284663973517882] [-0.792787481729461] [0.473552296719776]
Columns 4 through 5
[1.429487992879679] [-0.418051010992460]
sigma2 =
Columns 1 through 4
[0.120509494741756] [0.017951110714474] [0.176463012588036] [0.017109096234101]
Column 5
[0.073088312277769]
likelihood error: 0.00305
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135585424631
0.613717480950874
0.340901395717446
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284663957669517] [-0.792787488262089] [0.473552300445782]
Columns 4 through 5
[1.429487992165873] [-0.418051023533936]
sigma2 =
Columns 1 through 4
[0.120509489338247] [0.017951110451566] [0.176463024310343] [0.017109094858124]
Column 5
[0.073088316290190]
likelihood error: 0.0010065
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135587088671
0.613717479015179
0.340901395726100
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284663952439345] [-0.792787490417942] [0.473552301675413]
Columns 4 through 5
[1.429487991930306] [-0.418051027672789]
sigma2 =
Columns 1 through 4
[0.120509487555017] [0.017951110364803] [0.176463028178860] [0.017109094404034]
Column 5
[0.073088317614343]
likelihood error: 0.00033217
current f = [-5.7e-06 5.3e-06 3.3e-06]
w =
-0.712135587088671
0.613717479015179
0.340901395726100
pic =
Columns 1 through 4
[0.166137008235861] [0.176509193685826] [0.259744706873368] [0.214654566805869]
Column 5
[0.182954524399075]
mu =
Columns 1 through 3
[-1.284663952439345] [-0.792787490417942] [0.473552301675413]
Columns 4 through 5
[1.429487991930306] [-0.418051027672789]
sigma2 =
Columns 1 through 4
[0.120509487555017] [0.017951110364803] [0.176463028178860] [0.017109094404034]
Column 5
[0.073088317614343]
Likelihood error: 6213.2107
current f = [-1.1e-05 9.3e-06 6.2e-06]
w =
-0.742001938233180
0.582506361762994
0.331842526299043
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.283494169299331] [-0.791124571684919] [0.475881819039394]
Columns 4 through 5
[1.429710378686299] [-0.424532814228936]
sigma2 =
Columns 1 through 4
[0.126660573762896] [0.018215590764503] [0.183284170177627] [0.016722889254835]
Column 5
[0.079292234262025]
likelihood error: 5411.5005
current f = [-1.2e-05 9.5e-06 6.7e-06]
w =
-0.749356480312053
0.572588958296710
0.332575931721766
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.255042624121841] [-0.805054618963397] [0.481477495265622]
Columns 4 through 5
[1.430563420119015] [-0.445630721249053]
sigma2 =
Columns 1 through 4
[0.113945905547340] [0.016095242203876] [0.202702722891334] [0.013998523461797]
Column 5
[0.081804720356027]
likelihood error: 2002.06
current f = [-1.6e-05 1.2e-05 8.5e-06]
w =
-0.751431238492883
0.569646395544357
0.332947560434984
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.246935392306211] [-0.809305448771870] [0.484080798660097]
Columns 4 through 5
[1.429316602986636] [-0.451061130057745]
sigma2 =
Columns 1 through 4
[0.110730630509610] [0.015998030762770] [0.209050028618824] [0.013394605401998]
Column 5
[0.083398979732251]
likelihood error: 541.8127
current f = [-1.7e-05 1.3e-05 9.4e-06]
w =
-0.752037762427922
0.568777229041314
0.333064059542250
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.244561745451835] [-0.810546671412458] [0.484881992935205]
Columns 4 through 5
[1.428864223847131] [-0.452607578511559]
sigma2 =
Columns 1 through 4
[0.109823364723350] [0.016007529216609] [0.210971827679245] [0.013231448513812]
Column 5
[0.083927280085261]
likelihood error: 154.7418
current f = [-1.8e-05 1.3e-05 9.7e-06]
w =
-0.752216512233773
0.568520493061073
0.333098735886327
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243861221717580] [-0.810911178925213] [0.485119267109734]
Columns 4 through 5
[1.428725239766685] [-0.453060492042044]
sigma2 =
Columns 1 through 4
[0.109558687296340] [0.016013700337277] [0.211543843924374] [0.013184498915524]
Column 5
[0.084088065236193]
likelihood error: 45.2174
current f = [-1.8e-05 1.3e-05 9.7e-06]
w =
-0.752269292128571
0.568444645454281
0.333108987168886
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243654246024882] [-0.811018642863526] [0.485189315808557]
Columns 4 through 5
[1.428683803968151] [-0.453194020602897]
sigma2 =
Columns 1 through 4
[0.109480760025375] [0.016015820813549] [0.211713237624073] [0.013170733057527]
Column 5
[0.084135973215929]
likelihood error: 13.3149
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752284883922263
0.568422236182623
0.333112015684730
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243593089067473] [-0.811050372050248] [0.485210002375531]
Columns 4 through 5
[1.428671533450442] [-0.453233451044942]
sigma2 =
Columns 1 through 4
[0.109457758343059] [0.016016473493638] [0.211763321828501] [0.013166674828272]
Column 5
[0.084150163091495]
likelihood error: 3.9301
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752289490485874
0.568415615174018
0.333112910421241
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243575019013400] [-0.811059744772665] [0.485216113315041]
Columns 4 through 5
[1.428667905785541] [-0.453245099467563]
sigma2 =
Columns 1 through 4
[0.109450964159076] [0.016016668632060] [0.211778122910482] [0.013165476557190]
Column 5
[0.084154358697476]
likelihood error: 1.1608
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752290851531248
0.568413658925959
0.333113174772901
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243569679948299] [-0.811062513870935] [0.485217918749904]
Columns 4 through 5
[1.428666833769593] [-0.453248540985587]
sigma2 =
Columns 1 through 4
[0.109448956903183] [0.016016726489163] [0.211782496339978] [0.013165122581533]
Column 5
[0.084155598603755]
likelihood error: 0.34295
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291253666565
0.568413080930101
0.333113252877824
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243568102453421] [-0.811063332017340] [0.485218452176172]
Columns 4 through 5
[1.428666517014812] [-0.453249557810273]
sigma2 =
Columns 1 through 4
[0.109448363850144] [0.016016743601322] [0.211783788545378] [0.013165018001143]
Column 5
[0.084155964971767]
likelihood error: 0.10133
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291372482029
0.568412910154488
0.333113275954753
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243567636363547] [-0.811063573746880] [0.485218609782262]
Columns 4 through 5
[1.428666423424619] [-0.453249858242024]
sigma2 =
Columns 1 through 4
[0.109448188626900] [0.016016748658848] [0.211784170344770] [0.013164987102151]
Column 5
[0.084156073221518]
likelihood error: 0.029938
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291407587444
0.568412859696835
0.333113282773098
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243567498651766] [-0.811063645168577] [0.485218656348740]
Columns 4 through 5
[1.428666395772175] [-0.453249947008017]
sigma2 =
Columns 1 through 4
[0.109448136855242] [0.016016750153288] [0.211784283152066] [0.013164977972725]
Column 5
[0.084156105205353]
likelihood error: 0.0088455
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291417959748
0.568412844788528
0.333113284787655
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243567457963206] [-0.811063666270949] [0.485218670107348]
Columns 4 through 5
[1.428666387601933] [-0.453249973234967]
sigma2 =
Columns 1 through 4
[0.109448121558708] [0.016016750594850] [0.211784316482324] [0.013164975275333]
Column 5
[0.084156114655368]
likelihood error: 0.0026135
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291421024368
0.568412840383694
0.333113285382880
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243567445941288] [-0.811063672505890] [0.485218674172487]
Columns 4 through 5
[1.428666385187934] [-0.453249980984025]
sigma2 =
Columns 1 through 4
[0.109448117039168] [0.016016750725315] [0.211784326330140] [0.013164974478357]
Column 5
[0.084156117447487]
likelihood error: 0.00077219
current f = [-1.8e-05 1.3e-05 9.8e-06]
w =
-0.752291421024368
0.568412840383694
0.333113285382880
pic =
Columns 1 through 4
[0.163095289625337] [0.183351830635758] [0.263342973809206] [0.212875401411399]
Column 5
[0.177334504518299]
mu =
Columns 1 through 3
[-1.243567445941288] [-0.811063672505890] [0.485218674172487]
Columns 4 through 5
[1.428666385187934] [-0.453249980984025]
sigma2 =
Columns 1 through 4
[0.109448117039168] [0.016016750725315] [0.211784326330140] [0.013164974478357]
Column 5
[0.084156117447487]
Likelihood error: 7826.5166
current f = [-1.5e-05 1e-05 8e-06]
w =
-0.777492395025545
0.534353849214902
0.331619570647835
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.241828031967364] [-0.814914946550177] [0.481398128709189]
Columns 4 through 5
[1.425016247353099] [-0.452315997957716]
sigma2 =
Columns 1 through 4
[0.116692187081709] [0.015749204822839] [0.221992347813563] [0.013631546605707]
Column 5
[0.092904328761809]
likelihood error: 5824.5383
current f = [-3.2e-05 2e-05 1.7e-05]
w =
-0.782806742827754
0.525621538379825
0.333069965696170
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.215980851879545] [-0.830315223952470] [0.489898632201595]
Columns 4 through 5
[1.421488731436034] [-0.467631822156011]
sigma2 =
Columns 1 through 4
[0.103295337711800] [0.014539494719379] [0.241985033794887] [0.011412192929641]
Column 5
[0.094518813520497]
likelihood error: 1974.8284
current f = [-4.6e-05 2.9e-05 2.4e-05]
w =
-0.784136990355847
0.523366740544597
0.333491282697520
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.209653053113002] [-0.833996271307999] [0.492428805704402]
Columns 4 through 5
[1.419737777786556] [-0.471072449220819]
sigma2 =
Columns 1 through 4
[0.100473241956985] [0.014632529838196] [0.247420366869554] [0.011017690782732]
Column 5
[0.095563237722917]
likelihood error: 458.2127
current f = [-5.1e-05 3.2e-05 2.7e-05]
w =
-0.784481214961459
0.522780132023980
0.333601794601781
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.208019694648067] [-0.834929547122474] [0.493085833652308]
Columns 4 through 5
[1.419250010184469] [-0.471941105105614]
sigma2 =
Columns 1 through 4
[0.099772730881985] [0.014680485082539] [0.248852484297559] [0.010925755952207]
Column 5
[0.095867900053120]
likelihood error: 115.3669
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784570880279055
0.522627173786662
0.333630591339007
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207594189797062] [-0.835171162940674] [0.493256406275607]
Columns 4 through 5
[1.419121272761256] [-0.472166110509693]
sigma2 =
Columns 1 through 4
[0.099592090218341] [0.014694596109908] [0.249227264812814] [0.010902482027019]
Column 5
[0.095949409038514]
likelihood error: 29.8051
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784594270004219
0.522587265424910
0.333638100244219
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207483178699755] [-0.835234082592786] [0.493300836725086]
Columns 4 through 5
[1.419087599218939] [-0.472224726051851]
sigma2 =
Columns 1 through 4
[0.099545086981148] [0.014698387869765] [0.249325148506817] [0.010896456326184]
Column 5
[0.095970812065392]
likelihood error: 7.7571
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784600373335351
0.522576851236880
0.333640059280192
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207454209784537] [-0.835250493358422] [0.493312425065109]
Columns 4 through 5
[1.419078807048841] [-0.472240016197982]
sigma2 =
Columns 1 through 4
[0.099532829694752] [0.014699384878961] [0.249350698632945] [0.010894887057793]
Column 5
[0.095976406401074]
likelihood error: 2.0229
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784601966066331
0.522574133512363
0.333640570482618
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207446649897832] [-0.835254775404883] [0.493315448763125]
Columns 4 through 5
[1.419076512304998] [-0.472244005998550]
sigma2 =
Columns 1 through 4
[0.099529631540531] [0.014699645577849] [0.249357366787645] [0.010894477749552]
Column 5
[0.095977866938416]
likelihood error: 0.52781
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602381714822
0.522573424277145
0.333640703886768
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207444677015201] [-0.835255892837079] [0.493316237815910]
Columns 4 through 5
[1.419075913433981] [-0.472245047178522]
sigma2 =
Columns 1 through 4
[0.099528796966188] [0.014699713646764] [0.249359106987771] [0.010894370948306]
Column 5
[0.095978248131792]
likelihood error: 0.13773
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602490185428
0.522573239189931
0.333640738700705
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207444162156909] [-0.835256184447724] [0.493316443730709]
Columns 4 through 5
[1.419075757146938] [-0.472245318890830]
sigma2 =
Columns 1 through 4
[0.099528579172048] [0.014699731412929] [0.249359561125529] [0.010894343077659]
Column 5
[0.095978347613657]
likelihood error: 0.035944
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602518492731
0.522573190888180
0.333640747786000
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207444027795588] [-0.835256260548449] [0.493316497467631]
Columns 4 through 5
[1.419075716361009] [-0.472245389798806]
sigma2 =
Columns 1 through 4
[0.099528522335021] [0.014699736049485] [0.249359679640896] [0.010894335804392]
Column 5
[0.095978373575386]
likelihood error: 0.0093801
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602525880017
0.522573178282989
0.333640750156965
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207443992731641] [-0.835256280408261] [0.493316511491217]
Columns 4 through 5
[1.419075705717203] [-0.472245408303483]
sigma2 =
Columns 1 through 4
[0.099528507502411] [0.014699737259487] [0.249359710569577] [0.010894333906310]
Column 5
[0.095978380350570]
likelihood error: 0.0024479
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602527807857
0.522573174993442
0.333640750775709
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207443983581084] [-0.835256285591025] [0.493316515150915]
Columns 4 through 5
[1.419075702939511] [-0.472245413132601]
sigma2 =
Columns 1 through 4
[0.099528503631581] [0.014699737575259] [0.249359718640960] [0.010894333410972]
Column 5
[0.095978382118673]
likelihood error: 0.00063882
current f = [-5.3e-05 3.3e-05 2.8e-05]
w =
-0.784602527807857
0.522573174993442
0.333640750775709
pic =
Columns 1 through 4
[0.158455018886507] [0.191717618182039] [0.264422140485124] [0.213089642560051]
Column 5
[0.172315579886278]
mu =
Columns 1 through 3
[-1.207443983581084] [-0.835256285591025] [0.493316515150915]
Columns 4 through 5
[1.419075702939511] [-0.472245413132601]
sigma2 =
Columns 1 through 4
[0.099528503631581] [0.014699737575259] [0.249359718640960] [0.010894333410972]
Column 5
[0.095978382118673]
Likelihood error: 8174.2246
current f = [-1.3e-05 7.8e-06 6.8e-06]
w =
-0.804723520487774
0.488826072274935
0.336851787513691
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.205119143715099] [-0.843663979094213] [0.477597400193822]
Columns 4 through 5
[1.411662687739156] [-0.463086546774219]
sigma2 =
Columns 1 through 4
[0.106616527194068] [0.014281939278935] [0.257920059519543] [0.011640843572548]
Column 5
[0.104895938999483]
likelihood error: 6028.951
current f = [-3.6e-05 2e-05 1.9e-05]
w =
-0.808214608332017
0.482163607477760
0.338093778113622
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.183655349151907] [-0.857186222137711] [0.486549560531390]
Columns 4 through 5
[1.406733579498344] [-0.473860048623736]
sigma2 =
Columns 1 through 4
[0.093918101066943] [0.013734533484850] [0.275689259961351] [0.009814415631583]
Column 5
[0.105579251141364]
likelihood error: 1605.2842
current f = [-4.8e-05 2.6e-05 2.5e-05]
w =
-0.808910832349875
0.480816137264292
0.338347613911488
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.179420502142809] [-0.859672071100500] [0.488385112567295]
Columns 4 through 5
[1.405367983300988] [-0.475802417099336]
sigma2 =
Columns 1 through 4
[0.091783316487591] [0.013890879386837] [0.279469100157414] [0.009593100666539]
Column 5
[0.106115021631799]
likelihood error: 271.2937
current f = [-5.1e-05 2.7e-05 2.6e-05]
w =
-0.809052243318334
0.480542112572391
0.338398797330148
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178559202069937] [-0.860167559024777] [0.488753472847090]
Columns 4 through 5
[1.405081324987999] [-0.476190323103806]
sigma2 =
Columns 1 through 4
[0.091363002833693] [0.013932875735908] [0.280246489263609] [0.009553719114529]
Column 5
[0.106237383528901]
likelihood error: 53.0042
current f = [-5.1e-05 2.8e-05 2.6e-05]
w =
-0.809081033668361
0.480486323903688
0.338409181188701
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178383720037320] [-0.860268019755478] [0.488828121110421]
Columns 4 through 5
[1.405022722698104] [-0.476269063580700]
sigma2 =
Columns 1 through 4
[0.091277924891950] [0.013941851491006] [0.280405171136717] [0.009545929196569]
Column 5
[0.106262805732439]
likelihood error: 10.6972
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809086896726568
0.480474963318013
0.338411293523170
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178347975801641] [-0.860288459844730] [0.488843302994581]
Columns 4 through 5
[1.405010783299379] [-0.476285090283045]
sigma2 =
Columns 1 through 4
[0.091260617957211] [0.013943697233061] [0.280437503674123] [0.009544352244008]
Column 5
[0.106268002539256]
likelihood error: 2.1743
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088090734751
0.480472649786718
0.338411723574177
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178340696084968] [-0.860292621651271] [0.488846393741390]
Columns 4 through 5
[1.405008351803538] [-0.476288353800159]
sigma2 =
Columns 1 through 4
[0.091257094136620] [0.013944073867412] [0.280444088920922] [0.009544031490458]
Column 5
[0.106269061628408]
likelihood error: 0.44262
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088333892671
0.480472178642271
0.338411811147140
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178339213560656] [-0.860293469161802] [0.488847023116624]
Columns 4 through 5
[1.405007856637761] [-0.476289018399088]
sigma2 =
Columns 1 through 4
[0.091256376543957] [0.013944150599893] [0.280445430027946] [0.009543966185770]
Column 5
[0.106269277339964]
likelihood error: 0.090131
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088383411293
0.480472082694787
0.338411828980898
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178338911646527] [-0.860293641754109] [0.488847151285239]
Columns 4 through 5
[1.405007755798668] [-0.476289153742916]
sigma2 =
Columns 1 through 4
[0.091256230408728] [0.013944166227628] [0.280445703143041] [0.009543952887277]
Column 5
[0.106269321270347]
likelihood error: 0.018355
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088393495658
0.480472063155297
0.338411832612693
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178338850162316] [-0.860293676902097] [0.488847177386392]
Columns 4 through 5
[1.405007735263029] [-0.476289181305381]
sigma2 =
Columns 1 through 4
[0.091256200648645] [0.013944169410238] [0.280445758762401] [0.009543950179096]
Column 5
[0.106269330216721]
likelihood error: 0.0037379
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088395549312
0.480472059176121
0.338411833352296
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178338837641194] [-0.860293684059909] [0.488847182701833]
Columns 4 through 5
[1.405007731080999] [-0.476289186918419]
sigma2 =
Columns 1 through 4
[0.091256194588071] [0.013944170058372] [0.280445770089167] [0.009543949627582]
Column 5
[0.106269332038633]
likelihood error: 0.00076121
current f = [-5.1e-05 2.8e-05 2.7e-05]
w =
-0.809088395549312
0.480472059176121
0.338411833352296
pic =
Columns 1 through 4
[0.152681953848377] [0.200212272727644] [0.260071334186367] [0.217593300207844]
Column 5
[0.169441139029767]
mu =
Columns 1 through 3
[-1.178338837641194] [-0.860293684059909] [0.488847182701833]
Columns 4 through 5
[1.405007731080999] [-0.476289186918419]
sigma2 =
Columns 1 through 4
[0.091256194588071] [0.013944170058372] [0.280445770089167] [0.009543949627582]
Column 5
[0.106269332038633]
Likelihood error: 8413.2452
current f = [-1.1e-05 5.7e-06 5.4e-06]
w =
-0.823509197061920
0.452597041151825
0.342035847223588
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.176065700224294] [-0.870916556986157] [0.465816348765813]
Columns 4 through 5
[1.397901434743516] [-0.461167954245681]
sigma2 =
Columns 1 through 4
[0.097264160488544] [0.013483579320926] [0.285292495476420] [0.010070501514407]
Column 5
[0.113111103938263]
likelihood error: 4594.1689
current f = [-2.1e-05 1.1e-05 1.1e-05]
w =
-0.825244081266102
0.448908654304400
0.342714497206430
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.161104067228825] [-0.880299552433293] [0.472919187843238]
Columns 4 through 5
[1.393906134066966] [-0.467877262105834]
sigma2 =
Columns 1 through 4
[0.087212028223977] [0.013273244718872] [0.298142715916360] [0.009035193547641]
Column 5
[0.112957552793170]
likelihood error: 765.1695
current f = [-2.3e-05 1.2e-05 1.2e-05]
w =
-0.825478724704040
0.448409371532060
0.342803020363612
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.159106429710352] [-0.881466980685238] [0.473875255264857]
Columns 4 through 5
[1.393231303992112] [-0.468701816038255]
sigma2 =
Columns 1 through 4
[0.086044811191364] [0.013355729472194] [0.299956624847935] [0.008969139633465]
Column 5
[0.113104437235787]
likelihood error: 83.7916
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825510693506466
0.448341533818262
0.342814766528117
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158834208143200] [-0.881623641966551] [0.474003173483867]
Columns 4 through 5
[1.393138819469220] [-0.468812937154560]
sigma2 =
Columns 1 through 4
[0.085888764563673] [0.013368945140179] [0.300204825511059] [0.008961446136333]
Column 5
[0.113126677156362]
likelihood error: 11.0286
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515044028941
0.448332312056709
0.342816350598823
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158797139991722] [-0.881644900257580] [0.474020468728615]
Columns 4 through 5
[1.393126278762777] [-0.468828045880050]
sigma2 =
Columns 1 through 4
[0.085867570320584] [0.013370782768119] [0.300238618538507] [0.008960423291838]
Column 5
[0.113129723887703]
likelihood error: 1.4912
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515635663649
0.448331058384174
0.342816565459053
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158792097862368] [-0.881647789499815] [0.474022816293398]
Columns 4 through 5
[1.393124576028385] [-0.468830100607594]
sigma2 =
Columns 1 through 4
[0.085864688395023] [0.013371033496955] [0.300243214325839] [0.008960284648381]
Column 5
[0.113130137895435]
likelihood error: 0.20254
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515716102493
0.448330887949676
0.342816594651151
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158791412285295] [-0.881648182270921] [0.474023135306396]
Columns 4 through 5
[1.393124344637374] [-0.468830379981003]
sigma2 =
Columns 1 through 4
[0.085864296557758] [0.013371067604972] [0.300243839171954] [0.008960265807111]
Column 5
[0.113130194154443]
likelihood error: 0.027529
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515727038277
0.448330864779405
0.342816598619147
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158791319078329] [-0.881648235667098] [0.474023178670918]
Columns 4 through 5
[1.393124313183680] [-0.468830417962807]
sigma2 =
Columns 1 through 4
[0.085864243286204] [0.013371072242476] [0.300243924120620] [0.008960263245786]
Column 5
[0.113130201801580]
likelihood error: 0.0037424
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515728524978
0.448330861629443
0.342816599158560
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158791306406875] [-0.881648242926215] [0.474023184566090]
Columns 4 through 5
[1.393124308907743] [-0.468830423126426]
sigma2 =
Columns 1 through 4
[0.085864236043955] [0.013371072872954] [0.300243935669314] [0.008960262897580]
Column 5
[0.113130202841151]
likelihood error: 0.00050877
current f = [-2.4e-05 1.2e-05 1.2e-05]
w =
-0.825515728524978
0.448330861629443
0.342816599158560
pic =
Columns 1 through 4
[0.146397238165243] [0.208256120139125] [0.252265538242881] [0.224474389295348]
Column 5
[0.168606714157402]
mu =
Columns 1 through 3
[-1.158791306406875] [-0.881648242926215] [0.474023184566090]
Columns 4 through 5
[1.393124308907743] [-0.468830423126426]
sigma2 =
Columns 1 through 4
[0.085864236043955] [0.013371072872954] [0.300243935669314] [0.008960262897580]
Column 5
[0.113130202841151]
Likelihood error: 7971.9602
current f = [-6.1e-06 3e-06 3e-06]
w =
-0.834972151416651
0.428168375806296
0.345678099346323
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.157493114687822] [-0.891862626855779] [0.451414613398437]
Columns 4 through 5
[1.387466504749181] [-0.452061369756690]
sigma2 =
Columns 1 through 4
[0.090478184560624] [0.012883161218582] [0.302945182414908] [0.009614386976682]
Column 5
[0.116978434620093]
likelihood error: 2873.4723
current f = [-8.1e-06 3.9e-06 4e-06]
w =
-0.835782010743971
0.426294734568370
0.346036457415252
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.148187954970921] [-0.897626728096627] [0.456438476190621]
Columns 4 through 5
[1.384718174035535] [-0.455952820987623]
sigma2 =
Columns 1 through 4
[0.083572371254185] [0.012790945866334] [0.311208767941222] [0.009179206208243]
Column 5
[0.116523709398589]
likelihood error: 302.0597
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835860891832643
0.426113515876520
0.346069127716389
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147320548823139] [-0.898137704028160] [0.456917735649568]
Columns 4 through 5
[1.384408567969608] [-0.456291859395610]
sigma2 =
Columns 1 through 4
[0.082993315898707] [0.012820167403706] [0.312013704078742] [0.009166347305970]
Column 5
[0.116543137460754]
likelihood error: 25.7878
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835868592703585
0.426095916524099
0.346072197264786
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147236041590159] [-0.898186871203116] [0.456963468607136]
Columns 4 through 5
[1.384378700840348] [-0.456324693390149]
sigma2 =
Columns 1 through 4
[0.082937512570461] [0.012823379797781] [0.312092109705309] [0.009165349238976]
Column 5
[0.116545293416272]
likelihood error: 2.462
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835869342264221
0.426094206768493
0.346072491954508
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147227811116432] [-0.898191642715104] [0.456967882209343]
Columns 4 through 5
[1.384375817833043] [-0.456327889826932]
sigma2 =
Columns 1 through 4
[0.082932084577177] [0.012823696980267] [0.312099736015350] [0.009165254528798]
Column 5
[0.116545497259322]
likelihood error: 0.2383
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835869415128914
0.426094040666201
0.346072520474077
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147227010784722] [-0.898192106197684] [0.456968310062672]
Columns 4 through 5
[1.384375538424167] [-0.456328200649057]
sigma2 =
Columns 1 through 4
[0.082931556859057] [0.012823727890675] [0.312100477212893] [0.009165245346266]
Column 5
[0.116545516766018]
likelihood error: 0.023128
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835869422209030
0.426094024529505
0.346072523241402
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147226933009678] [-0.898192151223331] [0.456968351599953]
Columns 4 through 5
[1.384375511301203] [-0.456328230854690]
sigma2 =
Columns 1 through 4
[0.082931505578203] [0.012823730895948] [0.312100549228952] [0.009165244454285]
Column 5
[0.116545518650950]
likelihood error: 0.0022462
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835869422896900
0.426094022961845
0.346072523510147
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147226925453201] [-0.898192155597490] [0.456968355634398]
Columns 4 through 5
[1.384375508666888] [-0.456328233789428]
sigma2 =
Columns 1 through 4
[0.082931500595904] [0.012823731187972] [0.312100556225514] [0.009165244367629]
Column 5
[0.116545518833753]
likelihood error: 0.0002182
current f = [-8.4e-06 4.1e-06 4.2e-06]
w =
-0.835869422896900
0.426094022961845
0.346072523510147
pic =
Columns 1 through 4
[0.140525992717291] [0.214911838403856] [0.243980260575137] [0.231190327970756]
Column 5
[0.169391580332960]
mu =
Columns 1 through 3
[-1.147226925453201] [-0.898192155597490] [0.456968355634398]
Columns 4 through 5
[1.384375508666888] [-0.456328233789428]
sigma2 =
Columns 1 through 4
[0.082931500595904] [0.012823731187972] [0.312100556225514] [0.009165244367629]
Column 5
[0.116545518833753]
Likelihood error: 5455.8842
current f = [-2.1e-06 9.9e-07 1e-06]
w =
-0.842156306280040
0.411291022268328
0.348729767600571
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.146956653374188] [-0.906552204955868] [0.433340780919850]
Columns 4 through 5
[1.379088843042551] [-0.441286359967581]
sigma2 =
Columns 1 through 4
[0.086328082049997] [0.012359580337621] [0.311723636188036] [0.010075175644869]
Column 5
[0.118018363543171]
likelihood error: 1903.1969
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842609455255860
0.410182326900400
0.348940918538042
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140932326066334] [-0.910305044970596] [0.437064609378425]
Columns 4 through 5
[1.377155232266986] [-0.443665289387210]
sigma2 =
Columns 1 through 4
[0.081575577392578] [0.012319508075584] [0.317198037808944] [0.009882875509381]
Column 5
[0.117617698614843]
likelihood error: 146.4193
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842645757833519
0.410095504098853
0.348955304217325
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140474159985589] [-0.910575535124524] [0.437342053261852]
Columns 4 through 5
[1.376993172055377] [-0.443836579223738]
sigma2 =
Columns 1 through 4
[0.081243272334202] [0.012332799786043] [0.317625699361844] [0.009881051253664]
Column 5
[0.117611370544373]
likelihood error: 10.5979
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842648638948002
0.410088680526369
0.348956366042468
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140437785438746] [-0.910596626164276] [0.437363197731857]
Columns 4 through 5
[1.376980800095144] [-0.443850147102497]
sigma2 =
Columns 1 through 4
[0.081217118290280] [0.012333969994793] [0.317659435760014] [0.009880985003556]
Column 5
[0.117610780364115]
likelihood error: 0.81833
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842648866193401
0.410088144106209
0.348956447690592
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140434912275432] [-0.910598282451838] [0.437364841578548]
Columns 4 through 5
[1.376979840222309] [-0.443851219234862]
sigma2 =
Columns 1 through 4
[0.081215055274011] [0.012334063619478] [0.317662092255670] [0.009880980338190]
Column 5
[0.117610727577615]
likelihood error: 0.063996
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842648884077358
0.410088101936093
0.348956454062661
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140434686032349] [-0.910598412630648] [0.437364970333302]
Columns 4 through 5
[1.376979765105659] [-0.443851303676523]
sigma2 =
Columns 1 through 4
[0.081214892878708] [0.012334071011457] [0.317662301211805] [0.009880979976604]
Column 5
[0.117610723241620]
likelihood error: 0.0050227
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842648885483775
0.410088098620935
0.348956454562413
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140434668236934] [-0.910598422863895] [0.437364980443174]
Columns 4 through 5
[1.376979759209242] [-0.443851310318890]
sigma2 =
Columns 1 through 4
[0.081214880106561] [0.012334071593313] [0.317662317641709] [0.009880979948257]
Column 5
[0.117610722895896]
likelihood error: 0.00039465
current f = [-2.3e-06 1.1e-06 1.1e-06]
w =
-0.842648885483775
0.410088098620935
0.348956454562413
pic =
Columns 1 through 4
[0.135685189701856] [0.219799606805839] [0.235077654713714] [0.238245014115048]
Column 5
[0.171192534663543]
mu =
Columns 1 through 3
[-1.140434668236934] [-0.910598422863895] [0.437364980443174]
Columns 4 through 5
[1.376979759209242] [-0.443851310318890]
sigma2 =
Columns 1 through 4
[0.081214880106561] [0.012334071593313] [0.317662317641709] [0.009880979948257]
Column 5
[0.117610722895896]
Likelihood error: 3204.0457
current f = [-6.7e-07 3.2e-07 3.2e-07]
w =
-0.847120677124336
0.398731497314153
0.351283007621090
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.140697232092565] [-0.916957476113318] [0.411455733070095]
Columns 4 through 5
[1.371847926118134] [-0.431891798258572]
sigma2 =
Columns 1 through 4
[0.083553860765267] [0.011931471304427] [0.313428099741300] [0.010903578845920]
Column 5
[0.117767054694164]
likelihood error: 1325.3494
current f = [-6.9e-07 3.3e-07 3.3e-07]
w =
-0.847416786576888
0.397991058475704
0.351408462058736
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136485086667559] [-0.919603457566046] [0.414309294493435]
Columns 4 through 5
[1.370474398880636] [-0.433462797964649]
sigma2 =
Columns 1 through 4
[0.080116483853934] [0.011926603063990] [0.317303891990916] [0.010804691560529]
Column 5
[0.117451467836468]
likelihood error: 79.0329
current f = [-6.9e-07 3.3e-07 3.3e-07]
w =
-0.847437686242255
0.397940683727975
0.351415110910026
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136200259216364] [-0.919770263970085] [0.414486417099438]
Columns 4 through 5
[1.370382062219188] [-0.433564771547164]
sigma2 =
Columns 1 through 4
[0.079900599460142] [0.011934852604959] [0.317567239996840] [0.010805091804585]
Column 5
[0.117439372054083]
likelihood error: 4.876
current f = [-6.9e-07 3.3e-07 3.3e-07]
w =
-0.847439132780429
0.397937242913460
0.351415518923381
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136180472431905] [-0.919781565154977] [0.414497970789570]
Columns 4 through 5
[1.370376084860280] [-0.433571866839403]
sigma2 =
Columns 1 through 4
[0.079885740231844] [0.011935473816156] [0.317585295741167] [0.010805155769856]
Column 5
[0.117438392974203]
likelihood error: 0.32563
current f = [-7e-07 3.3e-07 3.3e-07]
w =
-0.847439232063687
0.397937007750955
0.351415545795770
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136179111327593] [-0.919782336389940] [0.414498747999738]
Columns 4 through 5
[1.370375684685405] [-0.433572355581191]
sigma2 =
Columns 1 through 4
[0.079884720079152] [0.011935516993124] [0.317586531624484] [0.010805160450570]
Column 5
[0.117438321284488]
likelihood error: 0.022112
current f = [-7e-07 3.3e-07 3.3e-07]
w =
-0.847439238859199
0.397936991676500
0.351415547610832
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136179018094177] [-0.919782389086872] [0.414498800856305]
Columns 4 through 5
[1.370375657516137] [-0.433572389075369]
sigma2 =
Columns 1 through 4
[0.079884650238400] [0.011935519957481] [0.317586616144746] [0.010805160774963]
Column 5
[0.117438316275055]
likelihood error: 0.0015085
current f = [-7e-07 3.3e-07 3.3e-07]
w =
-0.847439239323916
0.397936990577690
0.351415547734438
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136179011716760] [-0.919782392688683] [0.414498804463671]
Columns 4 through 5
[1.370375655662893] [-0.433572391366819]
sigma2 =
Columns 1 through 4
[0.079884645461894] [0.011935520160384] [0.317586621923246] [0.010805160797223]
Column 5
[0.117438315930258]
likelihood error: 0.00010305
current f = [-7e-07 3.3e-07 3.3e-07]
w =
-0.847439239323916
0.397936990577690
0.351415547734438
pic =
Columns 1 through 4
[0.132044908384179] [0.223078207717157] [0.225702003507033] [0.245793941793835]
Column 5
[0.173380938597796]
mu =
Columns 1 through 3
[-1.136179011716760] [-0.919782392688683] [0.414498804463671]
Columns 4 through 5
[1.370375655662893] [-0.433572391366819]
sigma2 =
Columns 1 through 4
[0.079884645461894] [0.011935520160384] [0.317586621923246] [0.010805160797223]
Column 5
[0.117438315930258]
Likelihood error: 2061.1018
current f = [-2.9e-07 1.4e-07 1.4e-07]
w =
-0.850792058807287
0.389146408884674
0.353154279493925
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.136566994816969] [-0.924479146322923] [0.388056896998752]
Columns 4 through 5
[1.365743168373614] [-0.424796264499510]
sigma2 =
Columns 1 through 4
[0.081334967256915] [0.011611079713700] [0.310242422476281] [0.011774972263263]
Column 5
[0.117071561285666]
likelihood error: 878.3327
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851000545981100
0.388624248853660
0.353226929812843
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133495278557867] [-0.926405648695536] [0.390207483202995]
Columns 4 through 5
[1.364796951756655] [-0.425884206290767]
sigma2 =
Columns 1 through 4
[0.078787231364683] [0.011628749141283] [0.313081195239451] [0.011723758593824]
Column 5
[0.116803897087757]
likelihood error: 42.5434
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851013950642750
0.388591994009160
0.353230120467689
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133303853273711] [-0.926516827389111] [0.390326168740365]
Columns 4 through 5
[1.364741973168043] [-0.425950200363028]
sigma2 =
Columns 1 through 4
[0.078638592362259] [0.011634541514308] [0.313256048440964] [0.011724668906081]
Column 5
[0.116790743571839]
likelihood error: 2.2861
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851014793702577
0.388589992317451
0.353230291413824
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133291749853007] [-0.926523669140686] [0.390333158038499]
Columns 4 through 5
[1.364738784198368] [-0.425954392113111]
sigma2 =
Columns 1 through 4
[0.078629285136987] [0.011634929519497] [0.313266918558247] [0.011724746036806]
Column 5
[0.116789809136361]
likelihood error: 0.1385
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851014846287463
0.388589867976511
0.353230301512386
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133290993078994] [-0.926524093368676] [0.390333584713494]
Columns 4 through 5
[1.364738590867228] [-0.425954654742136]
sigma2 =
Columns 1 through 4
[0.078628704530840] [0.011634953952660] [0.313267594273830] [0.011724751027214]
Column 5
[0.116789748217759]
likelihood error: 0.0085521
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851014849558866
0.388589860250689
0.353230302130005
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133290945961660] [-0.926524119714508] [0.390333611081946]
Columns 4 through 5
[1.364738578946660] [-0.425954671104387]
sigma2 =
Columns 1 through 4
[0.078628668405483] [0.011634955476235] [0.313267636268555] [0.011724751340332]
Column 5
[0.116789744375973]
likelihood error: 0.00053045
current f = [-2.8e-07 1.3e-07 1.3e-07]
w =
-0.851014849558866
0.388589860250689
0.353230302130005
pic =
Columns 1 through 4
[0.129520048179863] [0.225045809052564] [0.216772213318403] [0.253126175391539]
Column 5
[0.175535754057631]
mu =
Columns 1 through 3
[-1.133290945961660] [-0.926524119714508] [0.390333611081946]
Columns 4 through 5
[1.364738578946660] [-0.425954671104387]
sigma2 =
Columns 1 through 4
[0.078628668405483] [0.011634955476235] [0.313267636268555] [0.011724751340332]
Column 5
[0.116789744375973]
Likelihood error: 1409.6077
current f = [-1.7e-07 7.8e-08 7.7e-08]
w =
-0.853524095123517
0.381980407300665
0.354383390529665
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.133588315226675] [-0.929949781551652] [0.366229553920578]
Columns 4 through 5
[1.360991272974963] [-0.419975876942174]
sigma2 =
Columns 1 through 4
[0.079413765901555] [0.011387072548062] [0.304318122929297] [0.012530090186928]
Column 5
[0.116329174365054]
likelihood error: 525.2417
current f = [-1.6e-07 7.6e-08 7.5e-08]
w =
-0.853672388214691
0.381610567086272
0.354424644584975
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131367834612519] [-0.931335076831174] [0.367793118207771]
Columns 4 through 5
[1.360359146557010] [-0.420730736189920]
sigma2 =
Columns 1 through 4
[0.077558329210215] [0.011413344584610] [0.306380168043684] [0.012510109967452]
Column 5
[0.116100405111683]
likelihood error: 22.0492
current f = [-1.6e-07 7.7e-08 7.6e-08]
w =
-0.853681287286062
0.381589167309794
0.354426250623022
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131237356333292] [-0.931410789482916] [0.367873919768653]
Columns 4 through 5
[1.360325515553773] [-0.420774421177536]
sigma2 =
Columns 1 through 4
[0.077455247618950] [0.011417366855237] [0.306498823689324] [0.012511183757240]
Column 5
[0.116088261101674]
likelihood error: 1.0648
current f = [-1.6e-07 7.6e-08 7.5e-08]
w =
-0.853681810695641
0.381587923336856
0.354426329230970
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131229639510301] [-0.931415156031053] [0.367878386490001]
Columns 4 through 5
[1.360323691944557] [-0.420777020560219]
sigma2 =
Columns 1 through 4
[0.077449207025809] [0.011417615058543] [0.306505717948689] [0.012511257592923]
Column 5
[0.116087481301166]
likelihood error: 0.06049
current f = [-1.6e-07 7.5e-08 7.5e-08]
w =
-0.853681841261715
0.381587850947430
0.354426333545611
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131229187844227] [-0.931415409664696] [0.367878642227077]
Columns 4 through 5
[1.360323588354740] [-0.420777173054860]
sigma2 =
Columns 1 through 4
[0.077448854277028] [0.011417629661249] [0.306506119119985] [0.012511262005548]
Column 5
[0.116087434349507]
likelihood error: 0.0035033
current f = [-1.6e-07 7.5e-08 7.4e-08]
w =
-0.853681843042825
0.381587846733678
0.354426333792251
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131229161506701] [-0.931415424420983] [0.367878657040124]
Columns 4 through 5
[1.360323582369507] [-0.420777181953473]
sigma2 =
Columns 1 through 4
[0.077448833720976] [0.011417630513716] [0.306506142471745] [0.012511262264144]
Column 5
[0.116087431588224]
likelihood error: 0.00020366
current f = [-1.6e-07 7.5e-08 7.4e-08]
w =
-0.853681843042825
0.381587846733678
0.354426333792251
pic =
Columns 1 through 4
[0.127908998571930] [0.226026197152088] [0.209167353072205] [0.259450196920263]
Column 5
[0.177447254283514]
mu =
Columns 1 through 3
[-1.131229161506701] [-0.931415424420983] [0.367878657040124]
Columns 4 through 5
[1.360323582369507] [-0.420777181953473]
sigma2 =
Columns 1 through 4
[0.077448833720976] [0.011417630513716] [0.306506142471745] [0.012511262264144]
Column 5
[0.116087431588224]
Likelihood error: 923.3098
current f = [-1.2e-07 5.5e-08 5.5e-08]
w =
-0.855496088766596
0.376827828376752
0.355143956539933
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.131353080822007] [-0.933886173384800] [0.348255025173279]
Columns 4 through 5
[1.357563028299648] [-0.417091524000683]
sigma2 =
Columns 1 through 4
[0.077808053476290] [0.011234416628339] [0.297442345319441] [0.013123882725430]
Column 5
[0.115707140451637]
likelihood error: 285.0882
current f = [-1.1e-07 5.4e-08 5.2e-08]
w =
-0.855599513393406
0.376570868022217
0.355167360604615
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129800284016044] [-0.934852563095992] [0.349352503797400]
Columns 4 through 5
[1.357147677135777] [-0.417603743202976]
sigma2 =
Columns 1 through 4
[0.076504507608905] [0.011259729063030] [0.298899417727743] [0.013122553444323]
Column 5
[0.115522972573373]
likelihood error: 10.9107
current f = [-1.2e-07 5.3e-08 5.3e-08]
w =
-0.855605427022623
0.376556622844040
0.355168217951195
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129712585308728] [-0.934903780883185] [0.349407373374946]
Columns 4 through 5
[1.357126687889385] [-0.417632491947251]
sigma2 =
Columns 1 through 4
[0.076434154367535] [0.011262398352945] [0.298979622213953] [0.013123616956846]
Column 5
[0.115512934482164]
likelihood error: 0.49007
current f = [-1.1e-07 5.3e-08 5.3e-08]
w =
-0.855605759424208
0.376555829910043
0.355168257874741
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129707630154205] [-0.934906612405256] [0.349410295900309]
Columns 4 through 5
[1.357125592289524] [-0.417634126813425]
sigma2 =
Columns 1 through 4
[0.076430211390688] [0.011262554200673] [0.298984078388788] [0.013123682155402]
Column 5
[0.115512333200225]
likelihood error: 0.026708
current f = [-1.2e-07 5.4e-08 5.3e-08]
w =
-0.855605777999034
0.376555785728970
0.355168259969278
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129707352709472] [-0.934906769911259] [0.349410456474519]
Columns 4 through 5
[1.357125532555487] [-0.417634218560533]
sigma2 =
Columns 1 through 4
[0.076429991077609] [0.011262562963973] [0.298984326550669] [0.013123685851098]
Column 5
[0.115512298864915]
likelihood error: 0.0014828
current f = [-1.2e-07 5.3e-08 5.3e-08]
w =
-0.855605779035170
0.376555783266577
0.355168260083873
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129707337223701] [-0.934906778685586] [0.349410465386457]
Columns 4 through 5
[1.357125529248170] [-0.417634223685003]
sigma2 =
Columns 1 through 4
[0.076429978787987] [0.011262563453572] [0.298984340379645] [0.013123686058000]
Column 5
[0.115512296937168]
likelihood error: 8.2571e-05
current f = [-1.2e-07 5.3e-08 5.3e-08]
w =
-0.855605779035170
0.376555783266577
0.355168260083873
pic =
Columns 1 through 4
[0.126979964546292] [0.226332237889953] [0.203259601543294] [0.264384795577431]
Column 5
[0.179043400443030]
mu =
Columns 1 through 3
[-1.129707337223701] [-0.934906778685586] [0.349410465386457]
Columns 4 through 5
[1.357125529248170] [-0.417634223685003]
sigma2 =
Columns 1 through 4
[0.076429978787987] [0.011262563453572] [0.298984340379645] [0.013123686058000]
Column 5
[0.115512296937168]
Likelihood error: 548.4199
current f = [-9.6e-08 4.5e-08 4.4e-08]
w =
-0.856874314985923
0.373243094480576
0.355606525166101
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.129645341351722] [-0.936664220904552] [0.334838294625107]
Columns 4 through 5
[1.355189330624181] [-0.415724825103841]
sigma2 =
Columns 1 through 4
[0.076559787951317] [0.011128594668215] [0.290760274109362] [0.013570040145196]
Column 5
[0.115248985798493]
likelihood error: 145.6023
current f = [-9.1e-08 4.2e-08 4.2e-08]
w =
-0.856944998147307
0.373067876598214
0.355620063553133
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.128589572763572] [-0.937322093962365] [0.335590011018353]
Columns 4 through 5
[1.354917681844177] [-0.416065759897177]
sigma2 =
Columns 1 through 4
[0.075669921473910] [0.011149080104788] [0.291764973309505] [0.013576847942338]
Column 5
[0.115109984377181]
likelihood error: 5.1881
current f = [-9.2e-08 4.2e-08 4.2e-08]
w =
-0.856948912791465
0.373058419564172
0.355620551231964
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.128531413531265] [-0.937356404768358] [0.335627026574148]
Columns 4 through 5
[1.354904353697188] [-0.416084545832306]
sigma2 =
Columns 1 through 4
[0.075622630021637] [0.011150803668248] [0.291818790637923] [0.013577768591350]
Column 5
[0.115102314922649]
likelihood error: 0.22286
current f = [-9.3e-08 4.3e-08 4.3e-08]
w =
-0.856949126500865
0.373057907412019
0.355620573515500
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.128528223470568] [-0.937358252360614] [0.335628957690648]
Columns 4 through 5
[1.354903671574928] [-0.416085582657394]
sigma2 =
Columns 1 through 4
[0.075620053924004] [0.011150900694636] [0.291821698031687] [0.013577821529952]
Column 5
[0.115101875633100]
likelihood error: 0.011835
current f = [-9.4e-08 4.3e-08 4.3e-08]
w =
-0.856949138111892
0.373057879652389
0.355620574656856
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.128528049857291] [-0.937358352360226] [0.335629061142932]
Columns 4 through 5
[1.354903635286385] [-0.416085639203179]
sigma2 =
Columns 1 through 4
[0.075619913979081] [0.011150905994851] [0.291821855504099] [0.013577824432830]
Column 5
[0.115101851381253]
likelihood error: 0.00063974
current f = [-9.4e-08 4.3e-08 4.3e-08]
w =
-0.856949138111892
0.373057879652389
0.355620574656856
pic =
Columns 1 through 4
[0.126522118245291] [0.226222038154046] [0.198920765265710] [0.267995450897354]
Column 5
[0.180339627437600]
mu =
Columns 1 through 3
[-1.128528049857291] [-0.937358352360226] [0.335629061142932]
Columns 4 through 5
[1.354903635286385] [-0.416085639203179]
sigma2 =
Columns 1 through 4
[0.075619913979081] [0.011150905994851] [0.291821855504099] [0.013577824432830]
Column 5
[0.115101851381253]
Likelihood error: 296.5172
current f = [-8.4e-08 3.9e-08 3.9e-08]
w =
-0.857817932783385
0.370797102414089
0.355890296351556
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.128302984487910] [-0.938593605238478] [0.325527021881942]
Columns 4 through 5
[1.353565635812694] [-0.415460459233273]
sigma2 =
Columns 1 through 4
[0.075647562795160] [0.011051539519810] [0.284792363521165] [0.013897245219065]
Column 5
[0.114937971481192]
likelihood error: 72.6679
current f = [-8.1e-08 3.7e-08 3.7e-08]
w =
-0.857865684855072
0.370678857916579
0.355898371789512
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.127595644585914] [-0.939035956407180] [0.326035413083821]
Columns 4 through 5
[1.353387553200178] [-0.415685566905872]
sigma2 =
Columns 1 through 4
[0.075049078954567] [0.011066776224604] [0.285475239061655] [0.013905893137977]
Column 5
[0.114837669364615]
likelihood error: 2.4014
current f = [-8.2e-08 3.7e-08 3.7e-08]
w =
-0.857868276615682
0.370672578265236
0.355898664930443
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.127557262533215] [-0.939058844767818] [0.326060287160093]
Columns 4 through 5
[1.353378961359913] [-0.415697839897616]
sigma2 =
Columns 1 through 4
[0.075017514851107] [0.011067883744646] [0.285511232335642] [0.013906617637245]
Column 5
[0.114832094537953]
likelihood error: 0.10038
current f = [-8.2e-08 3.7e-08 3.7e-08]
w =
-0.857868415566041
0.370672243842377
0.355898678305619
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.127555195961250] [-0.939060057971079] [0.326061570502698]
Columns 4 through 5
[1.353378525788554] [-0.415698504498725]
sigma2 =
Columns 1 through 4
[0.075015825312407] [0.011067944629605] [0.285513144226251] [0.013906657814492]
Column 5
[0.114831784019839]
likelihood error: 0.0052468
current f = [-8.1e-08 3.7e-08 3.7e-08]
w =
-0.857868422985809
0.370672226019816
0.355898678983191
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.127555085447089] [-0.939060122547979] [0.326061638228632]
Columns 4 through 5
[1.353378502942158] [-0.415698540106241]
sigma2 =
Columns 1 through 4
[0.075015735103140] [0.011067947896413] [0.285513246039125] [0.013906659973784]
Column 5
[0.114831767231395]
likelihood error: 0.000279
current f = [-8.1e-08 3.7e-08 3.7e-08]
w =
-0.857868422985809
0.370672226019816
0.355898678983191
pic =
Columns 1 through 4
[0.126369889234243] [0.225875621770551] [0.195803381739844] [0.270554208511969]
Column 5
[0.181396898743393]
mu =
Columns 1 through 3
[-1.127555085447089] [-0.939060122547979] [0.326061638228632]
Columns 4 through 5
[1.353378502942158] [-0.415698540106241]
sigma2 =
Columns 1 through 4
[0.075015735103140] [0.011067947896413] [0.285513246039125] [0.013906659973784]
Column 5
[0.114831767231395]
Likelihood error: 151.0258
current f = [-7.6e-08 3.5e-08 3.5e-08]
w =
-0.858457665468710
0.369142437331877
0.356067827189262
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.127205209362721] [-0.939924583753504] [0.319439934527205]
Columns 4 through 5
[1.352454863223477] [-0.415931912061362]
sigma2 =
Columns 1 through 4
[0.075009228848094] [0.010991490181122] [0.279661199674127] [0.014133361287871]
Column 5
[0.114739698610454]
likelihood error: 36.6174
current f = [-7.3e-08 3.3e-08 3.3e-08]
w =
-0.858489794404119
0.369062911738750
0.356072801662054
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.126733496600109] [-0.940220998916786] [0.319782287296550]
Columns 4 through 5
[1.352337443068325] [-0.416080581579710]
sigma2 =
Columns 1 through 4
[0.074608630813714] [0.011002349162740] [0.280122527380781] [0.014141132273484]
Column 5
[0.114669200499527]
likelihood error: 1.0948
current f = [-7.3e-08 3.3e-08 3.3e-08]
w =
-0.858491516486886
0.369058728726434
0.356072985315430
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.126708128874869] [-0.940236279164670] [0.319798997379987]
Columns 4 through 5
[1.352331832354895] [-0.416088638811311]
sigma2 =
Columns 1 through 4
[0.074587578333556] [0.011003065909126] [0.280146615185096] [0.014141669449008]
Column 5
[0.114665262787743]
likelihood error: 0.044937
current f = [-7.2e-08 3.2e-08 3.2e-08]
w =
-0.858491607798578
0.369058508190436
0.356072993741765
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.126706778487875] [-0.940237081588224] [0.319799854501847]
Columns 4 through 5
[1.352331549129325] [-0.416089069975060]
sigma2 =
Columns 1 through 4
[0.074586463317251] [0.011003104712456] [0.280147881953996] [0.014141698618925]
Column 5
[0.114665047210231]
likelihood error: 0.0023261
current f = [-7.6e-08 3.4e-08 3.4e-08]
w =
-0.858491612623779
0.369058496556178
0.356072994166774
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.126706707036986] [-0.940237123875071] [0.319799899340229]
Columns 4 through 5
[1.352331534392502] [-0.416089092826607]
sigma2 =
Columns 1 through 4
[0.074586404401740] [0.011003106771759] [0.280147948731570] [0.014141700167879]
Column 5
[0.114665035702429]
likelihood error: 0.00012247
current f = [-7.6e-08 3.4e-08 3.4e-08]
w =
-0.858491612623779
0.369058496556178
0.356072994166774
pic =
Columns 1 through 4
[0.126406366018622] [0.225404214764222] [0.193557552705979] [0.272346959413631]
Column 5
[0.182284907097546]
mu =
Columns 1 through 3
[-1.126706707036986] [-0.940237123875071] [0.319799899340229]
Columns 4 through 5
[1.352331534392502] [-0.416089092826607]
sigma2 =
Columns 1 through 4
[0.074586404401740] [0.011003106771759] [0.280147948731570] [0.014141700167879]
Column 5
[0.114665035702429]
Likelihood error: 75.1752
current f = [-7.3e-08 3.2e-08 3.2e-08]
w =
-0.858890110923462
0.368025411709380
0.356181237145609
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.126271449804770] [-0.940845823689237] [0.315708035263511]
Columns 4 through 5
[1.351692731002858] [-0.416848002259768]
sigma2 =
Columns 1 through 4
[0.074576477158495] [0.010941231097413] [0.275306793656644] [0.014301873877220]
Column 5
[0.114623136251932]
likelihood error: 19.2091
current f = [-7.1e-08 3.2e-08 3.2e-08]
w =
-0.858911738781587
0.367971881865795
0.356184389242270
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.125956538198327] [-0.941044746535526] [0.315938700585219]
Columns 4 through 5
[1.351614768049376] [-0.416946640766676]
sigma2 =
Columns 1 through 4
[0.074308098582162] [0.010948804735646] [0.275618170439826] [0.014308009268739]
Column 5
[0.114574257452981]
likelihood error: 0.49573
current f = [-7.1e-08 3.2e-08 3.2e-08]
w =
-0.858912889109055
0.367969082095171
0.356184507727265
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.125939692368591] [-0.941054984617767] [0.315949952424881]
Columns 4 through 5
[1.351611063223539] [-0.416951968612053]
sigma2 =
Columns 1 through 4
[0.074294015912107] [0.010949273713042] [0.275634340290356] [0.014308393963241]
Column 5
[0.114571517993691]
likelihood error: 0.020064
current f = [-7.1e-08 3.1e-08 3.1e-08]
w =
-0.858912949699004
0.367968935366011
0.356184513202780
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.125938801811817] [-0.941055519341331] [0.315950527866434]
Columns 4 through 5
[1.351610876526562] [-0.416952251634712]
sigma2 =
Columns 1 through 4
[0.074293274757368] [0.010949298853835] [0.275635185693762] [0.014308414594306]
Column 5
[0.114571369610695]
likelihood error: 0.001032
current f = [-7.2e-08 3.2e-08 3.2e-08]
w =
-0.858912952880792
0.367968927672110
0.356184513478599
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.125938754991165] [-0.941055547354095] [0.315950557817531]
Columns 4 through 5
[1.351610866855887] [-0.416952266536838]
sigma2 =
Columns 1 through 4
[0.074293235839795] [0.010949300179212] [0.275635229991916] [0.014308415681985]
Column 5
[0.114571361750925]
likelihood error: 5.401e-05
current f = [-7.2e-08 3.2e-08 3.2e-08]
w =
-0.858912952880792
0.367968927672110
0.356184513478599
pic =
Columns 1 through 4
[0.126554661451172] [0.224872305605048] [0.191908159487272] [0.273602948156353]
Column 5
[0.183061925300153]
mu =
Columns 1 through 3
[-1.125938754991165] [-0.941055547354095] [0.315950557817531]
Columns 4 through 5
[1.351610866855887] [-0.416952266536838]
sigma2 =
Columns 1 through 4
[0.074293235839795] [0.010949300179212] [0.275635229991916] [0.014308415681985]
Column 5
[0.114571361750925]
Likelihood error: 37.7596
current f = [-6.8e-08 3e-08 3.1e-08]
w =
-0.859182803391705
0.367270074950999
0.356254968248840
pic =
Columns 1 through 4
[0.126766359557796] [0.224316376002957] [0.190659091074727] [0.274488360226879]
Column 5
[0.183769813137641]
mu =
Columns 1 through 3
[-1.125450821274971] [-0.941491513928766] [0.313630650566906]
Columns 4 through 5
[1.351168067576075] [-0.417996721626679]
sigma2 =
Columns 1 through 4
[0.074291265577201] [0.010896533121949] [0.271612087410992] [0.014421365241007]
Column 5
[0.114566359111948]
likelihood error: 10.8057
current f = [-7e-08 3.1e-08 3.1e-08]
w =
-0.859197408942572
0.367233923309492
0.356257011211890
pic =
Columns 1 through 4
[0.126766359557796] [0.224316376002957] [0.190659091074727] [0.274488360226879]
Column 5
[0.183769813137641]
mu =
Columns 1 through 3
[-1.125239720166755] [-0.941625555899303] [0.313786555002319]
Columns 4 through 5
[1.351115933337922] [-0.418062603315195]
sigma2 =
Columns 1 through 4
[0.074110766942260] [0.010901762525883] [0.271822711737727] [0.014425921059760]
Column 5
[0.114532657925791]
likelihood error: 0.2242
current f = [-6.7e-08 3e-08 3e-08]
w =
-0.859198182108240
0.367232038648121
0.356257089266667
pic =
Columns 1 through 4
[0.126766359557796] [0.224316376002957] [0.190659091074727] [0.274488360226879]
Column 5
[0.183769813137641]
mu =
Columns 1 through 3
[-1.125228462851518] [-0.941632451261141] [0.313794162544389]
Columns 4 through 5
[1.351113463009298] [-0.418066154915132]
sigma2 =
Columns 1 through 4
[0.074101300458969] [0.010902072896368] [0.271833615952176] [0.014426191386292]
Column 5
[0.114530765083727]
likelihood error: 0.0089559
current f = [-6.8e-08 3.1e-08 3.1e-08]
w =
-0.859198222670466
0.367231940222709
0.356257092898798
pic =
Columns 1 through 4
[0.126766359557796] [0.224316376002957] [0.190659091074727] [0.274488360226879]
Column 5
[0.183769813137641]
mu =
Columns 1 through 3
[-1.125227870213628] [-0.941632810277954] [0.313794551083181]
Columns 4 through 5
[1.351113338571126] [-0.418066342730628]
sigma2 =
Columns 1 through 4
[0.074100804118701] [0.010902089430004] [0.271834184136829] [0.014426205775013]
Column 5
[0.114530663241148]
likelihood error: 0.00045857
current f = [-6.8e-08 3.1e-08 3.1e-08]
w =
-0.859198222670466
0.367231940222709
0.356257092898798
pic =
Columns 1 through 4
[0.126766359557796] [0.224316376002957] [0.190659091074727] [0.274488360226879]
Column 5
[0.183769813137641]
mu =
Columns 1 through 3
[-1.125227870213628] [-0.941632810277954] [0.313794551083181]
Columns 4 through 5
[1.351113338571126] [-0.418066342730628]
sigma2 =
Columns 1 through 4
[0.074100804118701] [0.010902089430004] [0.271834184136829] [0.014426205775013]
Column 5
[0.114530663241148]
Likelihood error: 19.726
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859381720686967
0.366757212980538
0.356303529138234
pic =
Columns 1 through 4
[0.127011779104654] [0.223756909408743] [0.189676347927555] [0.275118806524048]
Column 5
[0.184436157035001]
mu =
Columns 1 through 3
[-1.124710997906940] [-0.941953482041313] [0.312690779499654]
Columns 4 through 5
[1.350805518268234] [-0.419233998997208]
sigma2 =
Columns 1 through 4
[0.074109441314336] [0.010855044873872] [0.268458082105692] [0.014505907902946]
Column 5
[0.114555626023033]
likelihood error: 6.6713
current f = [-6.7e-08 3e-08 3.1e-08]
w =
-0.859391634737173
0.366732672652006
0.356304876410355
pic =
Columns 1 through 4
[0.127011779104654] [0.223756909408743] [0.189676347927555] [0.275118806524048]
Column 5
[0.184436157035001]
mu =
Columns 1 through 3
[-1.124568619435202] [-0.942044324609467] [0.312796661787575]
Columns 4 through 5
[1.350770406653135] [-0.419278353587854]
sigma2 =
Columns 1 through 4
[0.073987339047511] [0.010858644929684] [0.268601172064711] [0.014509188623649]
Column 5
[0.114532392003036]
likelihood error: 0.10167
current f = [-6.8e-08 3.1e-08 3.1e-08]
w =
-0.859392158027678
0.366731395638405
0.356304928641410
pic =
Columns 1 through 4
[0.127011779104654] [0.223756909408743] [0.189676347927555] [0.275118806524048]
Column 5
[0.184436157035001]
mu =
Columns 1 through 3
[-1.124561041330398] [-0.942048998228154] [0.312801833775815]
Columns 4 through 5
[1.350768744386438] [-0.419280741607062]
sigma2 =
Columns 1 through 4
[0.073980935601296] [0.010858852610018] [0.268608568122181] [0.014509376913560]
Column 5
[0.114531085921341]
likelihood error: 0.0040021
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859392185416549
0.366731329079298
0.356304931087404
pic =
Columns 1 through 4
[0.127011779104654] [0.223756909408743] [0.189676347927555] [0.275118806524048]
Column 5
[0.184436157035001]
mu =
Columns 1 through 3
[-1.124560643379230] [-0.942049241153350] [0.312802097824164]
Columns 4 through 5
[1.350768660620010] [-0.419280867538443]
sigma2 =
Columns 1 through 4
[0.073980600594280] [0.010858863628517] [0.268608952792520] [0.014509386889359]
Column 5
[0.114531015950611]
likelihood error: 0.00020411
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859392185416549
0.366731329079298
0.356304931087404
pic =
Columns 1 through 4
[0.127011779104654] [0.223756909408743] [0.189676347927555] [0.275118806524048]
Column 5
[0.184436157035001]
mu =
Columns 1 through 3
[-1.124560643379230] [-0.942049241153350] [0.312802097824164]
Columns 4 through 5
[1.350768660620010] [-0.419280867538443]
sigma2 =
Columns 1 through 4
[0.073980600594280] [0.010858863628517] [0.268608952792520] [0.014509386889359]
Column 5
[0.114531015950611]
Likelihood error: 11.0394
current f = [-6.8e-08 3e-08 3.1e-08]
w =
-0.859517802087137
0.366406806145820
0.356335797115355
pic =
Columns 1 through 4
[0.127273087013182] [0.223205303202299] [0.188870076904410] [0.275573392837790]
Column 5
[0.185078140042318]
mu =
Columns 1 through 3
[-1.124030621873083] [-0.942293139188592] [0.312523457070849]
Columns 4 through 5
[1.350553803842347] [-0.420467569223164]
sigma2 =
Columns 1 through 4
[0.073999175042987] [0.010815550796413] [0.265742287206310] [0.014565820132355]
Column 5
[0.114582792493525]
likelihood error: 4.5577
current f = [-6.5e-08 3e-08 3e-08]
w =
-0.859524579103714
0.366390032379014
0.356336697647588
pic =
Columns 1 through 4
[0.127273087013182] [0.223205303202299] [0.188870076904410] [0.275573392837790]
Column 5
[0.185078140042318]
mu =
Columns 1 through 3
[-1.123933827262443] [-0.942355158619914] [0.312595824592476]
Columns 4 through 5
[1.350529977939254] [-0.420497710854188]
sigma2 =
Columns 1 through 4
[0.073915945721901] [0.010818034461558] [0.265840114239472] [0.014568149938334]
Column 5
[0.114566707754526]
likelihood error: 0.046352
current f = [-6.5e-08 3.1e-08 3e-08]
w =
-0.859524936158780
0.366389160320448
0.356336733050950
pic =
Columns 1 through 4
[0.127273087013182] [0.223205303202299] [0.188870076904410] [0.275573392837790]
Column 5
[0.185078140042318]
mu =
Columns 1 through 3
[-1.123928682015343] [-0.942358350911988] [0.312599365717044]
Columns 4 through 5
[1.350528848944658] [-0.420499331826508]
sigma2 =
Columns 1 through 4
[0.073911580476412] [0.010818174982558] [0.265845167435103] [0.014568280848834]
Column 5
[0.114565804027255]
likelihood error: 0.0017906
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859524954821816
0.366389114915734
0.356336734719176
pic =
Columns 1 through 4
[0.127273087013182] [0.223205303202299] [0.188870076904410] [0.275573392837790]
Column 5
[0.185078140042318]
mu =
Columns 1 through 3
[-1.123928412223833] [-0.942358516704191] [0.312599546555797]
Columns 4 through 5
[1.350528791995785] [-0.420499417157675]
sigma2 =
Columns 1 through 4
[0.073911352383787] [0.010818182418054] [0.265845430010047] [0.014568287764324]
Column 5
[0.114565755754350]
likelihood error: 9.0921e-05
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859524954821816
0.366389114915734
0.356336734719176
pic =
Columns 1 through 4
[0.127273087013182] [0.223205303202299] [0.188870076904410] [0.275573392837790]
Column 5
[0.185078140042318]
mu =
Columns 1 through 3
[-1.123928412223833] [-0.942358516704191] [0.312599546555797]
Columns 4 through 5
[1.350528791995785] [-0.420499417157675]
sigma2 =
Columns 1 through 4
[0.073911352383787] [0.010818182418054] [0.265845430010047] [0.014568287764324]
Column 5
[0.114565755754350]
Likelihood error: 6.7772
current f = [-6.3e-08 2.9e-08 2.9e-08]
w =
-0.859611760279388
0.366165333905186
0.356357362539299
pic =
Columns 1 through 4
[0.127539779209356] [0.222667788567960] [0.188180515587562] [0.275905956336027]
Column 5
[0.185705960299095]
mu =
Columns 1 through 3
[-1.123394922732180] [-0.942550984809582] [0.312877017297546]
Columns 4 through 5
[1.350377979960929] [-0.421641867656214]
sigma2 =
Columns 1 through 4
[0.073938204014843] [0.010777487625246] [0.263381648973326] [0.014608490832351]
Column 5
[0.114643038119887]
likelihood error: 3.4135
current f = [-6.5e-08 2.9e-08 2.9e-08]
w =
-0.859616436187036
0.366153764114236
0.356357971234780
pic =
Columns 1 through 4
[0.127539779209356] [0.222667788567960] [0.188180515587562] [0.275905956336027]
Column 5
[0.185705960299095]
mu =
Columns 1 through 3
[-1.123328446675798] [-0.942593724058244] [0.312926886533520]
Columns 4 through 5
[1.350361672459510] [-0.421662581956869]
sigma2 =
Columns 1 through 4
[0.073880915651067] [0.010779212272931] [0.263449111239355] [0.014610139944840]
Column 5
[0.114631812305507]
likelihood error: 0.021282
current f = [-6.6e-08 3e-08 2.9e-08]
w =
-0.859616682238204
0.366153162824165
0.356357995521570
pic =
Columns 1 through 4
[0.127539779209356] [0.222667788567960] [0.188180515587562] [0.275905956336027]
Column 5
[0.185705960299095]
mu =
Columns 1 through 3
[-1.123324916896187] [-0.942595925605400] [0.312929333162772]
Columns 4 through 5
[1.350360897628969] [-0.421663694475044]
sigma2 =
Columns 1 through 4
[0.073877910749624] [0.010779308511051] [0.263452595901524] [0.014610231295571]
Column 5
[0.114631182887225]
likelihood error: 0.00080066
current f = [-6.6e-08 3e-08 2.9e-08]
w =
-0.859616682238204
0.366153162824165
0.356357995521570
pic =
Columns 1 through 4
[0.127539779209356] [0.222667788567960] [0.188180515587562] [0.275905956336027]
Column 5
[0.185705960299095]
mu =
Columns 1 through 3
[-1.123324916896187] [-0.942595925605400] [0.312929333162772]
Columns 4 through 5
[1.350360897628969] [-0.421663694475044]
sigma2 =
Columns 1 through 4
[0.073877910749624] [0.010779308511051] [0.263452595901524] [0.014610231295571]
Column 5
[0.114631182887225]
Likelihood error: 4.6059
current f = [-6.5e-08 3e-08 3e-08]
w =
-0.859677426886373
0.365997051758081
0.356371828020851
pic =
Columns 1 through 4
[0.127805826412404] [0.222147639987422] [0.187568039181063] [0.276153142544364]
Column 5
[0.186325351874747]
mu =
Columns 1 through 3
[-1.122793292504592] [-0.942753509909101] [0.313580174164985]
Columns 4 through 5
[1.350254242029812] [-0.422726071125735]
sigma2 =
Columns 1 through 4
[0.073911247399534] [0.010740643247747] [0.261310262119281] [0.014639123943076]
Column 5
[0.114733300520527]
likelihood error: 2.7475
current f = [-6.5e-08 2.9e-08 3e-08]
w =
-0.859680692558112
0.365988976209747
0.356372243779240
pic =
Columns 1 through 4
[0.127805826412404] [0.222147639987422] [0.187568039181063] [0.276153142544364]
Column 5
[0.186325351874747]
mu =
Columns 1 through 3
[-1.122747043820729] [-0.942783317762353] [0.313614908592787]
Columns 4 through 5
[1.350242962695839] [-0.422740504759212]
sigma2 =
Columns 1 through 4
[0.073871318281123] [0.010741853807257] [0.261357322698966] [0.014640296639457]
Column 5
[0.114725370269629]
likelihood error: 0.0098437
current f = [-6.5e-08 3e-08 3e-08]
w =
-0.859680864235729
0.365988556521374
0.356372260652838
pic =
Columns 1 through 4
[0.127805826412404] [0.222147639987422] [0.187568039181063] [0.276153142544364]
Column 5
[0.186325351874747]
mu =
Columns 1 through 3
[-1.122744590957078] [-0.942784854684116] [0.313616618941955]
Columns 4 through 5
[1.350242424268995] [-0.422741278595343]
sigma2 =
Columns 1 through 4
[0.073869224050670] [0.010741920652871] [0.261359754597035] [0.014640360932485]
Column 5
[0.114724927333962]
likelihood error: 0.00035605
current f = [-6.5e-08 3e-08 3e-08]
w =
-0.859680864235729
0.365988556521374
0.356372260652838
pic =
Columns 1 through 4
[0.127805826412404] [0.222147639987422] [0.187568039181063] [0.276153142544364]
Column 5
[0.186325351874747]
mu =
Columns 1 through 3
[-1.122744590957078] [-0.942784854684116] [0.313616618941955]
Columns 4 through 5
[1.350242424268995] [-0.422741278595343]
sigma2 =
Columns 1 through 4
[0.073869224050670] [0.010741920652871] [0.261359754597035] [0.014640360932485]
Column 5
[0.114724927333962]
Likelihood error: 3.4355
current f = [-6.7e-08 3e-08 3e-08]
w =
-0.859724072966456
0.365877994576213
0.356381553180520
pic =
Columns 1 through 4
[0.128067929588231] [0.221646282917342] [0.187006445624412] [0.276339950036914]
Column 5
[0.186939391833100]
mu =
Columns 1 through 3
[-1.122217870736919] [-0.942918168094683] [0.314517328293895]
Columns 4 through 5
[1.350166350673769] [-0.423705500449637]
sigma2 =
Columns 1 through 4
[0.073907785348331] [0.010704986310521] [0.259476377825591] [0.014661351224896]
Column 5
[0.114851193068903]
likelihood error: 2.3282
current f = [-6.4e-08 2.9e-08 2.9e-08]
w =
-0.859726389781321
0.365872270929624
0.356381840276506
pic =
Columns 1 through 4
[0.128067929588231] [0.221646282917342] [0.187006445624412] [0.276339950036914]
Column 5
[0.186939391833100]
mu =
Columns 1 through 3
[-1.122185161585916] [-0.942939278185130] [0.314541857399553]
Columns 4 through 5
[1.350158445849821] [-0.423715732120135]
sigma2 =
Columns 1 through 4
[0.073879507600137] [0.010705849120670] [0.259509702871744] [0.014662194619402]
Column 5
[0.114845497431548]
likelihood error: 0.0045655
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859726511466490
0.365871973406417
0.356381852172437
pic =
Columns 1 through 4
[0.128067929588231] [0.221646282917342] [0.187006445624412] [0.276339950036914]
Column 5
[0.186939391833100]
mu =
Columns 1 through 3
[-1.122183429348573] [-0.942940367913744] [0.314543071174184]
Columns 4 through 5
[1.350158065909142] [-0.423716279359737]
sigma2 =
Columns 1 through 4
[0.073878024895569] [0.010705896348574] [0.259511426310101] [0.014662240479312]
Column 5
[0.114845181154828]
likelihood error: 0.00015516
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859726511466490
0.365871973406417
0.356381852172437
pic =
Columns 1 through 4
[0.128067929588231] [0.221646282917342] [0.187006445624412] [0.276339950036914]
Column 5
[0.186939391833100]
mu =
Columns 1 through 3
[-1.122183429348573] [-0.942940367913744] [0.314543071174184]
Columns 4 through 5
[1.350158065909142] [-0.423716279359737]
sigma2 =
Columns 1 through 4
[0.073878024895569] [0.010705896348574] [0.259511426310101] [0.014662240479312]
Column 5
[0.114845181154828]
Likelihood error: 2.7577
current f = [-6.6e-08 3e-08 3e-08]
w =
-0.859757878748460
0.365792169000878
0.356388101692652
pic =
Columns 1 through 4
[0.128324392179211] [0.221164191910999] [0.186478370532905] [0.276483539710514]
Column 5
[0.187549505666369]
mu =
Columns 1 through 3
[-1.121662806875591] [-0.943056316889745] [0.315610767903299]
Columns 4 through 5
[1.350103262937734] [-0.424575525860560]
sigma2 =
Columns 1 through 4
[0.073920769317656] [0.010670550478003] [0.257838836167945] [0.014677684315903]
Column 5
[0.114994649875128]
likelihood error: 2.0442
current f = [-6.4e-08 2.9e-08 2.9e-08]
w =
-0.859759554871301
0.365788033791535
0.356388302477688
pic =
Columns 1 through 4
[0.128324392179211] [0.221164191910999] [0.186478370532905] [0.276483539710514]
Column 5
[0.187549505666369]
mu =
Columns 1 through 3
[-1.121639200039291] [-0.943071555380152] [0.315628395127161]
Columns 4 through 5
[1.350097630869304] [-0.424582932151402]
sigma2 =
Columns 1 through 4
[0.073900342989124] [0.010671177724673] [0.257862884773995] [0.014678301361768]
Column 5
[0.114990472741412]
likelihood error: 0.0020971
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859759642818549
0.365787818761675
0.356388311012861
pic =
Columns 1 through 4
[0.128324392179211] [0.221164191910999] [0.186478370532905] [0.276483539710514]
Column 5
[0.187549505666369]
mu =
Columns 1 through 3
[-1.121637952197712] [-0.943072343076011] [0.315629272866230]
Columns 4 through 5
[1.350097357660330] [-0.424583327033575]
sigma2 =
Columns 1 through 4
[0.073899272553195] [0.010671211784136] [0.257864129765891] [0.014678334671244]
Column 5
[0.114990242600666]
likelihood error: 6.3996e-05
current f = [-6.5e-08 3e-08 2.9e-08]
w =
-0.859759642818549
0.365787818761675
0.356388311012861
pic =
Columns 1 through 4
[0.128324392179211] [0.221164191910999] [0.186478370532905] [0.276483539710514]
Column 5
[0.187549505666369]
mu =
Columns 1 through 3
[-1.121637952197712] [-0.943072343076011] [0.315629272866230]
Columns 4 through 5
[1.350097357660330] [-0.424583327033575]
sigma2 =
Columns 1 through 4
[0.073899272553195] [0.010671211784136] [0.257864129765891] [0.014678334671244]
Column 5
[0.114990242600666]
Likelihood error: 2.333
current f = [-6.5e-08 2.9e-08 3e-08]
w =
-0.859782976342556
0.365728871357002
0.356392517104363
pic =
Columns 1 through 4
[0.128574477778078] [0.220701232231049] [0.185972315209178] [0.276595762769690]
Column 5
[0.188156212012005]
mu =
Columns 1 through 3
[-1.121123691672160] [-0.943175446445537] [0.316808490032503]
Columns 4 through 5
[1.350057449419947] [-0.425337576822458]
sigma2 =
Columns 1 through 4
[0.073945436693072] [0.010637386950159] [0.256364767361404] [0.014689857762890]
Column 5
[0.115161631990887]
likelihood error: 1.8399
current f = [-6.7e-08 3.1e-08 2.9e-08]
w =
-0.859784217895244
0.365725813633213
0.356392659718321
pic =
Columns 1 through 4
[0.128574477778078] [0.220701232231049] [0.185972315209178] [0.276595762769690]
Column 5
[0.188156212012005]
mu =
Columns 1 through 3
[-1.121106236420988] [-0.943186703445414] [0.316821432218653]
Columns 4 through 5
[1.350053354180738] [-0.425343072407729]
sigma2 =
Columns 1 through 4
[0.073930326938069] [0.010637854085145] [0.256382525084139] [0.014690319404384]
Column 5
[0.115158490754169]
likelihood error: 0.00092362
current f = [-6.7e-08 3.1e-08 2.9e-08]
w =
-0.859784217895244
0.365725813633213
0.356392659718321
pic =
Columns 1 through 4
[0.128574477778078] [0.220701232231049] [0.185972315209178] [0.276595762769690]
Column 5
[0.188156212012005]
mu =
Columns 1 through 3
[-1.121106236420988] [-0.943186703445414] [0.316821432218653]
Columns 4 through 5
[1.350053354180738] [-0.425343072407729]
sigma2 =
Columns 1 through 4
[0.073930326938069] [0.010637854085145] [0.256382525084139] [0.014690319404384]
Column 5
[0.115158490754169]
Likelihood error: 2.0464
current f = [-6.4e-08 3e-08 3e-08]
w =
-0.859802065459739
0.365681085021325
0.356395499816281
pic =
Columns 1 through 4
[0.128817971222147] [0.220257104625451] [0.185480585387864] [0.276684907003806]
Column 5
[0.188759431760732]
mu =
Columns 1 through 3
[-1.120597260223899] [-0.943280271665775] [0.318075694186115]
Columns 4 through 5
[1.350023817075003] [-0.425996400292793]
sigma2 =
Columns 1 through 4
[0.073978799998132] [0.010605526066646] [0.255027147735156] [0.014699059541596]
Column 5
[0.115350229538850]
likelihood error: 1.6862
current f = [-6.6e-08 3e-08 3e-08]
w =
-0.859803010526033
0.365678762202230
0.356395603178722
pic =
Columns 1 through 4
[0.128817971222147] [0.220257104625451] [0.185480585387864] [0.276684907003806]
Column 5
[0.188759431760732]
mu =
Columns 1 through 3
[-1.120583990346123] [-0.943288814249148] [0.318085443926135]
Columns 4 through 5
[1.350020764715151] [-0.426000594412176]
sigma2 =
Columns 1 through 4
[0.073967312425524] [0.010605883731658] [0.255040616915684] [0.014699414189444]
Column 5
[0.115347799763256]
likelihood error: 0.00036274
current f = [-6.6e-08 3e-08 3e-08]
w =
-0.859803010526033
0.365678762202230
0.356395603178722
pic =
Columns 1 through 4
[0.128817971222147] [0.220257104625451] [0.185480585387864] [0.276684907003806]
Column 5
[0.188759431760732]
mu =
Columns 1 through 3
[-1.120583990346123] [-0.943288814249148] [0.318085443926135]
Columns 4 through 5
[1.350020764715151] [-0.426000594412176]
sigma2 =
Columns 1 through 4
[0.073967312425524] [0.010605883731658] [0.255040616915684] [0.014699414189444]
Column 5
[0.115347799763256]
Likelihood error: 1.8408
current f = [-6.8e-08 3.1e-08 3e-08]
w =
-0.859817098020028
0.365643771357402
0.356397517416258
pic =
Columns 1 through 4
[0.129055069525799] [0.219830814218075] [0.184998234275181] [0.276756715455167]
Column 5
[0.189359166525777]
mu =
Columns 1 through 3
[-1.120080894233433] [-0.943374597788543] [0.319389573554554]
Columns 4 through 5
[1.349998759657549] [-0.426558760884912]
sigma2 =
Columns 1 through 4
[0.074018306261864] [0.010575011931980] [0.253805216317044] [0.014706134804784]
Column 5
[0.115558043060498]
likelihood error: 1.5667
current f = [-6.6e-08 3e-08 3e-08]
w =
-0.859817839941584
0.365641952034004
0.356397594031525
pic =
Columns 1 through 4
[0.129055069525799] [0.219830814218075] [0.184998234275181] [0.276756715455167]
Column 5
[0.189359166525777]
mu =
Columns 1 through 3
[-1.120070485383294] [-0.943381281108816] [0.319397136224150]
Columns 4 through 5
[1.349996419680297] [-0.426562064613056]
sigma2 =
Columns 1 through 4
[0.074009297770785] [0.010575294522544] [0.253815748550984] [0.014706415720988]
Column 5
[0.115556102783438]
likelihood error: 8.0751e-05
current f = [-6.6e-08 3e-08 3e-08]
w =
-0.859817839941584
0.365641952034004
0.356397594031525
pic =
Columns 1 through 4
[0.129055069525799] [0.219830814218075] [0.184998234275181] [0.276756715455167]
Column 5
[0.189359166525777]
mu =
Columns 1 through 3
[-1.120070485383294] [-0.943381281108816] [0.319397136224150]
Columns 4 through 5
[1.349996419680297] [-0.426562064613056]
sigma2 =
Columns 1 through 4
[0.074009297770785] [0.010575294522544] [0.253815748550984] [0.014706415720988]
Column 5
[0.115556102783438]
Likelihood error: 1.6865
current f = [-6.7e-08 3.1e-08 3.1e-08]
w =
-0.859829308458555
0.365613722307966
0.356398886609251
pic =
Columns 1 through 4
[0.129286044883124] [0.219421629616257] [0.184521891911491] [0.276815323415729]
Column 5
[0.189955110173398]
mu =
Columns 1 through 3
[-1.119572780431646] [-0.943460619755986] [0.320734796360784]
Columns 4 through 5
[1.349979883042634] [-0.427032003412073]
sigma2 =
Columns 1 through 4
[0.074062570988347] [0.010545836976288] [0.252681121380164] [0.014711654115688]
Column 5
[0.115782963614695]
likelihood error: 1.4718
current f = [-6.7e-08 3.1e-08 3e-08]
w =
-0.859829909135319
0.365612252788010
0.356398944959352
pic =
Columns 1 through 4
[0.129286044883124] [0.219421629616257] [0.184521891911491] [0.276815323415729]
Column 5
[0.189955110173398]
mu =
Columns 1 through 3
[-1.119564358422868] [-0.943466012163831] [0.320740844870332]
Columns 4 through 5
[1.349978034236700] [-0.427034687950913]
sigma2 =
Columns 1 through 4
[0.074055284594589] [0.010546067230868] [0.252689614682536] [0.014711883479641]
Column 5
[0.115781366261270]
likelihood error: 6.3265e-05
current f = [-6.7e-08 3.1e-08 3e-08]
w =
-0.859829909135319
0.365612252788010
0.356398944959352
pic =
Columns 1 through 4
[0.129286044883124] [0.219421629616257] [0.184521891911491] [0.276815323415729]
Column 5
[0.189955110173398]
mu =
Columns 1 through 3
[-1.119564358422868] [-0.943466012163831] [0.320740844870332]
Columns 4 through 5
[1.349978034236700] [-0.427034687950913]
sigma2 =
Columns 1 through 4
[0.074055284594589] [0.010546067230868] [0.252689614682536] [0.014711883479641]
Column 5
[0.115781366261270]
Likelihood error: 1.5668
current f = [-4.7e-05 -8.7e-05 -1.1e-05]
w =
-0.431928294871727
-0.899253914474626
-0.069140046406547
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.204131817845838] [0.594968598477544] [-1.321430568221116]
Columns 4 through 5
[1.332470408083162] [-0.771333290193863]
sigma2 =
Columns 1 through 4
[0.022672341836935] [0.065502802599057] [0.092984644457369] [0.030168905011010]
Column 5
[0.023112714630655]
likelihood error: 63008.1797
current f = [-5.2e-05 -9.5e-05 -1.1e-05]
w =
-0.429477300768521
-0.900771553395878
-0.064496956601742
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.216038727483458] [0.600590181728006] [-1.313743921448967]
Columns 4 through 5
[1.337353409069526] [-0.770293965698817]
sigma2 =
Columns 1 through 4
[0.021478472835705] [0.067593717539939] [0.087711717023216] [0.027059760058212]
Column 5
[0.024773253573897]
likelihood error: 1067.7748
current f = [-4.8e-05 -8.8e-05 -1.1e-05]
w =
-0.428720897436104
-0.901210182147474
-0.063392431298910
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.218978133772616] [0.601305863750897] [-1.311140186897971]
Columns 4 through 5
[1.338589047870602] [-0.770527610938104]
sigma2 =
Columns 1 through 4
[0.021593058925788] [0.068223598117575] [0.086297268527650] [0.026749814007253]
Column 5
[0.025199754495831]
likelihood error: 201.3033
current f = [-4.7e-05 -8.6e-05 -1e-05]
w =
-0.428519296134040
-0.901326319720170
-0.063103715097115
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.219745323357877] [0.601473581351366] [-1.310440490495988]
Columns 4 through 5
[1.338912307248695] [-0.770602415092256]
sigma2 =
Columns 1 through 4
[0.021632134322998] [0.068392163358502] [0.085929184680693] [0.026677596460991]
Column 5
[0.025313598238295]
likelihood error: 50.2387
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428466006444070
-0.901356986715663
-0.063027489685977
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.219947287352979] [0.601517224349494] [-1.310255542098175]
Columns 4 through 5
[1.338997131420851] [-0.770622209029543]
sigma2 =
Columns 1 through 4
[0.021642944745561] [0.068437287369097] [0.085832880401291] [0.026658879273424]
Column 5
[0.025344116494717]
likelihood error: 13.1111
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428451919202984
-0.901365091819557
-0.063007339373520
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220000624994197] [0.601528732773162] [-1.310206659803355]
Columns 4 through 5
[1.339019506426237] [-0.770627424393272]
sigma2 =
Columns 1 through 4
[0.021645834156142] [0.068449267683904] [0.085807500163714] [0.026653950226006]
Column 5
[0.025352222814105]
likelihood error: 3.4556
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428448194465408
-0.901367234734805
-0.063002011397834
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220014724225636] [0.601531774064118] [-1.310193735911369]
Columns 4 through 5
[1.339025418998541] [-0.770628801763373]
sigma2 =
Columns 1 through 4
[0.021646600303317] [0.068452439213158] [0.085800795141053] [0.026652648131930]
Column 5
[0.025354369065866]
likelihood error: 0.91298
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428447209559719
-0.901367801362694
-0.063000602547361
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220018452141611] [0.601532578148088] [-1.310190318601413]
Columns 4 through 5
[1.339026982171311] [-0.770629165851403]
sigma2 =
Columns 1 through 4
[0.021646803041193] [0.068453278114281] [0.085799022578248] [0.026652303907266]
Column 5
[0.025354936790645]
likelihood error: 0.24137
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446949123227
-0.901367951194343
-0.063000230007162
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019437889486] [0.601532790763276] [-1.310189414973935]
Columns 4 through 5
[1.339027395500453] [-0.770629262117847]
sigma2 =
Columns 1 through 4
[0.021646856661279] [0.068453499962540] [0.085798553891215] [0.026652212890119]
Column 5
[0.025355086927432]
likelihood error: 0.063821
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446880256214
-0.901367990814168
-0.063000131496592
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019698548823] [0.601532846984454] [-1.310189176028759]
Columns 4 through 5
[1.339027504795538] [-0.770629287572903]
sigma2 =
Columns 1 through 4
[0.021646870840732] [0.068453558627058] [0.085798429958635] [0.026652188822907]
Column 5
[0.025355126629000]
likelihood error: 0.016876
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446862045737
-0.901368001290813
-0.063000105447481
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019767474773] [0.601532861850961] [-1.310189112844614]
Columns 4 through 5
[1.339027533696303] [-0.770629294303930]
sigma2 =
Columns 1 through 4
[0.021646874590250] [0.068453574139786] [0.085798397187334] [0.026652182458851]
Column 5
[0.025355137127340]
likelihood error: 0.0044624
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446857230349
-0.901368004061151
-0.063000098559324
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019785700832] [0.601532865782100] [-1.310189096136845]
Columns 4 through 5
[1.339027541338508] [-0.770629296083805]
sigma2 =
Columns 1 through 4
[0.021646875581738] [0.068453578241817] [0.085798388521639] [0.026652180776008]
Column 5
[0.025355139903417]
likelihood error: 0.00118
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446855957017
-0.901368004793711
-0.063000096737890
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019790520342] [0.601532866821612] [-1.310189091718820]
Columns 4 through 5
[1.339027543359339] [-0.770629296554460]
sigma2 =
Columns 1 through 4
[0.021646875843917] [0.068453579326517] [0.085798386230173] [0.026652180331014]
Column 5
[0.025355140637494]
likelihood error: 0.00031203
current f = [-4.6e-05 -8.6e-05 -1e-05]
w =
-0.428446855957017
-0.901368004793711
-0.063000096737890
pic =
Columns 1 through 4
[0.287161953459164] [0.083643260032133] [0.181931727974699] [0.282465901962459]
Column 5
[0.164797156571543]
mu =
Columns 1 through 3
[-0.220019790520342] [0.601532866821612] [-1.310189091718820]
Columns 4 through 5
[1.339027543359339] [-0.770629296554460]
sigma2 =
Columns 1 through 4
[0.021646875843917] [0.068453579326517] [0.085798386230173] [0.026652180331014]
Column 5
[0.025355140637494]
current f = [-9.9e-10 -1e-09 -7e-11]
w =
-0.424661184231453
-0.904471001918689
-0.039938518942808
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.227534175549088] [0.622360896056189] [-1.293842077318933]
Columns 4 through 5
[1.342646978096230] [-0.796285778868386]
sigma2 =
Columns 1 through 4
[0.020554550399336] [0.070524378051205] [0.099335678601291] [0.025714298245746]
Column 5
[0.027896865925491]
likelihood error: 3270.6736
current f = [3.8e-10 3.5e-10 1.7e-11]
w =
-0.422050823206249
-0.905840489289127
-0.036415801451564
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.238076375807014] [0.625692960484650] [-1.285591930914708]
Columns 4 through 5
[1.347010914501934] [-0.795992188422048]
sigma2 =
Columns 1 through 4
[0.020605341221062] [0.071606339670052] [0.094110859030418] [0.024121600362465]
Column 5
[0.028927490610400]
likelihood error: 753.8345
current f = [1.5e-11 -2.3e-10 3.3e-11]
w =
-0.421409791629498
-0.906171478950237
-0.035595480835684
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.240448870457128] [0.626167304056009] [-1.283393819645898]
Columns 4 through 5
[1.348003956210251] [-0.796179752473372]
sigma2 =
Columns 1 through 4
[0.020757759736130] [0.072047920300451] [0.092946653871727] [0.023885239650920]
Column 5
[0.029210478663833]
likelihood error: 149.5703
current f = [-2.7e-10 -1.1e-09 -9.1e-12]
w =
-0.421255599957527
-0.906250887903135
-0.035398413512583
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241012826481436] [0.626275751441524] [-1.282864149663655]
Columns 4 through 5
[1.348237237752597] [-0.796225270432326]
sigma2 =
Columns 1 through 4
[0.020799271375816] [0.072161323129327] [0.092675856367500] [0.023831333050074]
Column 5
[0.029282984943439]
likelihood error: 34.5602
current f = [-2.3e-10 -8.7e-11 -1.8e-11]
w =
-0.421218462732216
-0.906270002581125
-0.035350941644041
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241148307768596] [0.626301691399517] [-1.282736627097041]
Columns 4 through 5
[1.348293062049303] [-0.796236080075743]
sigma2 =
Columns 1 through 4
[0.020809543665761] [0.072189056524675] [0.092611226462874] [0.023818480878655]
Column 5
[0.029300747555374]
likelihood error: 8.2456
current f = [2e-10 -4.1e-10 -1.3e-11]
w =
-0.421209513102009
-0.906274608358313
-0.035339500807922
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241180937380831] [0.626307933653186] [-1.282705899515872]
Columns 4 through 5
[1.348306493684718] [-0.796238674436085]
sigma2 =
Columns 1 through 4
[0.020812035006350] [0.072195764387026] [0.092595686318257] [0.023815390888235]
Column 5
[0.029305045901521]
likelihood error: 1.9826
current f = [1.1e-09 1.2e-09 6.1e-11]
w =
-0.421207356030018
-0.906275718422555
-0.035336743255081
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241188800743605] [0.626309437676834] [-1.282698493676398]
Columns 4 through 5
[1.348309729782274] [-0.796239299104074]
sigma2 =
Columns 1 through 4
[0.020812636397329] [0.072197382560048] [0.092591942808051] [0.023814646543747]
Column 5
[0.029306082939720]
likelihood error: 0.47759
current f = [-1.3e-10 -2.9e-10 -6.2e-11]
w =
-0.421206836106150
-0.906275985981686
-0.035336078593547
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241190696001087] [0.626309800165700] [-1.282696708643981]
Columns 4 through 5
[1.348310509713825] [-0.796239449632208]
sigma2 =
Columns 1 through 4
[0.020812781405321] [0.072197772674387] [0.092591040619472] [0.023814467156871]
Column 5
[0.029306332959525]
likelihood error: 0.1151
current f = [-1.1e-10 -2.3e-10 -6.7e-11]
w =
-0.421206710786656
-0.906276050472493
-0.035335918387169
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241191152819321] [0.626309887536257] [-1.282696278390710]
Columns 4 through 5
[1.348310697699900] [-0.796239485912507]
sigma2 =
Columns 1 through 4
[0.020812816360324] [0.072197866710122] [0.092590823167925] [0.023814423919880]
Column 5
[0.029306393226374]
likelihood error: 0.027742
current f = [-5.2e-10 -1.5e-10 9.1e-13]
w =
-0.421206680580294
-0.906276066017015
-0.035335879771845
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241191262928197] [0.626309908595504] [-1.282696174684737]
Columns 4 through 5
[1.348310743010845] [-0.796239494657198]
sigma2 =
Columns 1 through 4
[0.020812824785877] [0.072197889376286] [0.092590770754929] [0.023814413498341]
Column 5
[0.029306407752986]
likelihood error: 0.0066867
current f = [1.5e-10 3.5e-10 1.1e-10]
w =
-0.421206673299506
-0.906276069763789
-0.035335870464203
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241191289468270] [0.626309913671512] [-1.282696149687975]
Columns 4 through 5
[1.348310753932349] [-0.796239496764965]
sigma2 =
Columns 1 through 4
[0.020812826816740] [0.072197894839640] [0.092590758121588] [0.023814410986391]
Column 5
[0.029306411254419]
likelihood error: 0.0016117
current f = [-3.9e-10 6.7e-10 -1.9e-11]
w =
-0.421206671544581
-0.906276070666891
-0.035335868220735
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241191295865355] [0.626309914895008] [-1.282696143662884]
Columns 4 through 5
[1.348310756564815] [-0.796239497273012]
sigma2 =
Columns 1 through 4
[0.020812827306250] [0.072197896156500] [0.092590755076513] [0.023814410380923]
Column 5
[0.029306412098387]
likelihood error: 0.00038848
current f = [-3.9e-10 6.7e-10 -1.9e-11]
w =
-0.421206671544581
-0.906276070666891
-0.035335868220735
pic =
Columns 1 through 4
[0.290167917487172] [0.088526429782108] [0.181880455490089] [0.278718602668250]
Column 5
[0.160706594572381]
mu =
Columns 1 through 3
[-0.241191295865355] [0.626309914895008] [-1.282696143662884]
Columns 4 through 5
[1.348310756564815] [-0.796239497273012]
sigma2 =
Columns 1 through 4
[0.020812827306250] [0.072197896156500] [0.092590755076513] [0.023814410380923]
Column 5
[0.029306412098387]
Likelihood error: 64345.3042
current f = [1.5e-10 7.6e-10 -5.2e-11]
w =
-0.412826148556721
-0.910639593813333
-0.017609691857270
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.247450506778469] [0.631470838604906] [-1.274041895331890]
Columns 4 through 5
[1.352836622940086] [-0.814563681209024]
sigma2 =
Columns 1 through 4
[0.020479034523210] [0.077061813744201] [0.100096944794867] [0.022168112473390]
Column 5
[0.031003897493819]
likelihood error: 2125.6244
current f = [4.4e-10 1.6e-09 -3.4e-11]
w =
-0.410335033260616
-0.911819273931768
-0.014517994542804
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.256911093627909] [0.633518271286234] [-1.265793742828892]
Columns 4 through 5
[1.356864368430004] [-0.814772498882036]
sigma2 =
Columns 1 through 4
[0.020955845490450] [0.078154485083454] [0.095245505123096] [0.020950951550121]
Column 5
[0.031433444140901]
likelihood error: 625.5676
current f = [-4.9e-05 -9.5e-05 -6.3e-06]
w =
-0.409772694371068
-0.912082843865870
-0.013828433180570
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.258917087172150] [0.633842222292872] [-1.263875914165628]
Columns 4 through 5
[1.357692244688879] [-0.814899039635868]
sigma2 =
Columns 1 through 4
[0.021153620716125] [0.078544237375225] [0.094275358300476] [0.020742861661977]
Column 5
[0.031588670692339]
likelihood error: 118.3263
current f = [-4.9e-05 -9.3e-05 -6.2e-06]
w =
-0.409645544314777
-0.912142310749137
-0.013672368001223
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259365966404954] [0.633912944631676] [-1.263442778913283]
Columns 4 through 5
[1.357874734775651] [-0.814926057164259]
sigma2 =
Columns 1 through 4
[0.021202309614973] [0.078637950552578] [0.094063555396905] [0.020697640375204]
Column 5
[0.031627478142428]
likelihood error: 25.7374
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409616729210213
-0.912155780763868
-0.013636988333287
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259467465861372] [0.633928876211301] [-1.263344671007922]
Columns 4 through 5
[1.357915844094351] [-0.814932053930462]
sigma2 =
Columns 1 through 4
[0.021213545237093] [0.078659466683375] [0.094015954978871] [0.020687476402032]
Column 5
[0.031636468147635]
likelihood error: 5.7812
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409610195309797
-0.912158834789247
-0.013628965271388
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259490469601820] [0.633932484069707] [-1.263322427536269]
Columns 4 through 5
[1.357925153027664] [-0.814933406937913]
sigma2 =
Columns 1 through 4
[0.021216103279865] [0.078664359775065] [0.094005182013133] [0.020685175947465]
Column 5
[0.031638516714833]
likelihood error: 1.3083
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608713536071
-0.912159527371242
-0.013627145749510
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259495685854194] [0.633933302030159] [-1.263317383250261]
Columns 4 through 5
[1.357927263476554] [-0.814933713426033]
sigma2 =
Columns 1 through 4
[0.021216683930171] [0.078665470174533] [0.094002739950694] [0.020684654462942]
Column 5
[0.031638981811107]
likelihood error: 0.29656
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608377485820
-0.912159684440459
-0.013626733099960
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259496868813396] [0.633933487522492] [-1.263316239268083]
Columns 4 through 5
[1.357927742069931] [-0.814933782916208]
sigma2 =
Columns 1 through 4
[0.021216815642694] [0.078665722038777] [0.094002186171696] [0.020684536207108]
Column 5
[0.031639087316511]
likelihood error: 0.067249
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608301272739
-0.912159720062248
-0.013626639514786
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259497137095997] [0.633933529589801] [-1.263315979823923]
Columns 4 through 5
[1.357927850608738] [-0.814933798675009]
sigma2 =
Columns 1 through 4
[0.021216845515276] [0.078665779161187] [0.094002060582555] [0.020684509388360]
Column 5
[0.031639111245525]
likelihood error: 0.015251
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608283988299
-0.912159728140957
-0.013626618290502
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259497197940012] [0.633933539130255] [-1.263315920984317]
Columns 4 through 5
[1.357927875224273] [-0.814933802248911]
sigma2 =
Columns 1 through 4
[0.021216852290183] [0.078665792116138] [0.094002032100202] [0.020684503306136]
Column 5
[0.031639116672482]
likelihood error: 0.0034588
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608280068341
-0.912159729973138
-0.013626613477022
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259497211738893] [0.633933541293949] [-1.263315907640029]
Columns 4 through 5
[1.357927880806865] [-0.814933803059445]
sigma2 =
Columns 1 through 4
[0.021216853826676] [0.078665795054212] [0.094002025640667] [0.020684501926744]
Column 5
[0.031639117903271]
likelihood error: 0.00078442
current f = [-4.8e-05 -9.3e-05 -6.2e-06]
w =
-0.409608280068341
-0.912159729973138
-0.013626613477022
pic =
Columns 1 through 4
[0.291717066420543] [0.093796525164629] [0.180903898931223] [0.275267782050946]
Column 5
[0.158314727432659]
mu =
Columns 1 through 3
[-0.259497211738893] [0.633933541293949] [-1.263315907640029]
Columns 4 through 5
[1.357927880806865] [-0.814933803059445]
sigma2 =
Columns 1 through 4
[0.021216853826676] [0.078665795054212] [0.094002025640667] [0.020684501926744]
Column 5
[0.031639117903271]
Likelihood error: 4219.4957
current f = [-4.8e-05 -9.4e-05 -4.7e-06]
w =
-0.400284631323713
-0.916390524574277
0.000788055827355
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.266003071069943] [0.635010857286907] [-1.258297991199645]
Columns 4 through 5
[1.361535355241964] [-0.829995548663654]
sigma2 =
Columns 1 through 4
[0.021030455394258] [0.086030294612733] [0.098603949843151] [0.019340712074935]
Column 5
[0.032786237831099]
likelihood error: 1594.127
current f = [-3.6e-05 -7.2e-05 -3.4e-06]
w =
-0.398005701864539
-0.917375972190811
0.003575953736061
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.274107273760068] [0.636435693758527] [-1.250992857616645]
Columns 4 through 5
[1.364939516322586] [-0.830026908227484]
sigma2 =
Columns 1 through 4
[0.021754721141408] [0.086970823406552] [0.094493485588937] [0.018345220456997]
Column 5
[0.032779116305199]
likelihood error: 488.8746
current f = [-3.4e-05 -6.8e-05 -3.2e-06]
w =
-0.397497785851079
-0.917593536468446
0.004196732497717
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.275822735721275] [0.636683808233647] [-1.249349861338023]
Columns 4 through 5
[1.365624927955130] [-0.830049522894686]
sigma2 =
Columns 1 through 4
[0.021987188800066] [0.087290482088165] [0.093687851562477] [0.018163581142294]
Column 5
[0.032836812184522]
likelihood error: 92.5277
current f = [-3.4e-05 -6.7e-05 -3.1e-06]
w =
-0.397383814502844
-0.917642251469266
0.004336216403496
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276204097177971] [0.636737851360068] [-1.248981759873178]
Columns 4 through 5
[1.365774910870565] [-0.830052954568695]
sigma2 =
Columns 1 through 4
[0.022042683961507] [0.087366802700913] [0.093513138748429] [0.018124210627152]
Column 5
[0.032852877535753]
likelihood error: 20.0042
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397358181924834
-0.917653202375797
0.004367597586223
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276289694540320] [0.636749935922887] [-1.248899008507768]
Columns 4 through 5
[1.365808449752486] [-0.830053627640974]
sigma2 =
Columns 1 through 4
[0.022055331922234] [0.087384194248385] [0.093474153826084] [0.018115422030819]
Column 5
[0.032856648080824]
likelihood error: 4.4611
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397352413992713
-0.917655666319760
0.004374659637921
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276308947321597] [0.636752651774088] [-1.248880389347757]
Columns 4 through 5
[1.365815987051997] [-0.830053774018227]
sigma2 =
Columns 1 through 4
[0.022058186439869] [0.087388119191205] [0.093465396905032] [0.018113447698812]
Column 5
[0.032857504493520]
likelihood error: 1.0019
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397351115916716
-0.917656220818044
0.004376248983935
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276313279733148] [0.636753262803012] [-1.248876199189443]
Columns 4 through 5
[1.365817682832382] [-0.830053806703056]
sigma2 =
Columns 1 through 4
[0.022058829277136] [0.087389003080334] [0.093463426945107] [0.018113003541731]
Column 5
[0.032857697632041]
likelihood error: 0.22539
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397350823776180
-0.917656345610844
0.004376606678108
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276314254748751] [0.636753400310240] [-1.248875256171469]
Columns 4 through 5
[1.365818064453963] [-0.830053814045956]
sigma2 =
Columns 1 through 4
[0.022058973973496] [0.087389202034705] [0.093462983632654] [0.018112903589733]
Column 5
[0.032857741119513]
likelihood error: 0.05072
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397350758027630
-0.917656373696415
0.004376687180094
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276314474182637] [0.636753431256886] [-1.248875043938025]
Columns 4 through 5
[1.365818150339669] [-0.830053815697875]
sigma2 =
Columns 1 through 4
[0.022059006539655] [0.087389246812451] [0.093462883863691] [0.018112881095171]
Column 5
[0.032857750907747]
likelihood error: 0.011415
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397350743230381
-0.917656380017310
0.004376705297733
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276314523567985] [0.636753438221658] [-1.248874996173143]
Columns 4 through 5
[1.365818169668884] [-0.830053816069615]
sigma2 =
Columns 1 through 4
[0.022059013868993] [0.087389256890126] [0.093462861409965] [0.018112876032606]
Column 5
[0.032857753110721]
likelihood error: 0.002569
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397350739900135
-0.917656381439879
0.004376709375259
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276314534682567] [0.636753439789142] [-1.248874985423271]
Columns 4 through 5
[1.365818174019094] [-0.830053816153284]
sigma2 =
Columns 1 through 4
[0.022059015518525] [0.087389259158196] [0.093462856356574] [0.018112874893235]
Column 5
[0.032857753606522]
likelihood error: 0.00057817
current f = [-3.4e-05 -6.6e-05 -3.1e-06]
w =
-0.397350739900135
-0.917656381439879
0.004376709375259
pic =
Columns 1 through 4
[0.293037160342143] [0.098938719660214] [0.179585417694631] [0.272273508047973]
Column 5
[0.156165194255038]
mu =
Columns 1 through 3
[-0.276314534682567] [0.636753439789142] [-1.248874985423271]
Columns 4 through 5
[1.365818174019094] [-0.830053816153284]
sigma2 =
Columns 1 through 4
[0.022059015518525] [0.087389259158196] [0.093462856356574] [0.018112874893235]
Column 5
[0.032857753606522]
Likelihood error: 2902.7284
current f = [-3.3e-05 -6.6e-05 -2.2e-06]
w =
-0.388744056847447
-0.921204814493360
0.016116713924952
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.283016408778102] [0.636936145268212] [-1.246000213894098]
Columns 4 through 5
[1.368153548886090] [-0.842699666623096]
sigma2 =
Columns 1 through 4
[0.021949474004054] [0.098332432144747] [0.096443812790885] [0.016993734374496]
Column 5
[0.033646327790192]
likelihood error: 1220.6846
current f = [-2.5e-05 -5.1e-05 -1.6e-06]
w =
-0.386744337312318
-0.921999544653150
0.018591868649052
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.289716148528328] [0.638036317196123] [-1.240010660876021]
Columns 4 through 5
[1.370846024282825] [-0.842287217170435]
sigma2 =
Columns 1 through 4
[0.022784272011716] [0.098959395152743] [0.093201190832126] [0.016214008388721]
Column 5
[0.033476770261817]
likelihood error: 367.296
current f = [-2.4e-05 -4.8e-05 -1.5e-06]
w =
-0.386291419155742
-0.922177904788730
0.019153374430075
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291177711442629] [0.638248292475574] [-1.238646154945575]
Columns 4 through 5
[1.371401281210946] [-0.842189046440871]
sigma2 =
Columns 1 through 4
[0.023026288772394] [0.099184248084148] [0.092549390468260] [0.016062603320864]
Column 5
[0.033489326532892]
likelihood error: 71.9188
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386188202290802
-0.922218465262135
0.019281469937599
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291508419593847] [0.638295441258920] [-1.238335245019990]
Columns 4 through 5
[1.371524993867529] [-0.842165415237851]
sigma2 =
Columns 1 through 4
[0.023084091926262] [0.099239333982945] [0.092405326553837] [0.016029135580495]
Column 5
[0.033494816346144]
likelihood error: 15.8381
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386164639533797
-0.922227720051759
0.019310719380305
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291583796643443] [0.638306149427318] [-1.238264273395119]
Columns 4 through 5
[1.371553089382392] [-0.842159948894735]
sigma2 =
Columns 1 through 4
[0.023097424660127] [0.099252106463048] [0.092372671985369] [0.016021547463787]
Column 5
[0.033496205569158]
likelihood error: 3.5871
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386159258404059
-0.922229833372942
0.019317399582996
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291601004718021] [0.638308592055156] [-1.238248065493605]
Columns 4 through 5
[1.371559498085708] [-0.842158696758092]
sigma2 =
Columns 1 through 4
[0.023100476658583] [0.099255033631502] [0.092365226633826] [0.016019817230184]
Column 5
[0.033496529906845]
likelihood error: 0.81771
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386158029381092
-0.922230316032587
0.019318925327449
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291604934637601] [0.638309149790888] [-1.238244363700270]
Columns 4 through 5
[1.371560961405721] [-0.842158410580161]
sigma2 =
Columns 1 through 4
[0.023101174092168] [0.099255702717086] [0.092363526784303] [0.016019422194126]
Column 5
[0.033496604352731]
likelihood error: 0.18668
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386157748672653
-0.922230426271253
0.019319273808009
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291605832213353] [0.638309277169817] [-1.238243518212400]
Columns 4 through 5
[1.371561295606903] [-0.842158345206987]
sigma2 =
Columns 1 through 4
[0.023101333405199] [0.099255855563921] [0.092363138572157] [0.016019331975353]
Column 5
[0.033496621375382]
likelihood error: 0.042634
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386157684558634
-0.922230451449809
0.019319353401283
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291606037219457] [0.638309306262858] [-1.238243325102373]
Columns 4 through 5
[1.371561371937630] [-0.842158330275175]
sigma2 =
Columns 1 through 4
[0.023101369793427] [0.099255890475709] [0.092363049905933] [0.016019311369701]
Column 5
[0.033496625264372]
likelihood error: 0.0097375
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386157669914931
-0.922230457200617
0.019319371580467
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291606084043008] [0.638309312907713] [-1.238243280995846]
Columns 4 through 5
[1.371561389371581] [-0.842158326864702]
sigma2 =
Columns 1 through 4
[0.023101378104587] [0.099255898449670] [0.092363029654568] [0.016019306663370]
Column 5
[0.033496626152673]
likelihood error: 0.002224
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386157666570293
-0.922230458514108
0.019319375732612
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291606094737555] [0.638309314425406] [-1.238243270921875]
Columns 4 through 5
[1.371561393353516] [-0.842158326085748]
sigma2 =
Columns 1 through 4
[0.023101380002868] [0.099255900270936] [0.092363025029140] [0.016019305588440]
Column 5
[0.033496626355565]
likelihood error: 0.00050797
current f = [-2.3e-05 -4.7e-05 -1.4e-06]
w =
-0.386157666570293
-0.922230458514108
0.019319375732612
pic =
Columns 1 through 4
[0.294165567395965] [0.103956339360571] [0.178136096845884] [0.269617620797559]
Column 5
[0.154124375600020]
mu =
Columns 1 through 3
[-0.291606094737555] [0.638309314425406] [-1.238243270921875]
Columns 4 through 5
[1.371561393353516] [-0.842158326085748]
sigma2 =
Columns 1 through 4
[0.023101380002868] [0.099255900270936] [0.092363025029140] [0.016019305588440]
Column 5
[0.033496626355565]
Likelihood error: 2201.2873
current f = [-2.2e-05 -4.6e-05 -9e-07]
w =
-0.378472288114994
-0.925148047154837
0.029322658298130
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.298488509258091] [0.638272391847698] [-1.236749855838581]
Columns 4 through 5
[1.373228559331877] [-0.852884335589382]
sigma2 =
Columns 1 through 4
[0.023074214811337] [0.112907478054726] [0.094322863886233] [0.015110358661520]
Column 5
[0.034104833577618]
likelihood error: 991.4655
current f = [-1.8e-05 -3.6e-05 -6.2e-07]
w =
-0.376725109833720
-0.925788824514540
0.031515778315893
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.304193403483786] [0.639254678389593] [-1.231782935670199]
Columns 4 through 5
[1.375385857708125] [-0.852078063371314]
sigma2 =
Columns 1 through 4
[0.023922981401236] [0.113242843141666] [0.091745627239688] [0.014493811646125]
Column 5
[0.033932097297038]
likelihood error: 285.0162
current f = [-1.7e-05 -3.4e-05 -5.7e-07]
w =
-0.376329062402680
-0.925932806259244
0.032013674114284
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305454695106165] [0.639455409630119] [-1.230646825989352]
Columns 4 through 5
[1.375835845361670] [-0.851884777570815]
sigma2 =
Columns 1 through 4
[0.024155480371544] [0.113383564735401] [0.091221113098993] [0.014370696258335]
Column 5
[0.033935444666281]
likelihood error: 56.8064
current f = [-1.6e-05 -3.4e-05 -5.6e-07]
w =
-0.376238932174648
-0.925965506327346
0.032127048599093
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305740368713873] [0.639500254915330] [-1.230387849550100]
Columns 4 through 5
[1.375936272044503] [-0.851839859221477]
sigma2 =
Columns 1 through 4
[0.024210435297346] [0.113418740423582] [0.091104873585115] [0.014343431754886]
Column 5
[0.033938373500387]
likelihood error: 12.5387
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376218400603892
-0.925972951918239
0.032152878657261
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305805377166000] [0.639510429197843] [-1.230328832256042]
Columns 4 through 5
[1.375959047464304] [-0.851829576407764]
sigma2 =
Columns 1 through 4
[0.024223059789476] [0.113426915597587] [0.091078555731899] [0.014337259220292]
Column 5
[0.033939152493976]
likelihood error: 2.8362
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376213722489138
-0.925974648215769
0.032158764209500
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305820185851560] [0.639512745265674] [-1.230315383973099]
Columns 4 through 5
[1.375964231579835] [-0.851827230847708]
sigma2 =
Columns 1 through 4
[0.024225941767674] [0.113428786719030] [0.091072567568071] [0.014335854790904]
Column 5
[0.033939335781984]
likelihood error: 0.64519
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212656527613
-0.925975034727115
0.032160105308554
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305823559998384] [0.639513272896865] [-1.230312319566370]
Columns 4 through 5
[1.375965412566558] [-0.851826696249218]
sigma2 =
Columns 1 through 4
[0.024226598744092] [0.113429213511819] [0.091071203530348] [0.014335534878567]
Column 5
[0.033939377846944]
likelihood error: 0.14696
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212413633394
-0.925975122798643
0.032160410897180
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305824328835511] [0.639513393119230] [-1.230311621295229]
Columns 4 through 5
[1.375965681656716] [-0.851826574426428]
sigma2 =
Columns 1 through 4
[0.024226748460141] [0.113429310785182] [0.091070892737798] [0.014335461987412]
Column 5
[0.033939387447644]
likelihood error: 0.033484
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212358286407
-0.925975142866996
0.032160480530024
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305824504025761] [0.639513420513348] [-1.230311462183814]
Columns 4 through 5
[1.375965742972096] [-0.851826546666966]
sigma2 =
Columns 1 through 4
[0.024226782575891] [0.113429332951512] [0.091070821920357] [0.014335445378378]
Column 5
[0.033939389636115]
likelihood error: 0.0076296
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212345674784
-0.925975147439866
0.032160496396892
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305824543945410] [0.639513426755484] [-1.230311425927928]
Columns 4 through 5
[1.375965756943665] [-0.851826540341545]
sigma2 =
Columns 1 through 4
[0.024226790349706] [0.113429338002496] [0.091070805783623] [0.014335441593780]
Column 5
[0.033939390134832]
likelihood error: 0.0017385
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212342801038
-0.925975148481859
0.032160500012392
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305824553041689] [0.639513428177847] [-1.230311417666492]
Columns 4 through 5
[1.375965760127294] [-0.851826538900205]
sigma2 =
Columns 1 through 4
[0.024226792121086] [0.113429339153441] [0.091070802106634] [0.014335440731404]
Column 5
[0.033939390248474]
likelihood error: 0.00039615
current f = [-1.6e-05 -3.4e-05 -5.5e-07]
w =
-0.376212342801038
-0.925975148481859
0.032160500012392
pic =
Columns 1 through 4
[0.295060944593618] [0.109238151060790] [0.176668132778655] [0.266935867971119]
Column 5
[0.152096903595817]
mu =
Columns 1 through 3
[-0.305824553041689] [0.639513428177847] [-1.230311417666492]
Columns 4 through 5
[1.375965760127294] [-0.851826538900205]
sigma2 =
Columns 1 through 4
[0.024226792121086] [0.113429339153441] [0.091070802106634] [0.014335440731404]
Column 5
[0.033939390248474]
Likelihood error: 1680.3841
current f = [-1.5e-05 -3.1e-05 -1.9e-07]
w =
-0.369010032641431
-0.928504049436820
0.041374221487590
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.312957195570922] [0.638162793931181] [-1.229797220826870]
Columns 4 through 5
[1.377379707103924] [-0.861178388835763]
sigma2 =
Columns 1 through 4
[0.024253144611260] [0.127858864170533] [0.092293312345387] [0.013673405951959]
Column 5
[0.034463159819907]
likelihood error: 859.8196
current f = [-1.2e-05 -2.5e-05 -9.4e-08]
w =
-0.367434699958743
-0.929037756120194
0.043365760059814
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.318174586996609] [0.639170565740169] [-1.225391422469532]
Columns 4 through 5
[1.379224060504122] [-0.860056650114134]
sigma2 =
Columns 1 through 4
[0.025087825760262] [0.127959134428856] [0.090111300971369] [0.013156801851776]
Column 5
[0.034331804885792]
likelihood error: 242.3916
current f = [-1.1e-05 -2.4e-05 -7.7e-08]
w =
-0.367089308355311
-0.929153787139402
0.043802736265227
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319300196676377] [0.639376439142305] [-1.224411870328979]
Columns 4 through 5
[1.379598401294979] [-0.859798216663389]
sigma2 =
Columns 1 through 4
[0.025304075745336] [0.128036493935056] [0.089678994837202] [0.013056047258202]
Column 5
[0.034340700977837]
likelihood error: 47.1884
current f = [-1.1e-05 -2.3e-05 -7.4e-08]
w =
-0.367013447460380
-0.929179224361942
0.043898730782827
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319546714290602] [0.639421039869115] [-1.224196034280041]
Columns 4 through 5
[1.379679218065484] [-0.859740714914354]
sigma2 =
Columns 1 through 4
[0.025353173014474] [0.128056077727101] [0.089586242658077] [0.013034479954787]
Column 5
[0.034344450533735]
likelihood error: 10.084
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366996779407920
-0.929184811104928
0.043919823345683
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319600846364992] [0.639430810212477] [-1.224148576606470]
Columns 4 through 5
[1.379696908037948] [-0.859728044552771]
sigma2 =
Columns 1 through 4
[0.025364037910408] [0.128060505463398] [0.089565968546176] [0.013029768102261]
Column 5
[0.034345360768657]
likelihood error: 2.2021
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366993116843695
-0.929186038600752
0.043924458167618
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319612739559889] [0.639432955691009] [-1.224138146782906]
Columns 4 through 5
[1.379700791931128] [-0.859725258683163]
sigma2 =
Columns 1 through 4
[0.025366429047613] [0.128061484419807] [0.089561518669422] [0.013028734037356]
Column 5
[0.034345564946494]
likelihood error: 0.48324
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366992312034645
-0.929186308324409
0.043925476621500
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319615352886841] [0.639433427068501] [-1.224135854859907]
Columns 4 through 5
[1.379701645219340] [-0.859724646434436]
sigma2 =
Columns 1 through 4
[0.025366954654509] [0.128061699825872] [0.089560541101356] [0.013028506875339]
Column 5
[0.034345610013515]
likelihood error: 0.10616
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366992135185883
-0.929186367593238
0.043925700416665
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319615927135781] [0.639433530645703] [-1.224135351228735]
Columns 4 through 5
[1.379701832713406] [-0.859724511894832]
sigma2 =
Columns 1 through 4
[0.025367070160086] [0.128061747173255] [0.089560326302320] [0.013028456961775]
Column 5
[0.034345619926255]
likelihood error: 0.023325
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366992096325100
-0.929186380616970
0.043925749593464
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319616053321186] [0.639433553405621] [-1.224135240560533]
Columns 4 through 5
[1.379701873913031] [-0.859724482330880]
sigma2 =
Columns 1 through 4
[0.025367095541725] [0.128061757578057] [0.089560279102907] [0.013028445993904]
Column 5
[0.034345622104951]
likelihood error: 0.0051254
current f = [-1.1e-05 -2.3e-05 -7.2e-08]
w =
-0.366992087785823
-0.929186383478808
0.043925760399586
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319616081049189] [0.639433558406883] [-1.224135216242264]
Columns 4 through 5
[1.379701882966229] [-0.859724475834480]
sigma2 =
Columns 1 through 4
[0.025367101119113] [0.128061759864444] [0.089560268731324] [0.013028443583828]
Column 5
[0.034345622583721]
likelihood error: 0.0011262
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366992085909399
-0.929186384107668
0.043925762774126
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319616087142147] [0.639433559505861] [-1.224135210898563]
Columns 4 through 5
[1.379701884955580] [-0.859724474406959]
sigma2 =
Columns 1 through 4
[0.025367102344690] [0.128061760366857] [0.089560266452271] [0.013028443054238]
Column 5
[0.034345622688927]
likelihood error: 0.00024748
current f = [-1.1e-05 -2.3e-05 -7.3e-08]
w =
-0.366992085909399
-0.929186384107668
0.043925762774126
pic =
Columns 1 through 4
[0.295788924757706] [0.114782046037115] [0.175223470357870] [0.264238776033124]
Column 5
[0.149966782814184]
mu =
Columns 1 through 3
[-0.319616087142147] [0.639433559505861] [-1.224135210898563]
Columns 4 through 5
[1.379701884955580] [-0.859724474406959]
sigma2 =
Columns 1 through 4
[0.025367102344690] [0.128061760366857] [0.089560266452271] [0.013028443054238]
Column 5
[0.034345622688927]
Likelihood error: 1349.4983
current f = [-9.4e-06 -2.1e-05 1.5e-07]
w =
-0.359824887324230
-0.931510576837787
0.053048052186286
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.327105581935311] [0.635575179479236] [-1.224384510060379]
Columns 4 through 5
[1.380806938699296] [-0.868066094468042]
sigma2 =
Columns 1 through 4
[0.025406680438365] [0.142243347934516] [0.090195141822322] [0.012547768711016]
Column 5
[0.034845188059522]
likelihood error: 810.8548
current f = [-7.4e-06 -1.6e-05 1.6e-07]
w =
-0.358358654465816
-0.931968177220811
0.054903474675453
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.332212646420662] [0.636704425824189] [-1.220198588916055]
Columns 4 through 5
[1.382489901243523] [-0.866644336988672]
sigma2 =
Columns 1 through 4
[0.026223243429812] [0.142123121731877] [0.088224652330328] [0.012089947513704]
Column 5
[0.034771405746556]
likelihood error: 225.7145
current f = [-7.1e-06 -1.5e-05 1.6e-07]
w =
-0.358058884973580
-0.932060978226932
0.055282618134091
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333246688700693] [0.636923316523498] [-1.219325337223149]
Columns 4 through 5
[1.382808876674652] [-0.866340181514290]
sigma2 =
Columns 1 through 4
[0.026420224076886] [0.142150415441364] [0.087859984998023] [0.012007099542958]
Column 5
[0.034792199061953]
likelihood error: 41.0732
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357997614748905
-0.932079914772657
0.055360097725553
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333457732268417] [0.636967594470290] [-1.219146048928526]
Columns 4 through 5
[1.382873059907796] [-0.866277402754450]
sigma2 =
Columns 1 through 4
[0.026461751445537] [0.142158141437910] [0.087787010311991] [0.011990600971554]
Column 5
[0.034797941478186]
likelihood error: 8.1867
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357985093187750
-0.932083783468474
0.055375931224269
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333500850621490] [0.636976624058610] [-1.219109373787038]
Columns 4 through 5
[1.382886134967123] [-0.866264547539620]
sigma2 =
Columns 1 through 4
[0.026470291253585] [0.142159810170172] [0.087772161217772] [0.011987247352768]
Column 5
[0.034799177286033]
likelihood error: 1.6644
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357982534281904
-0.932084574021123
0.055379166926199
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333509661801239] [0.636978468533863] [-1.219101877394028]
Columns 4 through 5
[1.382888805245091] [-0.866261919397098]
sigma2 =
Columns 1 through 4
[0.026472038663656] [0.142160154945244] [0.087769129339262] [0.011986562764988]
Column 5
[0.034799432434089]
likelihood error: 0.33977
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357982011347409
-0.932084735575128
0.055379828168482
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333511462421652] [0.636978845434360] [-1.219100345380199]
Columns 4 through 5
[1.382889350866815] [-0.866261382269719]
sigma2 =
Columns 1 through 4
[0.026472395854501] [0.142160225559779] [0.087768509860598] [0.011986422895219]
Column 5
[0.034799484684292]
likelihood error: 0.069421
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357981904481377
-0.932084768589945
0.055379963298810
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333511830392630] [0.636978922455706] [-1.219100032297816]
Columns 4 through 5
[1.382889462366139] [-0.866261272501425]
sigma2 =
Columns 1 through 4
[0.026472468853297] [0.142160239996997] [0.087768383269629] [0.011986394312985]
Column 5
[0.034799495366588]
likelihood error: 0.014186
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357981882642417
-0.932084775336794
0.055379990913811
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333511905590517] [0.636978938195597] [-1.219099968316727]
Columns 4 through 5
[1.382889485151824] [-0.866261250069288]
sigma2 =
Columns 1 through 4
[0.026472483771368] [0.142160242947635] [0.087768357399909] [0.011986388472024]
Column 5
[0.034799497549793]
likelihood error: 0.002899
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357981878179443
-0.932084776715565
0.055379996557165
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333511920957827] [0.636978941412173] [-1.219099955241659]
Columns 4 through 5
[1.382889489808264] [-0.866261245485093]
sigma2 =
Columns 1 through 4
[0.026472486820007] [0.142160243550634] [0.087768352113226] [0.011986387278377]
Column 5
[0.034799497995957]
likelihood error: 0.00059244
current f = [-7e-06 -1.5e-05 1.6e-07]
w =
-0.357981878179443
-0.932084776715565
0.055379996557165
pic =
Columns 1 through 4
[0.296441964238526] [0.120290521246242] [0.173817926406950] [0.261803766504907]
Column 5
[0.147645821603374]
mu =
Columns 1 through 3
[-0.333511920957827] [0.636978941412173] [-1.219099955241659]
Columns 4 through 5
[1.382889489808264] [-0.866261245485093]
sigma2 =
Columns 1 through 4
[0.026472486820007] [0.142160243550634] [0.087768352113226] [0.011986387278377]
Column 5
[0.034799497995957]
Likelihood error: 1162.305
current f = [-5.7e-06 -1.3e-05 2.8e-07]
w =
-0.350492386161352
-0.934312738792849
0.064921440662700
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.341571575367663] [0.629511104901643] [-1.219979938448331]
Columns 4 through 5
[1.383721881143820] [-0.873785695685463]
sigma2 =
Columns 1 through 4
[0.026467218263222] [0.155385194584773] [0.087892426990399] [0.011640952077428]
Column 5
[0.035348268892092]
likelihood error: 836.1922
current f = [-4.4e-06 -9.9e-06 2.4e-07]
w =
-0.349108046759345
-0.934708107862951
0.066665769723013
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.346830876590151] [0.630852845006211] [-1.215786294435142]
Columns 4 through 5
[1.385331074599979] [-0.872046898674078]
sigma2 =
Columns 1 through 4
[0.027250485043733] [0.155023012960670] [0.086026307203643] [0.011221747671409]
Column 5
[0.035349217685659]
likelihood error: 222.9311
current f = [-4.2e-06 -9.5e-06 2.3e-07]
w =
-0.348854481256867
-0.934779991960895
0.066984457925641
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.347789752978829] [0.631088022945713] [-1.214996423803836]
Columns 4 through 5
[1.385603648048024] [-0.871714477483467]
sigma2 =
Columns 1 through 4
[0.027422478699520] [0.155008421112009] [0.085717390651431] [0.011155163821243]
Column 5
[0.035385015136394]
likelihood error: 36.1511
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348808148416849
-0.934793109733562
0.067042655520145
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.347964892301496] [0.631130651770053] [-1.214851290453826]
Columns 4 through 5
[1.385652736812707] [-0.871653255500536]
sigma2 =
Columns 1 through 4
[0.027454876566394] [0.155007493563081] [0.085662013211600] [0.011143335458249]
Column 5
[0.035392753421090]
likelihood error: 6.452
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348799686716633
-0.934795504845503
0.067053282794108
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.347996875774081] [0.631138425263586] [-1.214824757279397]
Columns 4 through 5
[1.385661678186036] [-0.871642059048815]
sigma2 =
Columns 1 through 4
[0.027460825823799] [0.155007382442701] [0.085651934841790] [0.011141186590006]
Column 5
[0.035394206587907]
likelihood error: 1.1732
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348798141527544
-0.934795942197478
0.067055223394540
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348002716204845] [0.631139844383032] [-1.214819911131003]
Columns 4 through 5
[1.385663310183228] [-0.871640013956240]
sigma2 =
Columns 1 through 4
[0.027461913299989] [0.155007364097651] [0.085650095597614] [0.011140794564263]
Column 5
[0.035394473281333]
likelihood error: 0.21407
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348797859366339
-0.934796022060061
0.067055577758867
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348003782701967] [0.631140103509857] [-1.214819026162802]
Columns 4 through 5
[1.385663608169998] [-0.871639640492580]
sigma2 =
Columns 1 through 4
[0.027462111916089] [0.155007360812675] [0.085649759778863] [0.011140722990540]
Column 5
[0.035394522025593]
likelihood error: 0.039085
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348797807842117
-0.934796036643396
0.067055642467736
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348003977450265] [0.631140150827429] [-1.214818864561598]
Columns 4 through 5
[1.385663662583187] [-0.871639572295454]
sigma2 =
Columns 1 through 4
[0.027462148185711] [0.155007360214986] [0.085649698457763] [0.011140709921198]
Column 5
[0.035394530928048]
likelihood error: 0.0071369
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348797798433511
-0.934796039306393
0.067055654283929
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348004013012373] [0.631140159467863] [-1.214818835052293]
Columns 4 through 5
[1.385663672519305] [-0.871639559842264]
sigma2 =
Columns 1 through 4
[0.027462154808783] [0.155007360105916] [0.085649687260236] [0.011140707534678]
Column 5
[0.035394532553734]
likelihood error: 0.0013032
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348797796715448
-0.934796039792672
0.067055656441631
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348004019506209] [0.631140161045653] [-1.214818829663732]
Columns 4 through 5
[1.385663674333695] [-0.871639557568243]
sigma2 =
Columns 1 through 4
[0.027462156018194] [0.155007360086002] [0.085649685215507] [0.011140707098887]
Column 5
[0.035394532850595]
likelihood error: 0.00023798
current f = [-4.2e-06 -9.4e-06 2.3e-07]
w =
-0.348797796715448
-0.934796039792672
0.067055656441631
pic =
Columns 1 through 4
[0.297027109046866] [0.125630517259113] [0.172468708102830] [0.259822556774656]
Column 5
[0.145051108816534]
mu =
Columns 1 through 3
[-0.348004019506209] [0.631140161045653] [-1.214818829663732]
Columns 4 through 5
[1.385663674333695] [-0.871639557568243]
sigma2 =
Columns 1 through 4
[0.027462156018194] [0.155007360086002] [0.085649685215507] [0.011140707098887]
Column 5
[0.035394532850595]
Likelihood error: 1087.9205
current f = [-3.1e-06 -7.2e-06 2.7e-07]
w =
-0.340793803992942
-0.936953998991588
0.077309682331125
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.356855287318352] [0.619514691863512] [-1.216211880831880]
Columns 4 through 5
[1.386296348539082] [-0.878450999798290]
sigma2 =
Columns 1 through 4
[0.027324663675162] [0.166799148432784] [0.085301793818652] [0.010900646386085]
Column 5
[0.036093163451619]
likelihood error: 914.6202
current f = [-2.4e-06 -5.6e-06 2.2e-07]
w =
-0.339510297313782
-0.937286396233618
0.078911149355717
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.362383966006389] [0.621143969879315] [-1.211906102021316]
Columns 4 through 5
[1.387857078102786] [-0.876400877034490]
sigma2 =
Columns 1 through 4
[0.028027139557979] [0.166180866979552] [0.083502257580729] [0.010520797220202]
Column 5
[0.036185866034364]
likelihood error: 221.1041
current f = [-2.3e-06 -5.4e-06 2.2e-07]
w =
-0.339309025328681
-0.937338228280812
0.079160793148616
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363250087570186] [0.621389443428833] [-1.211205719978998]
Columns 4 through 5
[1.388082147431620] [-0.876066508695642]
sigma2 =
Columns 1 through 4
[0.028164105560983] [0.166135952356584] [0.083247798968864] [0.010471264409027]
Column 5
[0.036235132761389]
likelihood error: 30.3689
current f = [-2.3e-06 -5.4e-06 2.1e-07]
w =
-0.339277615355561
-0.937346310643393
0.079199707573144
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363385271254873] [0.621427493610585] [-1.211095736757458]
Columns 4 through 5
[1.388116807643958] [-0.876014031553577]
sigma2 =
Columns 1 through 4
[0.028186149276163] [0.166130238809725] [0.083208735408967] [0.010463782751704]
Column 5
[0.036243679068183]
likelihood error: 4.6368
current f = [-2.3e-06 -5.4e-06 2.2e-07]
w =
-0.339272717903731
-0.937347570699644
0.079205773953050
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363406349653278] [0.621433419748603] [-1.211078570917628]
Columns 4 through 5
[1.388122200817151] [-0.876005842734394]
sigma2 =
Columns 1 through 4
[0.028189602664693] [0.166129379766771] [0.083202659833619] [0.010462622313438]
Column 5
[0.036245032440167]
likelihood error: 0.72049
current f = [-2.3e-06 -5.4e-06 2.2e-07]
w =
-0.339271954402743
-0.937347767135862
0.079206719657829
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363409635736994] [0.621434343452943] [-1.211075894380409]
Columns 4 through 5
[1.388123041333498] [-0.876004565965319]
sigma2 =
Columns 1 through 4
[0.028190141436547] [0.166129246620216] [0.083201713030513] [0.010462441552954]
Column 5
[0.036245243932906]
likelihood error: 0.11226
current f = [-2.3e-06 -5.4e-06 2.2e-07]
w =
-0.339271835377534
-0.937347797759001
0.079206867086791
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363410148017948] [0.621434487448797] [-1.211075477114003]
Columns 4 through 5
[1.388123172358477] [-0.876004366921088]
sigma2 =
Columns 1 through 4
[0.028190225437480] [0.166129225882358] [0.083201565438409] [0.010462413377111]
Column 5
[0.036245276915619]
likelihood error: 0.017499
current f = [-2.3e-06 -5.4e-06 2.1e-07]
w =
-0.339271816822288
-0.937347802532944
0.079206890069978
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363410227879180] [0.621434509896701] [-1.211075412064667]
Columns 4 through 5
[1.388123192784250] [-0.876004335891316]
sigma2 =
Columns 1 through 4
[0.028190238532906] [0.166129222649921] [0.083201542429986] [0.010462408984771]
Column 5
[0.036245282057705]
likelihood error: 0.002728
current f = [-2.3e-06 -5.4e-06 2.1e-07]
w =
-0.339271813929649
-0.937347803277169
0.079206893652902
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363410240329013] [0.621434513396177] [-1.211075401923904]
Columns 4 through 5
[1.388123195968487] [-0.876004331053979]
sigma2 =
Columns 1 through 4
[0.028190240574402] [0.166129222146017] [0.083201538843132] [0.010462408300037]
Column 5
[0.036245282859329]
likelihood error: 0.00042528
current f = [-2.3e-06 -5.4e-06 2.1e-07]
w =
-0.339271813929649
-0.937347803277169
0.079206893652902
pic =
Columns 1 through 4
[0.297513456235438] [0.130781631559670] [0.171198769585727] [0.258389574552284]
Column 5
[0.142116568066881]
mu =
Columns 1 through 3
[-0.363410240329013] [0.621434513396177] [-1.211075401923904]
Columns 4 through 5
[1.388123195968487] [-0.876004331053979]
sigma2 =
Columns 1 through 4
[0.028190240574402] [0.166129222146017] [0.083201538843132] [0.010462408300037]
Column 5
[0.036245282859329]
Likelihood error: 1103.1615
current f = [-1.6e-06 -3.7e-06 2e-07]
w =
-0.330888640747241
-0.939362207164610
0.090063040146018
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.373066519758584] [0.606041531664014] [-1.212835550881378]
Columns 4 through 5
[1.388616981820946] [-0.882182903538552]
sigma2 =
Columns 1 through 4
[0.027863735331067] [0.176353480745429] [0.082424142303501] [0.010299850983767]
Column 5
[0.037214794047298]
likelihood error: 987.816
current f = [-1.2e-06 -2.9e-06 1.6e-07]
w =
-0.329768775153195
-0.939623160056991
0.091437804211110
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.378720608689171] [0.607937550298447] [-1.208499925002658]
Columns 4 through 5
[1.390081607961196] [-0.879931136288856]
sigma2 =
Columns 1 through 4
[0.028412004583573] [0.175553311430181] [0.080729154415319] [0.009980286585143]
Column 5
[0.037395231100564]
likelihood error: 205.721
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329624924212685
-0.939656628187050
0.091612392512390
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379446276072916] [0.608170967393077] [-1.207918205258740]
Columns 4 through 5
[1.390253359828818] [-0.879633287601653]
sigma2 =
Columns 1 through 4
[0.028505604216535] [0.175499335984183] [0.080532431585940] [0.009948623114974]
Column 5
[0.037448733795629]
likelihood error: 22.8915
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329606586318185
-0.939660894709383
0.091634607160657
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379538771079752] [0.608200515920642] [-1.207843587345252]
Columns 4 through 5
[1.390275005590716] [-0.879595244595292]
sigma2 =
Columns 1 through 4
[0.028517921623745] [0.175493286913254] [0.080507649833270] [0.009944745980279]
Column 5
[0.037456048424133]
likelihood error: 2.8623
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329604251421880
-0.939661437959362
0.091637434908491
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379550547742390] [0.608204274349499] [-1.207834078580307]
Columns 4 through 5
[1.390277757841889] [-0.879590400389961]
sigma2 =
Columns 1 through 4
[0.028519496214011] [0.175492530528028] [0.080504498707432] [0.009944254967819]
Column 5
[0.037456987665378]
likelihood error: 0.36353
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329603954178289
-0.939661507117946
0.091637794881335
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379552046960229] [0.608204752747934] [-1.207832867935758]
Columns 4 through 5
[1.390278108156846] [-0.879589783702180]
sigma2 =
Columns 1 through 4
[0.028519696768361] [0.175492434463545] [0.080504097617257] [0.009944192503094]
Column 5
[0.037457107361946]
likelihood error: 0.046265
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329603916338597
-0.939661515921969
0.091637840706361
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379552237813437] [0.608204813647849] [-1.207832713816158]
Columns 4 through 5
[1.390278152751676] [-0.879589705196749]
sigma2 =
Columns 1 through 4
[0.028519722300964] [0.175492422238056] [0.080504046558673] [0.009944184551923]
Column 5
[0.037457122601592]
likelihood error: 0.0058894
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329603911521545
-0.939661517042735
0.091637846539955
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379552262109346] [0.608204821400482] [-1.207832694196448]
Columns 4 through 5
[1.390278158428647] [-0.879589695202882]
sigma2 =
Columns 1 through 4
[0.028519725551331] [0.175492420681791] [0.080504040058849] [0.009944183539738]
Column 5
[0.037457124541655]
likelihood error: 0.00074972
current f = [-1.2e-06 -2.8e-06 1.6e-07]
w =
-0.329603911521545
-0.939661517042735
0.091637846539955
pic =
Columns 1 through 4
[0.297893923252476] [0.135757455864029] [0.170027796318628] [0.257487595090431]
Column 5
[0.138833229474435]
mu =
Columns 1 through 3
[-0.379552262109346] [0.608204821400482] [-1.207832694196448]
Columns 4 through 5
[1.390278158428647] [-0.879589695202882]
sigma2 =
Columns 1 through 4
[0.028519725551331] [0.175492420681791] [0.080504040058849] [0.009944183539738]
Column 5
[0.037457124541655]
Likelihood error: 1171.5834
current f = [-7.2e-07 -1.8e-06 1.3e-07]
w =
-0.321343906370745
-0.941393944118763
0.102545286711956
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.389688649369147] [0.590200114991097] [-1.209791763594531]
Columns 4 through 5
[1.390669273308988] [-0.885336396173537]
sigma2 =
Columns 1 through 4
[0.028039170662147] [0.184389710033169] [0.079374029700910] [0.009840288918403]
Column 5
[0.038784837866920]
likelihood error: 987.9325
current f = [-5.7e-07 -1.4e-06 1e-07]
w =
-0.320449694597308
-0.941581358092162
0.103617273346388
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395057570831860] [0.592185413311068] [-1.205682031109616]
Columns 4 through 5
[1.391947852058133] [-0.883124298606222]
sigma2 =
Columns 1 through 4
[0.028388477398882] [0.183589590752507] [0.077865417482910] [0.009605537511111]
Column 5
[0.038999636330712]
likelihood error: 170.671
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320358386062100
-0.941600613841140
0.103724580034943
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395601310761133] [0.592376913977802] [-1.205243216113948]
Columns 4 through 5
[1.392066282969736] [-0.882897550821192]
sigma2 =
Columns 1 through 4
[0.028441966402759] [0.183548451987645] [0.077724300822178] [0.009589361741031]
Column 5
[0.039043279733503]
likelihood error: 14.9623
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320349164416573
-0.941602560867543
0.103735385645391
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395656141115008] [0.592396071499259] [-1.205198658685487]
Columns 4 through 5
[1.392078142411778] [-0.882874752926900]
sigma2 =
Columns 1 through 4
[0.028447553209992] [0.183544755590688] [0.077710116319438] [0.009587813973887]
Column 5
[0.039047893407853]
likelihood error: 1.4863
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320348234550068
-0.941602757229557
0.103736474819893
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395661668713183] [0.592398000758106] [-1.205194162916612]
Columns 4 through 5
[1.392079337443605] [-0.882872456179780]
sigma2 =
Columns 1 through 4
[0.028448118442193] [0.183544387925339] [0.077708686091737] [0.009587658839079]
Column 5
[0.039048360535598]
likelihood error: 0.14962
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320348140805592
-0.941602777026217
0.103736584620037
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395662225962077] [0.592398195225361] [-1.205193709643856]
Columns 4 through 5
[1.392079457914316] [-0.882872224663661]
sigma2 =
Columns 1 through 4
[0.028448175445274] [0.183544350914188] [0.077708541898569] [0.009587643209213]
Column 5
[0.039048407646740]
likelihood error: 0.015081
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320348131354972
-0.941602779021980
0.103736595689216
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395662282139586] [0.592398214829745] [-1.205193663947912]
Columns 4 through 5
[1.392079470059235] [-0.882872201324318]
sigma2 =
Columns 1 through 4
[0.028448181192098] [0.183544347183591] [0.077708527361987] [0.009587641633633]
Column 5
[0.039048412396301]
likelihood error: 0.0015203
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320348130402228
-0.941602779223167
0.103736596805124
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395662287802970] [0.592398216806107] [-1.205193659341201]
Columns 4 through 5
[1.392079471283599] [-0.882872198971434]
sigma2 =
Columns 1 through 4
[0.028448181771450] [0.183544346807509] [0.077708525896520] [0.009587641474796]
Column 5
[0.039048412875117]
likelihood error: 0.00015327
current f = [-5.6e-07 -1.4e-06 1e-07]
w =
-0.320348130402228
-0.941602779223167
0.103736596805124
pic =
Columns 1 through 4
[0.298232418497474] [0.140545648419919] [0.168950772374735] [0.257009428271042]
Column 5
[0.135261732436829]
mu =
Columns 1 through 3
[-0.395662287802970] [0.592398216806107] [-1.205193659341201]
Columns 4 through 5
[1.392079471283599] [-0.882872198971434]
sigma2 =
Columns 1 through 4
[0.028448181771450] [0.183544346807509] [0.077708525896520] [0.009587641474796]
Column 5
[0.039048412875117]
Likelihood error: 1219.7072
current f = [-3.2e-07 -8.2e-07 7.1e-08]
w =
-0.312798751840828
-0.942947165139947
0.114050798361217
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.405770044350655] [0.572885006310891] [-1.207193976289299]
Columns 4 through 5
[1.392349286235150] [-0.888605612781023]
sigma2 =
Columns 1 through 4
[0.027888109026670] [0.191613649644896] [0.076348994291458] [0.009533898075414]
Column 5
[0.040694841125980]
likelihood error: 904.2396
current f = [-2.6e-07 -6.7e-07 5.9e-08]
w =
-0.312136807697704
-0.943073241639517
0.114819311043547
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410443933935466] [0.574731125863790] [-1.203568020571822]
Columns 4 through 5
[1.393384154949485] [-0.886682400655146]
sigma2 =
Columns 1 through 4
[0.028064254725754] [0.190964938067117] [0.075084386898333] [0.009388264549579]
Column 5
[0.040857438067057]
likelihood error: 125.8978
current f = [-2.5e-07 -6.6e-07 5.8e-08]
w =
-0.312083310817476
-0.943083627321584
0.114879410652037
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410811829831827] [0.574867509432149] [-1.203263595669749]
Columns 4 through 5
[1.393459868013293] [-0.886534225960805]
sigma2 =
Columns 1 through 4
[0.028091187243574] [0.190943182396084] [0.074987757901570] [0.009382203656159]
Column 5
[0.040882834480403]
likelihood error: 8.6164
current f = [-2.6e-07 -6.6e-07 5.8e-08]
w =
-0.312079054571071
-0.943084456077669
0.114884169524441
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410840974053015] [0.574878194641048] [-1.203239273220978]
Columns 4 through 5
[1.393465864993049] [-0.886522618203041]
sigma2 =
Columns 1 through 4
[0.028093412646230] [0.190941697660295] [0.074980032251948] [0.009381762431597]
Column 5
[0.040884906254267]
likelihood error: 0.67524
current f = [-2.6e-07 -6.6e-07 5.8e-08]
w =
-0.312078716701552
-0.943084521892230
0.114884547062778
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410843286248605] [0.574879041089806] [-1.203237341542777]
Columns 4 through 5
[1.393466341068542] [-0.886521699042579]
sigma2 =
Columns 1 through 4
[0.028093589851871] [0.190941581829456] [0.074979418113484] [0.009381727716704]
Column 5
[0.040885070811698]
likelihood error: 0.053531
current f = [-2.6e-07 -6.6e-07 5.8e-08]
w =
-0.312078689888518
-0.943084527115483
0.114884577021688
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410843469729444] [0.574879108245913] [-1.203237188238351]
Columns 4 through 5
[1.393466378851281] [-0.886521626123070]
sigma2 =
Columns 1 through 4
[0.028093603918462] [0.190941572654192] [0.074979369365179] [0.009381724964173]
Column 5
[0.040885083869473]
likelihood error: 0.0042477
current f = [-2.5e-07 -6.6e-07 5.8e-08]
w =
-0.312078687760729
-0.943084527529976
0.114884579399098
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410843484289701] [0.574879113575021] [-1.203237176072606]
Columns 4 through 5
[1.393466381849619] [-0.886521620336687]
sigma2 =
Columns 1 through 4
[0.028093605034762] [0.190941571926223] [0.074979365496577] [0.009381724745761]
Column 5
[0.040885084905666]
likelihood error: 0.00033708
current f = [-2.5e-07 -6.6e-07 5.8e-08]
w =
-0.312078687760729
-0.943084527529976
0.114884579399098
pic =
Columns 1 through 4
[0.298585586015367] [0.145118391933856] [0.167929202972493] [0.256843741146496]
Column 5
[0.131523077931787]
mu =
Columns 1 through 3
[-0.410843484289701] [0.574879113575021] [-1.203237176072606]
Columns 4 through 5
[1.393466381849619] [-0.886521620336687]
sigma2 =
Columns 1 through 4
[0.028093605034762] [0.190941571926223] [0.074979365496577] [0.009381724745761]
Column 5
[0.040885084905666]
Likelihood error: 1175.2185
current f = [-1.4e-07 -3.9e-07 3.9e-08]
w =
-0.305620766567420
-0.944020851401293
0.124179624596440
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.420524212260469] [0.554410211907578] [-1.205135561521596]
Columns 4 through 5
[1.393582792003953] [-0.892722507199886]
sigma2 =
Columns 1 through 4
[0.027443910553973] [0.198596201120050] [0.073549670594461] [0.009371011602226]
Column 5
[0.042649053098613]
likelihood error: 772.4638
current f = [-1.2e-07 -3.3e-07 3.3e-08]
w =
-0.305146317347269
-0.944104343524698
0.124710519000906
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424335856114912] [0.555994709416408] [-1.202115748271864]
Columns 4 through 5
[1.394375879898795] [-0.891200735407103]
sigma2 =
Columns 1 through 4
[0.027508506938593] [0.198117523062258] [0.072538837027423] [0.009298738240831]
Column 5
[0.042698955284833]
likelihood error: 85.6286
current f = [-1.2e-07 -3.2e-07 3.3e-08]
w =
-0.305115052707919
-0.944110059590499
0.124743737291008
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424573304018757] [0.556085190106117] [-1.201911813164585]
Columns 4 through 5
[1.394423345683593] [-0.891113069022157]
sigma2 =
Columns 1 through 4
[0.027521729641215] [0.198108886805687] [0.072472801413838] [0.009297789066120]
Column 5
[0.042707674210672]
likelihood error: 4.6446
current f = [-1.2e-07 -3.2e-07 3.3e-08]
w =
-0.305113037219535
-0.944110430241594
0.124745861774822
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424588474867236] [0.556090873483477] [-1.201898629597473]
Columns 4 through 5
[1.394426405945555] [-0.891107610313941]
sigma2 =
Columns 1 through 4
[0.027522624094590] [0.198108485254611] [0.072468475437736] [0.009297746771902]
Column 5
[0.042708229485040]
likelihood error: 0.29455
current f = [-1.2e-07 -3.3e-07 3.3e-08]
w =
-0.305112907727226
-0.944110454075310
0.124745998117023
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424589448338184] [0.556091237241927] [-1.201897782276370]
Columns 4 through 5
[1.394426602720472] [-0.891107261562884]
sigma2 =
Columns 1 through 4
[0.027522681790930] [0.198108460639507] [0.072468196629242] [0.009297744169615]
Column 5
[0.042708264895274]
likelihood error: 0.018897
current f = [-1.2e-07 -3.2e-07 3.3e-08]
w =
-0.305112899411493
-0.944110455606032
0.124746006871302
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424589510841676] [0.556091260589432] [-1.201897727860723]
Columns 4 through 5
[1.394426615358939] [-0.891107239184851]
sigma2 =
Columns 1 through 4
[0.027522685497492] [0.198108459068315] [0.072468178716163] [0.009297744003295]
Column 5
[0.042708267166134]
likelihood error: 0.0012133
current f = [-1.2e-07 -3.2e-07 3.3e-08]
w =
-0.305112898877509
-0.944110455704327
0.124746007433435
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424589514855164] [0.556091262088553] [-1.201897724366461]
Columns 4 through 5
[1.394426616170513] [-0.891107237748026]
sigma2 =
Columns 1 through 4
[0.027522685735514] [0.198108458967499] [0.072468177565818] [0.009297743992621]
Column 5
[0.042708267311924]
likelihood error: 7.7912e-05
current f = [-1.2e-07 -3.2e-07 3.3e-08]
w =
-0.305112898877509
-0.944110455704327
0.124746007433435
pic =
Columns 1 through 4
[0.298869295621447] [0.149508167366142] [0.166920960559157] [0.256915407691741]
Column 5
[0.127786168761513]
mu =
Columns 1 through 3
[-0.424589514855164] [0.556091262088553] [-1.201897724366461]
Columns 4 through 5
[1.394426616170513] [-0.891107237748026]
sigma2 =
Columns 1 through 4
[0.027522685735514] [0.198108458967499] [0.072468177565818] [0.009297743992621]
Column 5
[0.042708267311924]
Likelihood error: 1039.4871
current f = [-7.5e-08 -2e-07 2.3e-08]
w =
-0.299940332090125
-0.944674293134489
0.132763990139964
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.433587288751277] [0.534907192117512] [-1.203548128275190]
Columns 4 through 5
[1.394385329009801] [-0.898040676797089]
sigma2 =
Columns 1 through 4
[0.026710924921270] [0.205533445584301] [0.071138611535212] [0.009321798000576]
Column 5
[0.044299511383607]
likelihood error: 626.319
current f = [-6.5e-08 -1.8e-07 2e-08]
w =
-0.299600095995904
-0.944730077690171
0.133134754245474
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436560893677164] [0.536205366011740] [-1.201155095245243]
Columns 4 through 5
[1.394966631264097] [-0.896893610185357]
sigma2 =
Columns 1 through 4
[0.026717714318125] [0.205172552859377] [0.070373464654588] [0.009300568044784]
Column 5
[0.044238233909759]
likelihood error: 55.8205
current f = [-6.4e-08 -1.7e-07 2e-08]
w =
-0.299580628470750
-0.944733478715752
0.133154426287374
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436715912915489] [0.536265638047824] [-1.201017196916409]
Columns 4 through 5
[1.394997126541706] [-0.896842595940894]
sigma2 =
Columns 1 through 4
[0.026724592526445] [0.205169701713097] [0.070327467951286] [0.009301693845214]
Column 5
[0.044236441001525]
likelihood error: 2.5161
current f = [-6.4e-08 -1.8e-07 2e-08]
w =
-0.299579546676426
-0.944733669638876
0.133155505575341
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436724394109152] [0.536268851690710] [-1.201009525948186]
Columns 4 through 5
[1.394998828641806] [-0.896839939704722]
sigma2 =
Columns 1 through 4
[0.026725002854193] [0.205169664180048] [0.070324840228547] [0.009301764680123]
Column 5
[0.044236319241976]
likelihood error: 0.13689
current f = [-6.4e-08 -1.7e-07 2e-08]
w =
-0.299579486857088
-0.944733680213330
0.133155565134226
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436724861927987] [0.536269028181113] [-1.201009101704708]
Columns 4 through 5
[1.394998922907706] [-0.896839794506246]
sigma2 =
Columns 1 through 4
[0.026725025713261] [0.205169663070369] [0.070324694164966] [0.009301768640943]
Column 5
[0.044236312216305]
likelihood error: 0.0075528
current f = [-6.5e-08 -1.8e-07 2e-08]
w =
-0.299579483551912
-0.944733680797762
0.133155568423962
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436724887766222] [0.536269037922108] [-1.201009078263506]
Columns 4 through 5
[1.394998928117645] [-0.896839786498546]
sigma2 =
Columns 1 through 4
[0.026725026977528] [0.205169663017155] [0.070324686087569] [0.009301768860085]
Column 5
[0.044236311825283]
likelihood error: 0.00041719
current f = [-6.5e-08 -1.8e-07 2e-08]
w =
-0.299579483551912
-0.944733680797762
0.133155568423962
pic =
Columns 1 through 4
[0.298867596677236] [0.153790734670203] [0.165917727612432] [0.257171049420663]
Column 5
[0.124252891619466]
mu =
Columns 1 through 3
[-0.436724887766222] [0.536269037922108] [-1.201009078263506]
Columns 4 through 5
[1.394998928117645] [-0.896839786498546]
sigma2 =
Columns 1 through 4
[0.026725026977528] [0.205169663017155] [0.070324686087569] [0.009301768860085]
Column 5
[0.044236311825283]
Likelihood error: 863.0517
current f = [-4.3e-08 -1.2e-07 1.5e-08]
w =
-0.295727706801337
-0.944989327278175
0.139786604369625
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.444862596543852] [0.514550617059500] [-1.202302269798368]
Columns 4 through 5
[1.394819401659788] [-0.904470278478503]
sigma2 =
Columns 1 through 4
[0.025721260962442] [0.212425449533856] [0.069236079899297] [0.009351948970552]
Column 5
[0.045393361237506]
likelihood error: 496.0071
current f = [-4e-08 -1.2e-07 1.4e-08]
w =
-0.295482972747920
-0.945026212390535
0.140054527637094
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447112773515295] [0.515581063050980] [-1.200493506933788]
Columns 4 through 5
[1.395228376912315] [-0.903604139780746]
sigma2 =
Columns 1 through 4
[0.025702329616199] [0.212128839470198] [0.068697414896078] [0.009360421864306]
Column 5
[0.045271136108630]
likelihood error: 35.9079
current f = [-4e-08 -1.1e-07 1.4e-08]
w =
-0.295469937096452
-0.945028380372295
0.140067400075518
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447218126425094] [0.515622837028424] [-1.200397997106079]
Columns 4 through 5
[1.395248693241750] [-0.903572369909990]
sigma2 =
Columns 1 through 4
[0.025706154735828] [0.212127482464598] [0.068665104352623] [0.009362153234293]
Column 5
[0.045264614496337]
likelihood error: 1.4291
current f = [-4.1e-08 -1.1e-07 1.4e-08]
w =
-0.295469268646339
-0.945028493445718
0.140068047255920
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447223401704118] [0.515624853185190] [-1.200393103270096]
Columns 4 through 5
[1.395249743894232] [-0.903570903230873]
sigma2 =
Columns 1 through 4
[0.025706374863221] [0.212127522155381] [0.068663378589837] [0.009362244510726]
Column 5
[0.045264255651560]
likelihood error: 0.071068
current f = [-4e-08 -1.1e-07 1.3e-08]
w =
-0.295469234612739
-0.945028499220465
0.140068080086978
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447223669122380] [0.515624954656169] [-1.200392854134682]
Columns 4 through 5
[1.395249797515376] [-0.903570830125928]
sigma2 =
Columns 1 through 4
[0.025706386249391] [0.212127525142410] [0.068663290009447] [0.009362249164432]
Column 5
[0.045264237100896]
likelihood error: 0.003603
current f = [-3.9e-08 -1.1e-07 1.3e-08]
w =
-0.295469232882216
-0.945028499514261
0.140068081755248
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447223682709138] [0.515624959804761] [-1.200392841467042]
Columns 4 through 5
[1.395249800243179] [-0.903570826423418]
sigma2 =
Columns 1 through 4
[0.025706386829891] [0.212127525303123] [0.068663285498550] [0.009362249401079]
Column 5
[0.045264236154908]
likelihood error: 0.00018308
current f = [-3.9e-08 -1.1e-07 1.3e-08]
w =
-0.295469232882216
-0.945028499514261
0.140068081755248
pic =
Columns 1 through 4
[0.298373754552887] [0.158020241623514] [0.164938814731112] [0.257568865989318]
Column 5
[0.121098323103168]
mu =
Columns 1 through 3
[-0.447223682709138] [0.515624959804761] [-1.200392841467042]
Columns 4 through 5
[1.395249800243179] [-0.903570826423418]
sigma2 =
Columns 1 through 4
[0.025706386829891] [0.212127525303123] [0.068663285498550] [0.009362249401079]
Column 5
[0.045264236154908]
Likelihood error: 684.8004
current f = [-3.2e-08 -9.2e-08 1.2e-08]
w =
-0.292791861866033
-0.945056728560934
0.145398436811945
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.454416833190181] [0.493616126947813] [-1.201311682599915]
Columns 4 through 5
[1.394968550851753] [-0.911682319530526]
sigma2 =
Columns 1 through 4
[0.024543183891968] [0.219233027275868] [0.067887569095955] [0.009429264775302]
Column 5
[0.045834650604727]
likelihood error: 400.2446
current f = [-3e-08 -8.5e-08 1.1e-08]
w =
-0.292616796109773
-0.945080001850258
0.145599453081924
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456097998358737] [0.494422446427701] [-1.199991195941191]
Columns 4 through 5
[1.395248143944367] [-0.911004137631316]
sigma2 =
Columns 1 through 4
[0.024511669568016] [0.218968679926732] [0.067536562904482] [0.009451788048865]
Column 5
[0.045706109342440]
likelihood error: 23.5103
current f = [-3.1e-08 -8.7e-08 1.1e-08]
w =
-0.292607645842858
-0.945081423270422
0.145608615761743
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456172836180938] [0.494452815847259] [-1.199923592341890]
Columns 4 through 5
[1.395262074417980] [-0.910981832900316]
sigma2 =
Columns 1 through 4
[0.024513766358757] [0.218966989107246] [0.067514040891353] [0.009453535686046]
Column 5
[0.045698622122372]
likelihood error: 0.86653
current f = [-3.1e-08 -8.7e-08 1.1e-08]
w =
-0.292607190919096
-0.945081496041838
0.145609057624662
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456176432430871] [0.494454203914184] [-1.199920240228192]
Columns 4 through 5
[1.395262775907249] [-0.910980876640292]
sigma2 =
Columns 1 through 4
[0.024513894323131] [0.218967012876408] [0.067512853921571] [0.009453621287427]
Column 5
[0.045698225459144]
likelihood error: 0.041057
current f = [-2.9e-08 -8.3e-08 1e-08]
w =
-0.292607168542797
-0.945081499643311
0.145609079215163
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456176608023545] [0.494454270904051] [-1.199920075434971]
Columns 4 through 5
[1.395262810534229] [-0.910980831245448]
sigma2 =
Columns 1 through 4
[0.024513900838445] [0.218967015149933] [0.067512794784174] [0.009453625473397]
Column 5
[0.045698205658621]
likelihood error: 0.0020018
current f = [-3e-08 -8.4e-08 1.1e-08]
w =
-0.292607167444715
-0.945081499820288
0.145609080273175
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456176616626857] [0.494454274177909] [-1.199920067348870]
Columns 4 through 5
[1.395262812234854] [-0.910980829035154]
sigma2 =
Columns 1 through 4
[0.024513901160442] [0.218967015273090] [0.067512791874020] [0.009453625678534]
Column 5
[0.045698204683799]
likelihood error: 9.8058e-05
current f = [-3e-08 -8.4e-08 1.1e-08]
w =
-0.292607167444715
-0.945081499820288
0.145609080273175
pic =
Columns 1 through 4
[0.297304164773979] [0.162217291306556] [0.164000671179752] [0.258067266161822]
Column 5
[0.118410606577891]
mu =
Columns 1 through 3
[-0.456176616626857] [0.494454274177909] [-1.199920067348870]
Columns 4 through 5
[1.395262812234854] [-0.910980829035154]
sigma2 =
Columns 1 through 4
[0.024513901160442] [0.218967015273090] [0.067512791874020] [0.009453625678534]
Column 5
[0.045698204683799]
Likelihood error: 533.4189
current f = [-2.6e-08 -7.8e-08 1e-08]
w =
-0.290845070847760
-0.944960712008968
0.149861260916879
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.462435741903604] [0.472472660664444] [-1.200535386468830]
Columns 4 through 5
[1.394923835526996] [-0.919311939318254]
sigma2 =
Columns 1 through 4
[0.023252969403180] [0.225931959849516] [0.067050899232812] [0.009528712202370]
Column 5
[0.045644202953610]
likelihood error: 338.1924
current f = [-2.5e-08 -7.6e-08 1e-08]
w =
-0.290720515799818
-0.944974124226536
0.150018286338357
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463700434320863] [0.473107528983483] [-1.199584648199282]
Columns 4 through 5
[1.395112885967183] [-0.918757918312352]
sigma2 =
Columns 1 through 4
[0.023213192761362] [0.225686989516083] [0.066838280509348] [0.009556595255203]
Column 5
[0.045539839178304]
likelihood error: 16.2154
current f = [-2.7e-08 -7.7e-08 1.1e-08]
w =
-0.290713896447714
-0.944975052209038
0.150025268255867
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463756053013455] [0.473130797581178] [-1.199535666189425]
Columns 4 through 5
[1.395122670629704] [-0.918740230758485]
sigma2 =
Columns 1 through 4
[0.023214142527916] [0.225684434421193] [0.066822755649389] [0.009558196575103]
Column 5
[0.045533201895220]
likelihood error: 0.57221
current f = [-2.5e-08 -7.5e-08 9.8e-09]
w =
-0.290713567376433
-0.944975100868081
0.150025599426079
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463758691105796] [0.473131831874569] [-1.199533243501136]
Columns 4 through 5
[1.395123165661658] [-0.918739500806418]
sigma2 =
Columns 1 through 4
[0.023214215049441] [0.225684418646783] [0.066821916774078] [0.009558271892410]
Column 5
[0.045532847220446]
likelihood error: 0.026353
current f = [-2.6e-08 -7.6e-08 1e-08]
w =
-0.290713551285341
-0.944975103278593
0.150025615423456
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463758818547714] [0.473131880934233] [-1.199533125181065]
Columns 4 through 5
[1.395123189994906] [-0.918739466982228]
sigma2 =
Columns 1 through 4
[0.023214218888779] [0.225684419230998] [0.066821874892331] [0.009558275514273]
Column 5
[0.045532829549025]
likelihood error: 0.0012654
current f = [-2.5e-08 -7.4e-08 9.6e-09]
w =
-0.290713550501827
-0.944975103396362
0.150025616199954
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463758824733736] [0.473131883304103] [-1.199533119421552]
Columns 4 through 5
[1.395123191181379] [-0.918739465358674]
sigma2 =
Columns 1 through 4
[0.023214219079348] [0.225684419276357] [0.066821872842138] [0.009558275689850]
Column 5
[0.045532828684395]
likelihood error: 6.1333e-05
current f = [-2.5e-08 -7.4e-08 9.6e-09]
w =
-0.290713550501827
-0.944975103396362
0.150025616199954
pic =
Columns 1 through 4
[0.295697580312489] [0.166386499791185] [0.163101231588544] [0.258620352188516]
Column 5
[0.116194336119266]
mu =
Columns 1 through 3
[-0.463758824733736] [0.473131883304103] [-1.199533119421552]
Columns 4 through 5
[1.395123191181379] [-0.918739465358674]
sigma2 =
Columns 1 through 4
[0.023214219079348] [0.225684419276357] [0.066821872842138] [0.009558275689850]
Column 5
[0.045532828684395]
Likelihood error: 424.6647
current f = [-2.7e-08 -7.7e-08 1.1e-08]
w =
-0.289593703912555
-0.944767698514491
0.153458406411529
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.469160360184988] [0.451499513292153] [-1.199963775832963]
Columns 4 through 5
[1.394763499656105] [-0.927043941904308]
sigma2 =
Columns 1 through 4
[0.021919559641686] [0.232521712278177] [0.066632685174451] [0.009635067898251]
Column 5
[0.044895486280428]
likelihood error: 299.08
current f = [-2.6e-08 -7.4e-08 1e-08]
w =
-0.289504532634115
-0.944774098324752
0.153587202329686
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.470135778439946] [0.452010865054438] [-1.199272501622991]
Columns 4 through 5
[1.394892504193074] [-0.926574859590025]
sigma2 =
Columns 1 through 4
[0.021873940646165] [0.232292653326802] [0.066512900521089] [0.009664564402856]
Column 5
[0.044822721840018]
likelihood error: 12.0638
current f = [-2.5e-08 -7.2e-08 9.7e-09]
w =
-0.289499588348619
-0.944774686399173
0.153592904412379
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.470179336816370] [0.452029798308845] [-1.199235763134331]
Columns 4 through 5
[1.394899589370445] [-0.926559418515820]
sigma2 =
Columns 1 through 4
[0.021874068410913] [0.232289204045677] [0.066502232087477] [0.009666034840545]
Column 5
[0.044817472381537]
likelihood error: 0.42074
current f = [-2.6e-08 -7.5e-08 1e-08]
w =
-0.289499337305182
-0.944774719418940
0.153593174481291
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.470181414632475] [0.452030633242338] [-1.199233913889506]
Columns 4 through 5
[1.394899957222381] [-0.926558785134503]
sigma2 =
Columns 1 through 4
[0.021874102701992] [0.232289145505764] [0.066501622737693] [0.009666102457239]
Column 5
[0.044817180295082]
likelihood error: 0.019061
current f = [-2.6e-08 -7.7e-08 1e-08]
w =
-0.289499324873295
-0.944774721100371
0.153593187570733
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.470181515576971] [0.452030672735387] [-1.199233822542554]
Columns 4 through 5
[1.394899975573525] [-0.926558755993615]
sigma2 =
Columns 1 through 4
[0.021874104792759] [0.232289144301518] [0.066501591545096] [0.009666105695880]
Column 5
[0.044817165438764]
likelihood error: 0.00091235
current f = [-2.6e-08 -7.7e-08 1e-08]
w =
-0.289499324873295
-0.944774721100371
0.153593187570733
pic =
Columns 1 through 4
[0.293659428552725] [0.170524649914473] [0.162221546164572] [0.259185982727857]
Column 5
[0.114408392640372]
mu =
Columns 1 through 3
[-0.470181515576971] [0.452030672735387] [-1.199233822542554]
Columns 4 through 5
[1.394899975573525] [-0.926558755993615]
sigma2 =
Columns 1 through 4
[0.021874104792759] [0.232289144301518] [0.066501591545096] [0.009666105695880]
Column 5
[0.044817165438764]
Likelihood error: 355.0077
current f = [-2.7e-08 -7.8e-08 1.1e-08]
w =
-0.288795495922564
-0.944524251531708
0.156432412894010
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.474834929171740] [0.431009935920866] [-1.199611427721490]
Columns 4 through 5
[1.394543714471612] [-0.934620305073442]
sigma2 =
Columns 1 through 4
[0.020601183008099] [0.239013212708640] [0.066529270019247] [0.009740781738051]
Column 5
[0.043682247964689]
likelihood error: 272.0536
current f = [-2.8e-08 -7.9e-08 1.1e-08]
w =
-0.288730260021358
-0.944525719282694
0.156543931731831
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.475615802174400] [0.431434538935416] [-1.199093180921220]
Columns 4 through 5
[1.394634330294871] [-0.934211526415402]
sigma2 =
Columns 1 through 4
[0.020552061266873] [0.238799751461419] [0.066467488282627] [0.009770660513119]
Column 5
[0.043636959895688]
likelihood error: 9.6696
current f = [-2.7e-08 -7.8e-08 1.1e-08]
w =
-0.288726413628718
-0.944526063512067
0.156548948958620
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.475651992502117] [0.431450935145815] [-1.199064294067681]
Columns 4 through 5
[1.394639676667968] [-0.934197095159325]
sigma2 =
Columns 1 through 4
[0.020551579040472] [0.238795514375701] [0.066460102726086] [0.009772069174592]
Column 5
[0.043633038495697]
likelihood error: 0.34549
current f = [-2.8e-08 -8.2e-08 1.2e-08]
w =
-0.288726210857758
-0.944526085644250
0.156549189400085
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.475653756378105] [0.431451667554636] [-1.199062792051131]
Columns 4 through 5
[1.394639965954316] [-0.934196489036554]
sigma2 =
Columns 1 through 4
[0.020551584216430] [0.238795413008834] [0.066459645089598] [0.009772133701719]
Column 5
[0.043632805061847]
likelihood error: 0.015654
current f = [-2.5e-08 -7.4e-08 1e-08]
w =
-0.288726200541332
-0.944526086838663
0.156549201220408
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.475653843656885] [0.431451702550475] [-1.199062715982904]
Columns 4 through 5
[1.394639980813928] [-0.934196460868712]
sigma2 =
Columns 1 through 4
[0.020551584992890] [0.238795409935595] [0.066459620611819] [0.009772136811443]
Column 5
[0.043632792711846]
likelihood error: 0.00075442
current f = [-2.5e-08 -7.4e-08 1e-08]
w =
-0.288726200541332
-0.944526086838663
0.156549201220408
pic =
Columns 1 through 4
[0.291316636145249] [0.174620797633550] [0.161334027258261] [0.259733453254263]
Column 5
[0.112995085708676]
mu =
Columns 1 through 3
[-0.475653843656885] [0.431451702550475] [-1.199062715982904]
Columns 4 through 5
[1.394639980813928] [-0.934196460868712]
sigma2 =
Columns 1 through 4
[0.020551584992890] [0.238795409935595] [0.066459620611819] [0.009772136811443]
Column 5
[0.043632792711846]
Likelihood error: 311.5845
current f = [-3.1e-08 -9.1e-08 1.3e-08]
w =
-0.288276033643527
-0.944260773634204
0.158960749253064
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.479676173085257] [0.411230236169628] [-1.199508947951894]
Columns 4 through 5
[1.394300778274009] [-0.941834902043085]
sigma2 =
Columns 1 through 4
[0.019344082755748] [0.245418201752010] [0.066646995984848] [0.009842636733079]
Column 5
[0.042108906185622]
likelihood error: 249.6955
current f = [-3e-08 -8.6e-08 1.3e-08]
w =
-0.288226720918757
-0.944258758099284
0.159062110830371
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.480326757091752] [0.411593032564810] [-1.199103559715573]
Columns 4 through 5
[1.394367232249317] [-0.941470757782476]
sigma2 =
Columns 1 through 4
[0.019293641136350] [0.245221008445389] [0.066619472245641] [0.009872581704893]
Column 5
[0.042084014979365]
likelihood error: 8.1627
current f = [-2.9e-08 -8.7e-08 1.2e-08]
w =
-0.288223594868441
-0.944258915850262
0.159066838778553
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.480358569058742] [0.411608000425137] [-1.199079645788285]
Columns 4 through 5
[1.394371458842172] [-0.941456664242882]
sigma2 =
Columns 1 through 4
[0.019292693773015] [0.245216123830124] [0.066614291898276] [0.009873995481102]
Column 5
[0.042081190977158]
likelihood error: 0.30887
current f = [-3.1e-08 -8.8e-08 1.3e-08]
w =
-0.288223421692514
-0.944258929535146
0.159067071330289
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.480360175892427] [0.411608692223276] [-1.199078347326943]
Columns 4 through 5
[1.394371699582157] [-0.941456043027161]
sigma2 =
Columns 1 through 4
[0.019292674452739] [0.245215979151694] [0.066613936634018] [0.009874061470163]
Column 5
[0.042081006669340]
likelihood error: 0.014327
current f = [-3e-08 -8.7e-08 1.2e-08]
w =
-0.288223412533633
-0.944258930356313
0.159067083051180
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.480360257821533] [0.411608726103247] [-1.199078279165017]
Columns 4 through 5
[1.394371712457264] [-0.941456013328290]
sigma2 =
Columns 1 through 4
[0.019292674072968] [0.245215973971069] [0.066613916479221] [0.009874064710985]
Column 5
[0.042080996358921]
likelihood error: 0.00070473
current f = [-3e-08 -8.7e-08 1.2e-08]
w =
-0.288223412533633
-0.944258930356313
0.159067083051180
pic =
Columns 1 through 4
[0.288793933265120] [0.178657331477563] [0.160411322819810] [0.260243911519108]
Column 5
[0.111893500918399]
mu =
Columns 1 through 3
[-0.480360257821533] [0.411608726103247] [-1.199078279165017]
Columns 4 through 5
[1.394371712457264] [-0.941456013328290]
sigma2 =
Columns 1 through 4
[0.019292674072968] [0.245215973971069] [0.066613916479221] [0.009874064710985]
Column 5
[0.042080996358921]
Likelihood error: 282.0852
current f = [-3.2e-08 -9.7e-08 1.4e-08]
w =
-0.287920276467877
-0.943996582193240
0.161159446532946
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.483859166662953] [0.392313314587396] [-1.199690950182091]
Columns 4 through 5
[1.394056494641096] [-0.948533523885463]
sigma2 =
Columns 1 through 4
[0.018181793113773] [0.251744680552885] [0.066906520871256] [0.009939375575562]
Column 5
[0.040285154423314]
likelihood error: 227.9594
current f = [-3.3e-08 -9.5e-08 1.3e-08]
w =
-0.287881620659836
-0.943992101400988
0.161254720797502
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.484419723076776] [0.392629669234195] [-1.199359808598109]
Columns 4 through 5
[1.394107642891392] [-0.948204528086227]
sigma2 =
Columns 1 through 4
[0.018131883494798] [0.251564803750225] [0.066898072727857] [0.009969205716598]
Column 5
[0.040274280698747]
likelihood error: 7.048
current f = [-3.4e-08 -1e-07 1.4e-08]
w =
-0.287878982274805
-0.943992106443608
0.161259401391901
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.484448919744256] [0.392643810386043] [-1.199339102104319]
Columns 4 through 5
[1.394111130471115] [-0.948190450008532]
sigma2 =
Columns 1 through 4
[0.018130579092553] [0.251559438698708] [0.066894393238198] [0.009970667830375]
Column 5
[0.040272329520307]
likelihood error: 0.28872
current f = [-3.4e-08 -9.9e-08 1.4e-08]
w =
-0.287878827683478
-0.943992112671447
0.161259640909822
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.484450464774074] [0.392644498329006] [-1.199337920803430]
Columns 4 through 5
[1.394111340394034] [-0.948189788123810]
sigma2 =
Columns 1 through 4
[0.018130537620678] [0.251559251126755] [0.066894110703053] [0.009970738866789]
Column 5
[0.040272186582708]
likelihood error: 0.014018
current f = [-3.4e-08 -1e-07 1.4e-08]
w =
-0.287878819113793
-0.943992113147782
0.161259653419952
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.484450546771005] [0.392644533355664] [-1.199337856016607]
Columns 4 through 5
[1.394111352167216] [-0.948189755047325]
sigma2 =
Columns 1 through 4
[0.018130536083218] [0.251559243521845] [0.066894093541021] [0.009970742474407]
Column 5
[0.040272178012963]
likelihood error: 0.00071495
current f = [-3.4e-08 -1e-07 1.4e-08]
w =
-0.287878819113793
-0.943992113147782
0.161259653419952
pic =
Columns 1 through 4
[0.286203065871723] [0.182611918213603] [0.159433295136726] [0.260707392577175]
Column 5
[0.111044328200773]
mu =
Columns 1 through 3
[-0.484450546771005] [0.392644533355664] [-1.199337856016607]
Columns 4 through 5
[1.394111352167216] [-0.948189755047325]
sigma2 =
Columns 1 through 4
[0.018130536083218] [0.251559243521845] [0.066894093541021] [0.009970742474407]
Column 5
[0.040272178012963]
Likelihood error: 258.1821
current f = [-3.9e-08 -1.1e-07 1.6e-08]
w =
-0.287656922373574
-0.943743933731245
0.163097769932067
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.487515556284549] [0.374359731677937] [-1.200183398172204]
Columns 4 through 5
[1.393823200268610] [-0.954614304489297]
sigma2 =
Columns 1 through 4
[0.017135580973063] [0.257995322950974] [0.067241108639753] [0.010030425418444]
Column 5
[0.038318594155829]
likelihood error: 205.1906
current f = [-3.9e-08 -1.1e-07 1.7e-08]
w =
-0.287625597808770
-0.943737757272015
0.163188728119037
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.488009398012020] [0.374638332633420] [-1.199903205195006]
Columns 4 through 5
[1.393864352812203] [-0.954315381284819]
sigma2 =
Columns 1 through 4
[0.017087703906670] [0.257833870617368] [0.067242383782601] [0.010059820272987]
Column 5
[0.038316900322922]
likelihood error: 6.0703
current f = [-3.9e-08 -1.1e-07 1.6e-08]
w =
-0.287623312738791
-0.943737632641382
0.163193476298508
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.488036865785345] [0.374651882950459] [-1.199884712445511]
Columns 4 through 5
[1.393867324712722] [-0.954301256953260]
sigma2 =
Columns 1 through 4
[0.017086136847531] [0.257828224934637] [0.067239749764478] [0.010061344338517]
Column 5
[0.038315642336673]
likelihood error: 0.27164
current f = [-3.9e-08 -1.1e-07 1.7e-08]
w =
-0.287623171031159
-0.943737631690134
0.163193731554448
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.488038397742406] [0.374652583671831] [-1.199883602311543]
Columns 4 through 5
[1.393867513434720] [-0.954300543578529]
sigma2 =
Columns 1 through 4
[0.017086075127461] [0.257827998015456] [0.067239522763349] [0.010061422535501]
Column 5
[0.038315535794633]
likelihood error: 0.014004
current f = [-3.8e-08 -1.1e-07 1.6e-08]
w =
-0.287623162764909
-0.943737631799447
0.163193745491256
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.488038482949148] [0.374652621151548] [-1.199883538437005]
Columns 4 through 5
[1.393867524564370] [-0.954300505929969]
sigma2 =
Columns 1 through 4
[0.017086072378204] [0.257827987765577] [0.067239507952961] [0.010061426692643]
Column 5
[0.038315528872018]
likelihood error: 0.00074985
current f = [-3.8e-08 -1.1e-07 1.6e-08]
w =
-0.287623162764909
-0.943737631799447
0.163193745491256
pic =
Columns 1 through 4
[0.283637962431324] [0.186459668519238] [0.158391032131446] [0.261119678230342]
Column 5
[0.110391658687651]
mu =
Columns 1 through 3
[-0.488038482949148] [0.374652621151548] [-1.199883538437005]
Columns 4 through 5
[1.393867524564370] [-0.954300505929969]
sigma2 =
Columns 1 through 4
[0.017086072378204] [0.257827987765577] [0.067239507952961] [0.010061426692643]
Column 5
[0.038315528872018]
Likelihood error: 235.3109
current f = [-4.5e-08 -1.3e-07 2e-08]
w =
-0.287444349669069
-0.943510563890197
0.164813718093607
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.490738789670382] [0.357433991790409] [-1.200994969404186]
Columns 4 through 5
[1.393607450265002] [-0.960024390613670]
sigma2 =
Columns 1 through 4
[0.016215981165867] [0.264167271065808] [0.067594699039037] [0.010115339137934]
Column 5
[0.036306575133263]
likelihood error: 181.24
current f = [-4.5e-08 -1.3e-07 1.9e-08]
w =
-0.287418306120611
-0.943503330127466
0.164900525608754
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.491178168677759] [0.357679387876079] [-1.200752449553320]
Columns 4 through 5
[1.393641693940952] [-0.959753435327706]
sigma2 =
Columns 1 through 4
[0.016171310575289] [0.264025100904271] [0.067600123883638] [0.010143811421299]
Column 5
[0.036310595833815]
likelihood error: 5.122
current f = [-4.4e-08 -1.3e-07 1.9e-08]
w =
-0.287416301908513
-0.943503097327338
0.164905350828436
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.491204189090043] [0.357692335512993] [-1.200735683514784]
Columns 4 through 5
[1.393644274820682] [-0.959739402647172]
sigma2 =
Columns 1 through 4
[0.016169573899954] [0.264019399798262] [0.067598234534342] [0.010145382957265]
Column 5
[0.036309886241937]
likelihood error: 0.25014
current f = [-4.4e-08 -1.3e-07 1.9e-08]
w =
-0.287416170881537
-0.943503089402070
0.164905624541543
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.491205720306132] [0.357693049147346] [-1.200734626794402]
Columns 4 through 5
[1.393644446783744] [-0.959738641422433]
sigma2 =
Columns 1 through 4
[0.016169494676809] [0.264019141543201] [0.067598052850877] [0.010145468642641]
Column 5
[0.036309812547475]
likelihood error: 0.013765
current f = [-4.5e-08 -1.3e-07 1.9e-08]
w =
-0.287416162840577
-0.943503089107861
0.164905640239558
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.491205809811961] [0.357693089441965] [-1.200734562972479]
Columns 4 through 5
[1.393644457435786] [-0.959738598833438]
sigma2 =
Columns 1 through 4
[0.016169490707627] [0.264019128701266] [0.067598040147773] [0.010145473443637]
Column 5
[0.036309807291608]
likelihood error: 0.00077862
current f = [-4.5e-08 -1.3e-07 1.9e-08]
w =
-0.287416162840577
-0.943503089107861
0.164905640239558
pic =
Columns 1 through 4
[0.281172772105375] [0.190175429762583] [0.157287781818177] [0.261479962379044]
Column 5
[0.109884053934821]
mu =
Columns 1 through 3
[-0.491205809811961] [0.357693089441965] [-1.200734562972479]
Columns 4 through 5
[1.393644457435786] [-0.959738598833438]
sigma2 =
Columns 1 through 4
[0.016169490707627] [0.264019128701266] [0.067598040147773] [0.010145473443637]
Column 5
[0.036309807291608]
Likelihood error: 211.5473
current f = [-5e-08 -1.5e-07 2.1e-08]
w =
-0.287260052508479
-0.943301127796121
0.166326920648473
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.493592540812795] [0.341573873118987] [-1.202114134032264]
Columns 4 through 5
[1.393412394507341] [-0.964752720233647]
sigma2 =
Columns 1 through 4
[0.015424880973247] [0.270252635844498] [0.067921305500189] [0.010193622079471]
Column 5
[0.034329593856997]
likelihood error: 156.813
current f = [-5e-08 -1.5e-07 2.2e-08]
w =
-0.287238038119262
-0.943293395061192
0.166408774685519
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.493983162061573] [0.341788418622202] [-1.201902116042072]
Columns 4 through 5
[1.393441481784115] [-0.964509328536077]
sigma2 =
Columns 1 through 4
[0.015384274143758] [0.270130084079063] [0.067927710419721] [0.010220595063090]
Column 5
[0.034336874563587]
likelihood error: 4.1853
current f = [-5.1e-08 -1.5e-07 2.2e-08]
w =
-0.287236277689708
-0.943293078806042
0.166413605983995
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.494007638204255] [0.341800609179973] [-1.201886896228524]
Columns 4 through 5
[1.393443738297105] [-0.964495657941066]
sigma2 =
Columns 1 through 4
[0.015382461379714] [0.270124555952346] [0.067926358179324] [0.010222177955012]
Column 5
[0.034336587266290]
likelihood error: 0.22154
current f = [-5e-08 -1.5e-07 2.2e-08]
w =
-0.287236157188624
-0.943293064499501
0.166413895067912
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.494009153948940] [0.341801323480713] [-1.201885893704584]
Columns 4 through 5
[1.393443894901125] [-0.964494865356338]
sigma2 =
Columns 1 through 4
[0.015382368774156] [0.270124278546602] [0.067926214885861] [0.010222269641691]
Column 5
[0.034336542733802]
likelihood error: 0.012991
current f = [-5.1e-08 -1.5e-07 2.2e-08]
w =
-0.287236149435429
-0.943293063785960
0.166413912494809
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.494009246985667] [0.341801366051529] [-1.201885830298391]
Columns 4 through 5
[1.393443905051107] [-0.964494818408443]
sigma2 =
Columns 1 through 4
[0.015382363692259] [0.270124263537359] [0.067926204215211] [0.010222275062884]
Column 5
[0.034336539153854]
likelihood error: 0.00077669
current f = [-5.1e-08 -1.5e-07 2.2e-08]
w =
-0.287236149435429
-0.943293063785960
0.166413912494809
pic =
Columns 1 through 4
[0.278861688278759] [0.193736076217004] [0.156137299676972] [0.261789375579169]
Column 5
[0.109475560248095]
mu =
Columns 1 through 3
[-0.494009246985667] [0.341801366051529] [-1.201885830298391]
Columns 4 through 5
[1.393443905051107] [-0.964494818408443]
sigma2 =
Columns 1 through 4
[0.015382363692259] [0.270124263537359] [0.067926204215211] [0.010222275062884]
Column 5
[0.034336539153854]
Likelihood error: 186.6266
current f = [-5.4e-08 -1.6e-07 2.4e-08]
w =
-0.287093134390176
-0.943117994631509
0.167648383199455
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496119992449808] [0.326794850039622] [-1.203511097229111]
Columns 4 through 5
[1.393239202312038] [-0.968820618958584]
sigma2 =
Columns 1 through 4
[0.014757648329283] [0.276239194971178] [0.068185321370271] [0.010264750581504]
Column 5
[0.032447644126634]
likelihood error: 132.985
current f = [-5.6e-08 -1.6e-07 2.4e-08]
w =
-0.287074372365572
-0.943110245452958
0.167724087875609
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496464347679475] [0.326980081428151] [-1.203325757907236]
Columns 4 through 5
[1.393264132065249] [-0.968604993402866]
sigma2 =
Columns 1 through 4
[0.014721642010311] [0.276135908038279] [0.068191040937551] [0.010289667850845]
Column 5
[0.032456447793581]
likelihood error: 3.2911
current f = [-5.5e-08 -1.7e-07 2.4e-08]
w =
-0.287072835781868
-0.943109874106935
0.167728805872151
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496487000450503] [0.326991311263491] [-1.203312059573513]
Columns 4 through 5
[1.393266100270103] [-0.968592010256210]
sigma2 =
Columns 1 through 4
[0.014719841689506] [0.276130755289443] [0.068190075490524] [0.010291214325951]
Column 5
[0.032456467378574]
likelihood error: 0.18699
current f = [-5.5e-08 -1.6e-07 2.4e-08]
w =
-0.287072726547927
-0.943109854588855
0.167729102575705
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496488469460287] [0.326992006855462] [-1.203311122083194]
Columns 4 through 5
[1.393266241442714] [-0.968591211654006]
sigma2 =
Columns 1 through 4
[0.014719740972967] [0.276130473239855] [0.068189964814757] [0.010291309077377]
Column 5
[0.032456447350443]
likelihood error: 0.011621
current f = [-5.6e-08 -1.7e-07 2.5e-08]
w =
-0.287072719218995
-0.943109853484881
0.167729121326862
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496488563810511] [0.326992050455144] [-1.203311060258910]
Columns 4 through 5
[1.393266250964460] [-0.968591161798966]
sigma2 =
Columns 1 through 4
[0.014719735020009] [0.276130456826294] [0.068189956113719] [0.010291314972942]
Column 5
[0.032456445354179]
likelihood error: 0.00073165
current f = [-5.6e-08 -1.7e-07 2.5e-08]
w =
-0.287072719218995
-0.943109853484881
0.167729121326862
pic =
Columns 1 through 4
[0.276740111558542] [0.197122506826493] [0.154960448904055] [0.262050163108664]
Column 5
[0.109126769602246]
mu =
Columns 1 through 3
[-0.496488563810511] [0.326992050455144] [-1.203311060258910]
Columns 4 through 5
[1.393266250964460] [-0.968591161798966]
sigma2 =
Columns 1 through 4
[0.014719735020009] [0.276130456826294] [0.068189956113719] [0.010291314972942]
Column 5
[0.032456445354179]
Likelihood error: 161.2336
current f = [-6.1e-08 -1.8e-07 2.7e-08]
w =
-0.286939160803453
-0.942961724797364
0.168787154623269
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498352288811169] [0.313092339191571] [-1.205142739173241]
Columns 4 through 5
[1.393087876319021] [-0.972271991942781]
sigma2 =
Columns 1 through 4
[0.014205060939649] [0.282111075216218] [0.068361918177708] [0.010328273889623]
Column 5
[0.030699790923036]
likelihood error: 110.8249
current f = [-6.1e-08 -1.8e-07 2.7e-08]
w =
-0.286923139202959
-0.942954347853168
0.168855589353650
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498651947460436] [0.313249836488975] [-1.204981773495891]
Columns 4 through 5
[1.393109259771069] [-0.972084110406173]
sigma2 =
Columns 1 through 4
[0.014173875455793] [0.282025982054867] [0.068366203018172] [0.010350698448958]
Column 5
[0.030708910158074]
likelihood error: 2.4852
current f = [-6e-08 -1.8e-07 2.6e-08]
w =
-0.286921812176575
-0.942953950788688
0.168860061561492
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498672475600159] [0.313259926608224] [-1.204969619352553]
Columns 4 through 5
[1.393110962698021] [-0.972072119092792]
sigma2 =
Columns 1 through 4
[0.014172162942811] [0.282021355633612] [0.068365511915085] [0.010352160200971]
Column 5
[0.030709132570152]
likelihood error: 0.14998
current f = [-6e-08 -1.8e-07 2.7e-08]
w =
-0.286921715013447
-0.942953927706647
0.168860355553285
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498673861243305] [0.313260582700155] [-1.204968760535565]
Columns 4 through 5
[1.393111087995747] [-0.972071342922349]
sigma2 =
Columns 1 through 4
[0.014172059786944] [0.282021083123663] [0.068365428333186] [0.010352254337409]
Column 5
[0.030709131484245]
likelihood error: 0.0098049
current f = [-6.2e-08 -1.8e-07 2.7e-08]
w =
-0.286921708258428
-0.942953926290086
0.168860374941626
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498673953899311] [0.313260625714641] [-1.204968701796973]
Columns 4 through 5
[1.393111096736853] [-0.972071292168833]
sigma2 =
Columns 1 through 4
[0.014172053304800] [0.282021066252535] [0.068365421469582] [0.010352260469933]
Column 5
[0.030709130852282]
likelihood error: 0.00064642
current f = [-6.2e-08 -1.8e-07 2.7e-08]
w =
-0.286921708258428
-0.942953926290086
0.168860374941626
pic =
Columns 1 through 4
[0.274826815725431] [0.200321011154542] [0.153781071156452] [0.262265282125153]
Column 5
[0.108805819838420]
mu =
Columns 1 through 3
[-0.498673953899311] [0.313260625714641] [-1.204968701796973]
Columns 4 through 5
[1.393111096736853] [-0.972071292168833]
sigma2 =
Columns 1 through 4
[0.014172053304800] [0.282021066252535] [0.068365421469582] [0.010352260469933]
Column 5
[0.030709130852282]
Likelihood error: 136.4754
current f = [-6.5e-08 -1.9e-07 2.9e-08]
w =
-0.286796841423277
-0.942831435658797
0.169754103586686
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500314980717698] [0.300443664826738] [-1.206958661366496]
Columns 4 through 5
[1.392957697692049] [-0.975164324825097]
sigma2 =
Columns 1 through 4
[0.013755000006799] [0.287849531961862] [0.068436939613114] [0.010383928785591]
Column 5
[0.029106413063084]
likelihood error: 91.1313
current f = [-6.5e-08 -1.9e-07 2.9e-08]
w =
-0.286783185554446
-0.942824707885982
0.169814530250731
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500571920592427] [0.300575458644094] [-1.206820202609327]
Columns 4 through 5
[1.392975970929246] [-0.975003452682019]
sigma2 =
Columns 1 through 4
[0.013728569247454] [0.287780953951269] [0.068439576577062] [0.010403604554906]
Column 5
[0.029115054698684]
likelihood error: 1.8048
current f = [-6.7e-08 -1.9e-07 3e-08]
w =
-0.286782053377571
-0.942824311723550
0.169818641747242
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500590109533261] [0.300584300335000] [-1.206809595701209]
Columns 4 through 5
[1.392977428588412] [-0.974992679560816]
sigma2 =
Columns 1 through 4
[0.013727000175998] [0.287776940084340] [0.068439075333176] [0.010404942046377]
Column 5
[0.029115391973105]
likelihood error: 0.11448
current f = [-6.4e-08 -1.9e-07 2.8e-08]
w =
-0.286781968665153
-0.942824286911096
0.169818922562922
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500591379447612] [0.300584899519514] [-1.206808826684584]
Columns 4 through 5
[1.392977537859559] [-0.974991951623523]
sigma2 =
Columns 1 through 4
[0.013726899765722] [0.287776688597497] [0.068439013465433] [0.010405031959183]
Column 5
[0.029115404019274]
likelihood error: 0.0078116
current f = [-6.5e-08 -1.9e-07 2.9e-08]
w =
-0.286781962602069
-0.942824285293628
0.169818941782063
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500591467360721] [0.300584940357295] [-1.206808772444928]
Columns 4 through 5
[1.392977545696088] [-0.974991902094539]
sigma2 =
Columns 1 through 4
[0.013726893129303] [0.287776672195530] [0.068439008224199] [0.010405038055088]
Column 5
[0.029115404439885]
likelihood error: 0.00053578
current f = [-6.5e-08 -1.9e-07 2.9e-08]
w =
-0.286781962602069
-0.942824285293628
0.169818941782063
pic =
Columns 1 through 4
[0.273126764000214] [0.203323800701557] [0.152622120320607] [0.262438221606147]
Column 5
[0.108489093371473]
mu =
Columns 1 through 3
[-0.500591467360721] [0.300584940357295] [-1.206808772444928]
Columns 4 through 5
[1.392977545696088] [-0.974991902094539]
sigma2 =
Columns 1 through 4
[0.013726893129303] [0.287776672195530] [0.068439008224199] [0.010405038055088]
Column 5
[0.029115404439885]
Likelihood error: 113.4706
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286666097365162
-0.942725160781528
0.170563242969421
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502031987833021] [0.288810561801396] [-1.208906879182687]
Columns 4 through 5
[1.392847463419655] [-0.977561210565171]
sigma2 =
Columns 1 through 4
[0.013393919624378] [0.293434017335485] [0.068406030168022] [0.010431718568913]
Column 5
[0.027673098576002]
likelihood error: 74.309
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286654500656953
-0.942719243483400
0.170615430780971
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502249113333668] [0.288919187721278] [-1.208788994486103]
Columns 4 through 5
[1.392862993881457] [-0.977425764236780]
sigma2 =
Columns 1 through 4
[0.013371949366223] [0.293379872950690] [0.068407102859060] [0.010448584514259]
Column 5
[0.027680799741696]
likelihood error: 1.2653
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286653546084089
-0.942718869063694
0.170619103356165
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502264885762655] [0.288926757640040] [-1.208779888368075]
Columns 4 through 5
[1.392864227696530] [-0.977416330319273]
sigma2 =
Columns 1 through 4
[0.013370557145801] [0.293376494541111] [0.068406729437579] [0.010449772293683]
Column 5
[0.027681183989508]
likelihood error: 0.083531
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286653473609509
-0.942718844214558
0.170619362417417
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502266017951305] [0.288927288692353] [-1.208779214909972]
Columns 4 through 5
[1.392864321360269] [-0.977415669716226]
sigma2 =
Columns 1 through 4
[0.013370463510739] [0.293376271529590] [0.068406684305372] [0.010449855094586]
Column 5
[0.027681203877010]
likelihood error: 0.0059043
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286653468302166
-0.942718842516783
0.170619380714858
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502266098642606] [0.288927326091761] [-1.208779166197341]
Columns 4 through 5
[1.392864328225901] [-0.977415623243073]
sigma2 =
Columns 1 through 4
[0.013370457059452] [0.293376256336155] [0.068406680417516] [0.010449860901866]
Column 5
[0.027681205010045]
likelihood error: 0.00041856
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286653468302166
-0.942718842516783
0.170619380714858
pic =
Columns 1 through 4
[0.271634228040772] [0.206128740983850] [0.151502801230907] [0.262572903710740]
Column 5
[0.108161326033730]
mu =
Columns 1 through 3
[-0.502266098642606] [0.288927326091761] [-1.208779166197341]
Columns 4 through 5
[1.392864328225901] [-0.977415623243073]
sigma2 =
Columns 1 through 4
[0.013370457059452] [0.293376256336155] [0.068406680417516] [0.010449860901866]
Column 5
[0.027681205010045]
Likelihood error: 93.0589
current f = [-6.8e-08 -2e-07 3e-08]
w =
-0.286547084449096
-0.942640225593480
0.171231344934783
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503527319438493] [0.278142296142712] [-1.210938276928977]
Columns 4 through 5
[1.392755622257006] [-0.979526774550118]
sigma2 =
Columns 1 through 4
[0.013108063433847] [0.298843560456535] [0.068273026323635] [0.010471933039474]
Column 5
[0.026395085069607]
likelihood error: 60.3853
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286537276830813
-0.942635177302741
0.171275542618353
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503708414942659] [0.278230635518893] [-1.210838842607500]
Columns 4 through 5
[1.392768749984106] [-0.979414453629189]
sigma2 =
Columns 1 through 4
[0.013090106367968] [0.298801600698106] [0.068272767031791] [0.010486097279848]
Column 5
[0.026401636545032]
likelihood error: 0.86132
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286536480330845
-0.942634838363745
0.171278740490346
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503721831431421] [0.278236986635100] [-1.210831139329100]
Columns 4 through 5
[1.392769783643161] [-0.979406376245500]
sigma2 =
Columns 1 through 4
[0.013088903895410] [0.298798829961987] [0.068272477737135] [0.010487124922868]
Column 5
[0.026402020717437]
likelihood error: 0.05863
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286536419343394
-0.942634814801595
0.171278972192253
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503722816233067] [0.278237445112034] [-1.210830561252068]
Columns 4 through 5
[1.392769862689720] [-0.979405793786317]
sigma2 =
Columns 1 through 4
[0.013088819627188] [0.298798638726771] [0.068272445046637] [0.010487198770311]
Column 5
[0.026402044201494]
likelihood error: 0.004262
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286536414799127
-0.942634813130197
0.171278988992988
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503722888118812] [0.278237478292017] [-1.210830518589178]
Columns 4 through 5
[1.392769868581301] [-0.979405751661211]
sigma2 =
Columns 1 through 4
[0.013088813619228] [0.298798625212475] [0.068272442231122] [0.010487204098628]
Column 5
[0.026402045737135]
likelihood error: 0.00031037
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286536414799127
-0.942634813130197
0.171278988992988
pic =
Columns 1 through 4
[0.270335903884531] [0.208738512101560] [0.150437046714354] [0.262673583160872]
Column 5
[0.107814954138684]
mu =
Columns 1 through 3
[-0.503722888118812] [0.278237478292017] [-1.210830518589178]
Columns 4 through 5
[1.392769868581301] [-0.979405751661211]
sigma2 =
Columns 1 through 4
[0.013088813619228] [0.298798625212475] [0.068272442231122] [0.010487204098628]
Column 5
[0.026402045737135]
Likelihood error: 75.6642
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286439791699241
-0.942573610760106
0.171776698161716
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504825242725588] [0.268379146460475] [-1.213009492112967]
Columns 4 through 5
[1.392680375058232] [-0.981122039209844]
sigma2 =
Columns 1 through 4
[0.012884377729750] [0.304058274885530] [0.068047848945171] [0.010505112291816]
Column 5
[0.025261356588549]
likelihood error: 49.1152
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286431528463695
-0.942569411445288
0.171813515507411
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504974640544664] [0.268450190250890] [-1.212926263857057]
Columns 4 through 5
[1.392691420916991] [-0.981030097054963]
sigma2 =
Columns 1 through 4
[0.012869908570882] [0.304026291804116] [0.068046547707438] [0.010516803688110]
Column 5
[0.025266728270386]
likelihood error: 0.57301
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286430869480700
-0.942569114966190
0.171816240564655
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504985869283605] [0.268455429800908] [-1.212919827418669]
Columns 4 through 5
[1.392692279422821] [-0.981023310892752]
sigma2 =
Columns 1 through 4
[0.012868892688154] [0.304024067858215] [0.068046313303466] [0.010517673510958]
Column 5
[0.025267083758869]
likelihood error: 0.039857
current f = [-6.8e-08 -2e-07 3.1e-08]
w =
-0.286430818857257
-0.942569093556900
0.171816442407202
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504986708104944] [0.268455817029521] [-1.212919339588892]
Columns 4 through 5
[1.392692345261237] [-0.981022809643801]
sigma2 =
Columns 1 through 4
[0.012868819010558] [0.304023908299937] [0.068046289593719] [0.010517737619462]
Column 5
[0.025267107817502]
likelihood error: 0.0029597
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286430815037773
-0.942569091991275
0.171816457363542
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504986770532090] [0.268455845689459] [-1.212919303020386]
Columns 4 through 5
[1.392692350228320] [-0.981022772558179]
sigma2 =
Columns 1 through 4
[0.012868813607321] [0.304023896669957] [0.068046287591691] [0.010517742355221]
Column 5
[0.025267109510945]
likelihood error: 0.00022017
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286430815037773
-0.942569091991275
0.171816457363542
pic =
Columns 1 through 4
[0.269213776472894] [0.211159491629489] [0.149433251341205] [0.262744713001966]
Column 5
[0.107448767554446]
mu =
Columns 1 through 3
[-0.504986770532090] [0.268455845689459] [-1.212919303020386]
Columns 4 through 5
[1.392692350228320] [-0.981022772558179]
sigma2 =
Columns 1 through 4
[0.012868813607321] [0.304023896669957] [0.068046287591691] [0.010517742355221]
Column 5
[0.025267109510945]
Likelihood error: 61.3098
current f = [-6.6e-08 -2e-07 3e-08]
w =
-0.286343935292514
-0.942522260390964
0.172217709281194
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.505949668562823] [0.259455903547596] [-1.215084317718000]
Columns 4 through 5
[1.392619771016055] [-0.982402950651700]
sigma2 =
Columns 1 through 4
[0.012711098589425] [0.309060725078062] [0.067744244589878] [0.010531974785893]
Column 5
[0.024257889502215]
likelihood error: 40.1122
current f = [-6.7e-08 -2e-07 3e-08]
w =
-0.286336994851313
-0.942518838976737
0.172247971119642
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.506071855799098] [0.259512535820261] [-1.215015060423481]
Columns 4 through 5
[1.392629032859418] [-0.982328484696968]
sigma2 =
Columns 1 through 4
[0.012699576317230] [0.309036700196725] [0.067742194003441] [0.010541490088252]
Column 5
[0.024262163104707]
likelihood error: 0.37519
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286336453172240
-0.942518586559521
0.172250252760257
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.506081131348995] [0.259516800670456] [-1.215009734969582]
Columns 4 through 5
[1.392629741062579] [-0.982322870318485]
sigma2 =
Columns 1 through 4
[0.012698733170610] [0.309034945953960] [0.067741995965781] [0.010542213353827]
Column 5
[0.024262475569486]
likelihood error: 0.026426
current f = [-6.9e-08 -2e-07 3.1e-08]
w =
-0.286336411602501
-0.942518567741514
0.172250424831037
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.506081833701414] [0.259517121995209] [-1.215009328942782]
Columns 4 through 5
[1.392629795323336] [-0.982322447390408]
sigma2 =
Columns 1 through 4
[0.012698670221988] [0.309034815684371] [0.067741978602642] [0.010542267797372]
Column 5
[0.024262498304376]
likelihood error: 0.0019916
current f = [-6.7e-08 -2e-07 3.1e-08]
w =
-0.286336408439642
-0.942518566330442
0.172250437809852
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.506081886787775] [0.259517146219329] [-1.215009298147578]
Columns 4 through 5
[1.392629799451071] [-0.982322415511212]
sigma2 =
Columns 1 through 4
[0.012698665496231] [0.309034805934586] [0.067741977196436] [0.010542271898200]
Column 5
[0.024262499985103]
likelihood error: 0.00015057
current f = [-6.7e-08 -2e-07 3.1e-08]
w =
-0.286336408439642
-0.942518566330442
0.172250437809852
pic =
Columns 1 through 4
[0.268247549594959] [0.213400610875312] [0.148494905338424] [0.262790781831678]
Column 5
[0.107066152359625]
mu =
Columns 1 through 3
[-0.506081886787775] [0.259517146219329] [-1.215009298147578]
Columns 4 through 5
[1.392629799451071] [-0.982322415511212]
sigma2 =
Columns 1 through 4
[0.012698665496231] [0.309034805934586] [0.067741977196436] [0.010542271898200]
Column 5
[0.024262499985103]
Likelihood error: 49.7312
current f = [-6.4e-08 -1.9e-07 3e-08]
w =
-0.286258979365936
-0.942483306164032
0.172571765755083
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.506923347315022] [0.251305076001239] [-1.217133953966324]
Columns 4 through 5
[1.392571805932318] [-0.983419598635851]
sigma2 =
Columns 1 through 4
[0.012578041842459] [0.313836940561675] [0.067377712946198] [0.010553334498073]
Column 5
[0.023369908206189]
likelihood error: 32.9558
current f = [-6.6e-08 -1.9e-07 3e-08]
w =
-0.286253163533692
-0.942480565044143
0.172596381428908
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.507022640840398] [0.251349922844394] [-1.217076557120815]
Columns 4 through 5
[1.392579553336971] [-0.983359786902008]
sigma2 =
Columns 1 through 4
[0.012568953325441] [0.313819126540402] [0.067375176534676] [0.010560993335539]
Column 5
[0.023373223256813]
likelihood error: 0.2435
current f = [-6.6e-08 -1.9e-07 3e-08]
w =
-0.286252720330615
-0.942480354628364
0.172598265472944
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.507030225867889] [0.251353358771996] [-1.217072183190310]
Columns 4 through 5
[1.392580134658230] [-0.983355197685498]
sigma2 =
Columns 1 through 4
[0.012568263246271] [0.313817761713646] [0.067375003729923] [0.010561586387235]
Column 5
[0.023373488159661]
likelihood error: 0.017201
current f = [-6.6e-08 -1.9e-07 3e-08]
w =
-0.286252686470752
-0.942480338506778
0.172598409661802
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.507030806080561] [0.251353621769850] [-1.217071848858593]
Columns 4 through 5
[1.392580179017765] [-0.983354846363370]
sigma2 =
Columns 1 through 4
[0.012568210428094] [0.313817657122614] [0.067374990797748] [0.010561631825177]
Column 5
[0.023373508556651]
likelihood error: 0.0013073
current f = [-6.6e-08 -1.9e-07 3e-08]
w =
-0.286252683881620
-0.942480337272325
0.172598420696607
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.507030850475282] [0.251353641898173] [-1.217071823285969]
Columns 4 through 5
[1.392580182409499] [-0.983354819474639]
sigma2 =
Columns 1 through 4
[0.012568206384434] [0.313817649112443] [0.067374989816170] [0.010561635303249]
Column 5
[0.023373510120579]
likelihood error: 9.9962e-05
current f = [-6.6e-08 -1.9e-07 3e-08]
w =
-0.286252683881620
-0.942480337272325
0.172598420696607
pic =
Columns 1 through 4
[0.267416534724192] [0.215472345217902] [0.147621692065255] [0.262816145488060]
Column 5
[0.106673282504591]
mu =
Columns 1 through 3
[-0.507030850475282] [0.251353641898173] [-1.217071823285969]
Columns 4 through 5
[1.392580182409499] [-0.983354819474639]
sigma2 =
Columns 1 through 4
[0.012568206384434] [0.313817649112443] [0.067374989816170] [0.010561635303249]
Column 5
[0.023373510120579]
Likelihood error: 40.516
current f = [-6.3e-08 -1.9e-07 2.9e-08]
w =
-0.286184198877859
-0.942454201953428
0.172854509730765
pic =
Columns 1 through 4
[0.266700975760540] [0.217385911363228] [0.146810682932730] [0.262824878121419]
Column 5
[0.106277551822084]
mu =
Columns 1 through 3
[-0.507767209071107] [0.243859574962744] [-1.219136512377927]
Columns 4 through 5
[1.392534515207874] [-0.984216151630293]
sigma2 =
Columns 1 through 4
[0.012476662891335] [0.318376986867040] [0.066963851410581] [0.010570026250490]
Column 5
[0.022583257668488]
likelihood error: 27.2575
current f = [-6.3e-08 -1.9e-07 2.9e-08]
w =
-0.286179332999792
-0.942452035406649
0.172874377288700
pic =
Columns 1 through 4
[0.266700975760540] [0.217385911363228] [0.146810682932730] [0.262824878121419]
Column 5
[0.106277551822084]
mu =
Columns 1 through 3
[-0.507847543594604] [0.243894925274494] [-1.219089064708917]
Columns 4 through 5
[1.392540986555262] [-0.984168408898475]
sigma2 =
Columns 1 through 4
[0.012469548298839] [0.318363933462740] [0.066961048247398] [0.010576139122673]
Column 5
[0.022585773262937]
likelihood error: 0.15773
current f = [-6.5e-08 -1.9e-07 3e-08]
w =
-0.286178971441875
-0.942451862831228
0.172875916633080
pic =
Columns 1 through 4
[0.266700975760540] [0.217385911363228] [0.146810682932730] [0.262824878121419]
Column 5
[0.106277551822084]
mu =
Columns 1 through 3
[-0.507853700149712] [0.243897672607206] [-1.219085490812024]
Columns 4 through 5
[1.392541462154641] [-0.984164691817509]
sigma2 =
Columns 1 through 4
[0.012468989536903] [0.318362882871941] [0.066960894282159] [0.010576620251390]
Column 5
[0.022585992041069]
likelihood error: 0.011061
current f = [-6.4e-08 -1.9e-07 2.9e-08]
w =
-0.286178944019393
-0.942451849287660
0.172876035862458
pic =
Columns 1 through 4
[0.266700975760540] [0.217385911363228] [0.146810682932730] [0.262824878121419]
Column 5
[0.106277551822084]
mu =
Columns 1 through 3
[-0.507854174584004] [0.243897885656634] [-1.219085217705689]
Columns 4 through 5
[1.392541498209463] [-0.984164403448853]
sigma2 =
Columns 1 through 4
[0.012468945830789] [0.318362799944773] [0.066960884434607] [0.010576657668791]
Column 5
[0.022586009703385]
likelihood error: 0.00084184
current f = [-6.4e-08 -1.9e-07 2.9e-08]
w =
-0.286178944019393
-0.942451849287660
0.172876035862458
pic =
Columns 1 through 4
[0.266700975760540] [0.217385911363228] [0.146810682932730] [0.262824878121419]
Column 5
[0.106277551822084]
mu =
Columns 1 through 3
[-0.507854174584004] [0.243897885656634] [-1.219085217705689]
Columns 4 through 5
[1.392541498209463] [-0.984164403448853]
sigma2 =
Columns 1 through 4
[0.012468945830789] [0.318362799944773] [0.066960884434607] [0.010576657668791]
Column 5
[0.022586009703385]
Likelihood error: 33.2179
current f = [-6e-08 -1.8e-07 2.7e-08]
w =
-0.286118750113456
-0.942432783061521
0.173079491118033
pic =
Columns 1 through 4
[0.266082868477738] [0.219152677542175] [0.146057393944805] [0.262820657268958]
Column 5
[0.105886402766324]
mu =
Columns 1 through 3
[-0.508499953604952] [0.237054776860697] [-1.221076133416716]
Columns 4 through 5
[1.392506054173346] [-0.984831155396550]
sigma2 =
Columns 1 through 4
[0.012399967488890] [0.322675133855471] [0.066517208073488] [0.010582848118280]
Column 5
[0.021885106443638]
likelihood error: 22.6915
current f = [-6.1e-08 -1.8e-07 2.8e-08]
w =
-0.286114682321336
-0.942431089179346
0.173095438153788
pic =
Columns 1 through 4
[0.266082868477738] [0.219152677542175] [0.146057393944805] [0.262820657268958]
Column 5
[0.105886402766324]
mu =
Columns 1 through 3
[-0.508564776586049] [0.237082560973205] [-1.221036957136354]
Columns 4 through 5
[1.392511456452609] [-0.984793213731773]
sigma2 =
Columns 1 through 4
[0.012394431230318] [0.322665676021603] [0.066514308475905] [0.010587697314737]
Column 5
[0.021886977502975]
likelihood error: 0.10265
current f = [-6.2e-08 -1.8e-07 2.9e-08]
w =
-0.286114387816658
-0.942430949373002
0.173096686130821
pic =
Columns 1 through 4
[0.266082868477738] [0.219152677542175] [0.146057393944805] [0.262820657268958]
Column 5
[0.105886402766324]
mu =
Columns 1 through 3
[-0.508569747990781] [0.237084746341525] [-1.221034046494306]
Columns 4 through 5
[1.392511844841924] [-0.984790222990754]
sigma2 =
Columns 1 through 4
[0.012393982431784] [0.322664873860131] [0.066514169775513] [0.010588084604950]
Column 5
[0.021887154733715]
likelihood error: 0.0070656
current f = [-6.1e-08 -1.8e-07 2.8e-08]
w =
-0.286114365689324
-0.942430938161782
0.173096783745265
pic =
Columns 1 through 4
[0.266082868477738] [0.219152677542175] [0.146057393944805] [0.262820657268958]
Column 5
[0.105886402766324]
mu =
Columns 1 through 3
[-0.508570133058490] [0.237084917654815] [-1.221033824648119]
Columns 4 through 5
[1.392511874034462] [-0.984789988385765]
sigma2 =
Columns 1 through 4
[0.012393946641759] [0.322664808704027] [0.066514162088540] [0.010588115111285]
Column 5
[0.021887169651488]
likelihood error: 0.00053457
current f = [-6.1e-08 -1.8e-07 2.8e-08]
w =
-0.286114365689324
-0.942430938161782
0.173096783745265
pic =
Columns 1 through 4
[0.266082868477738] [0.219152677542175] [0.146057393944805] [0.262820657268958]
Column 5
[0.105886402766324]
mu =
Columns 1 through 3
[-0.508570133058490] [0.237084917654815] [-1.221033824648119]
Columns 4 through 5
[1.392511874034462] [-0.984789988385765]
sigma2 =
Columns 1 through 4
[0.012393946641759] [0.322664808704027] [0.066514162088540] [0.010588115111285]
Column 5
[0.021887169651488]
Likelihood error: 27.4272
current f = [-5.9e-08 -1.8e-07 2.7e-08]
w =
-0.286061724596353
-0.942417265800330
0.173258150872047
pic =
Columns 1 through 4
[0.265546331207229] [0.220783779839446] [0.145356625407918] [0.262806704580826]
Column 5
[0.105506558964581]
mu =
Columns 1 through 3
[-0.509137964930907] [0.230829880555711] [-1.222941956396925]
Columns 4 through 5
[1.392484744333340] [-0.985297918489816]
sigma2 =
Columns 1 through 4
[0.012342328973847] [0.326729583996525] [0.066050605755590] [0.010592528604647]
Column 5
[0.021264206913569]
likelihood error: 18.9996
current f = [-5.8e-08 -1.7e-07 2.7e-08]
w =
-0.286058324288408
-0.942415953004393
0.173270905316906
pic =
Columns 1 through 4
[0.265546331207229] [0.220783779839446] [0.145356625407918] [0.262806704580826]
Column 5
[0.105506558964581]
mu =
Columns 1 through 3
[-0.509190211326007] [0.230851687022822] [-1.222909611488800]
Columns 4 through 5
[1.392489254879237] [-0.985267850443108]
sigma2 =
Columns 1 through 4
[0.012338040737930] [0.326722809030527] [0.066047733972140] [0.010596359406045]
Column 5
[0.021265571706169]
likelihood error: 0.067508
current f = [-5.9e-08 -1.7e-07 2.7e-08]
w =
-0.286058084466995
-0.942415840775795
0.173271911650853
pic =
Columns 1 through 4
[0.265546331207229] [0.220783779839446] [0.145356625407918] [0.262806704580826]
Column 5
[0.105506558964581]
mu =
Columns 1 through 3
[-0.509194212931328] [0.230853419807697] [-1.222907244931624]
Columns 4 through 5
[1.392489571870426] [-0.985265454964917]
sigma2 =
Columns 1 through 4
[0.012337682359267] [0.326722200267454] [0.066047608506965] [0.010596669474944]
Column 5
[0.021265713231037]
likelihood error: 0.0045077
current f = [-6e-08 -1.7e-07 2.8e-08]
w =
-0.286058066646852
-0.942415831595507
0.173271991001474
pic =
Columns 1 through 4
[0.265546331207229] [0.220783779839446] [0.145356625407918] [0.262806704580826]
Column 5
[0.105506558964581]
mu =
Columns 1 through 3
[-0.509194523891069] [0.230853556877934] [-1.222907065365650]
Columns 4 through 5
[1.392489595456328] [-0.985265265292370]
sigma2 =
Columns 1 through 4
[0.012337653273584] [0.326722149393143] [0.066047602355330] [0.010596694169960]
Column 5
[0.021265725609289]
likelihood error: 0.00033618
current f = [-6e-08 -1.7e-07 2.8e-08]
w =
-0.286058066646852
-0.942415831595507
0.173271991001474
pic =
Columns 1 through 4
[0.265546331207229] [0.220783779839446] [0.145356625407918] [0.262806704580826]
Column 5
[0.105506558964581]
mu =
Columns 1 through 3
[-0.509194523891069] [0.230853556877934] [-1.222907065365650]
Columns 4 through 5
[1.392489595456328] [-0.985265265292370]
sigma2 =
Columns 1 through 4
[0.012337653273584] [0.326722149393143] [0.066047602355330] [0.010596694169960]
Column 5
[0.021265725609289]
Likelihood error: 22.8018
current f = [-5.7e-08 -1.7e-07 2.7e-08]
w =
-0.286012205851028
-0.942406221114518
0.173399920732523
pic =
Columns 1 through 4
[0.265077728048984] [0.222289862320832] [0.144703022149611] [0.262785751541756]
Column 5
[0.105143635938816]
mu =
Columns 1 through 3
[-0.509695298804392] [0.225128757307040] [-1.224727144697485]
Columns 4 through 5
[1.392469117015738] [-0.985645009744682]
sigma2 =
Columns 1 through 4
[0.012299292653158] [0.330542129843822] [0.065574859269356] [0.010599703669063]
Column 5
[0.020710885953927]
likelihood error: 15.9846
current f = [-5.6e-08 -1.7e-07 2.6e-08]
w =
-0.286009361781637
-0.942405210897091
0.173410101921477
pic =
Columns 1 through 4
[0.265077728048984] [0.222289862320832] [0.144703022149611] [0.262785751541756]
Column 5
[0.105143635938816]
mu =
Columns 1 through 3
[-0.509737414177968] [0.225145869382963] [-1.224700415745632]
Columns 4 through 5
[1.392472886193027] [-0.985621216002806]
sigma2 =
Columns 1 through 4
[0.012295982829944] [0.330537336748751] [0.065572099843948] [0.010602722359040]
Column 5
[0.020711861146702]
likelihood error: 0.045093
current f = [-5.6e-08 -1.7e-07 2.6e-08]
w =
-0.286009166333502
-0.942405121398511
0.173410910660812
pic =
Columns 1 through 4
[0.265077728048984] [0.222289862320832] [0.144703022149611] [0.262785751541756]
Column 5
[0.105143635938816]
mu =
Columns 1 through 3
[-0.509740630213249] [0.225147241168547] [-1.224698492109521]
Columns 4 through 5
[1.392473145048510] [-0.985619302564881]
sigma2 =
Columns 1 through 4
[0.012295697796864] [0.330536876836303] [0.065571986350075] [0.010602969753080]
Column 5
[0.020711972945671]
likelihood error: 0.0028862
current f = [-5.6e-08 -1.7e-07 2.6e-08]
w =
-0.286009151988726
-0.942405113939308
0.173410974857100
pic =
Columns 1 through 4
[0.265077728048984] [0.222289862320832] [0.144703022149611] [0.262785751541756]
Column 5
[0.105143635938816]
mu =
Columns 1 through 3
[-0.509740880559801] [0.225147350516551] [-1.224698347033945]
Columns 4 through 5
[1.392473164091472] [-0.985619149847603]
sigma2 =
Columns 1 through 4
[0.012295674284083] [0.330536837271123] [0.065571981312868] [0.010602989648672]
Column 5
[0.020711983088051]
likelihood error: 0.00021015
current f = [-5.6e-08 -1.7e-07 2.6e-08]
w =
-0.286009151988726
-0.942405113939308
0.173410974857100
pic =
Columns 1 through 4
[0.265077728048984] [0.222289862320832] [0.144703022149611] [0.262785751541756]
Column 5
[0.105143635938816]
mu =
Columns 1 through 3
[-0.509740880559801] [0.225147350516551] [-1.224698347033945]
Columns 4 through 5
[1.392473164091472] [-0.985619149847603]
sigma2 =
Columns 1 through 4
[0.012295674284083] [0.330536837271123] [0.065571981312868] [0.010602989648672]
Column 5
[0.020711983088051]
Likelihood error: 19.072
current f = [-5.3e-08 -1.6e-07 2.5e-08]
w =
-0.285969303154603
-0.942398526264423
0.173512464535016
pic =
Columns 1 through 4
[0.264665563950841] [0.223680946354160] [0.144091440973025] [0.262760050046023]
Column 5
[0.104801998675950]
mu =
Columns 1 through 3
[-0.510183889944014] [0.219900311313986] [-1.226428004459106]
Columns 4 through 5
[1.392457919332436] [-0.985896695116830]
sigma2 =
Columns 1 through 4
[0.012267367438288] [0.334117563740035] [0.065098750841505] [0.010604913181578]
Column 5
[0.020216904893392]
likelihood error: 13.4985
current f = [-5.4e-08 -1.6e-07 2.5e-08]
w =
-0.285966921237427
-0.942397753459756
0.173520587346565
pic =
Columns 1 through 4
[0.264665563950841] [0.223680946354160] [0.144091440973025] [0.262760050046023]
Column 5
[0.104801998675950]
mu =
Columns 1 through 3
[-0.510217881702415] [0.219913752169987] [-1.226405877207841]
Columns 4 through 5
[1.392461073741386] [-0.985877871196284]
sigma2 =
Columns 1 through 4
[0.012264819554044] [0.334114222108149] [0.065096156378034] [0.010607289316206]
Column 5
[0.020217585254753]
likelihood error: 0.030706
current f = [-5.4e-08 -1.6e-07 2.5e-08]
w =
-0.285966761670351
-0.942397682408313
0.173521236199840
pic =
Columns 1 through 4
[0.264665563950841] [0.223680946354160] [0.144091440973025] [0.262760050046023]
Column 5
[0.104801998675950]
mu =
Columns 1 through 3
[-0.510220466109736] [0.219914838002953] [-1.226404312151233]
Columns 4 through 5
[1.392461285444139] [-0.985876344649066]
sigma2 =
Columns 1 through 4
[0.012264593409554] [0.334113875795402] [0.065096053921538] [0.010607486360645]
Column 5
[0.020217672855895]
likelihood error: 0.0018631
current f = [-5.3e-08 -1.6e-07 2.5e-08]
w =
-0.285966750113555
-0.942397676379021
0.173521287990891
pic =
Columns 1 through 4
[0.264665563950841] [0.223680946354160] [0.144091440973025] [0.262760050046023]
Column 5
[0.104801998675950]
mu =
Columns 1 through 3
[-0.510220667384561] [0.219914925126264] [-1.226404194983064]
Columns 4 through 5
[1.392461300828211] [-0.985876221965894]
sigma2 =
Columns 1 through 4
[0.012264574465048] [0.334113845090635] [0.065096049714339] [0.010607502345084]
Column 5
[0.020217681093544]
likelihood error: 0.00013103
current f = [-5.3e-08 -1.6e-07 2.5e-08]
w =
-0.285966750113555
-0.942397676379021
0.173521287990891
pic =
Columns 1 through 4
[0.264665563950841] [0.223680946354160] [0.144091440973025] [0.262760050046023]
Column 5
[0.104801998675950]
mu =
Columns 1 through 3
[-0.510220667384561] [0.219914925126264] [-1.226404194983064]
Columns 4 through 5
[1.392461300828211] [-0.985876221965894]
sigma2 =
Columns 1 through 4
[0.012264574465048] [0.334113845090635] [0.065096049714339] [0.010607502345084]
Column 5
[0.020217681093544]
Likelihood error: 16.0328
current f = [-5.2e-08 -1.5e-07 2.4e-08]
w =
-0.285932177009962
-0.942393313252059
0.173601939186183
pic =
Columns 1 through 4
[0.264300281212425] [0.224966367592409] [0.143517150577948] [0.262731406874583]
Column 5
[0.104484793742634]
mu =
Columns 1 through 3
[-0.510613788472479] [0.215098489432085] [-1.228043247357307]
Columns 4 through 5
[1.392450109280645] [-0.986073380343387]
sigma2 =
Columns 1 through 4
[0.012243839735423] [0.337463067420159] [0.064629168188194] [0.010608604220468]
Column 5
[0.019775265034180]
likelihood error: 11.431
current f = [-5.1e-08 -1.5e-07 2.4e-08]
w =
-0.285930178153427
-0.942392725010387
0.173608424535496
pic =
Columns 1 through 4
[0.264300281212425] [0.224966367592409] [0.143517150577948] [0.262731406874583]
Column 5
[0.104484793742634]
mu =
Columns 1 through 3
[-0.510641286478421] [0.215109067179933] [-1.228024882373278]
Columns 4 through 5
[1.392452754920557] [-0.986058475682284]
sigma2 =
Columns 1 through 4
[0.012241882117765] [0.337460780568603] [0.064626767023503] [0.010610474862074]
Column 5
[0.019775725470484]
likelihood error: 0.021366
current f = [-5.1e-08 -1.5e-07 2.4e-08]
w =
-0.285930047532877
-0.942392668758603
0.173608945014166
pic =
Columns 1 through 4
[0.264300281212425] [0.224966367592409] [0.143517150577948] [0.262731406874583]
Column 5
[0.104484793742634]
mu =
Columns 1 through 3
[-0.510643365729013] [0.215109927611463] [-1.228023606494844]
Columns 4 through 5
[1.392452928480610] [-0.986057257626997]
sigma2 =
Columns 1 through 4
[0.012241702890719] [0.337460520413891] [0.064626674782777] [0.010610631762059]
Column 5
[0.019775793692888]
likelihood error: 0.0012176
current f = [-5.2e-08 -1.5e-07 2.4e-08]
w =
-0.285930038203716
-0.942392663900178
0.173608986751823
pic =
Columns 1 through 4
[0.264300281212425] [0.224966367592409] [0.143517150577948] [0.262731406874583]
Column 5
[0.104484793742634]
mu =
Columns 1 through 3
[-0.510643527572088] [0.215109997042706] [-1.228023511774502]
Columns 4 through 5
[1.392452940930315] [-0.986057159138459]
sigma2 =
Columns 1 through 4
[0.012241687652120] [0.337460496598834] [0.064626671211077] [0.010610644590511]
Column 5
[0.019775800344564]
likelihood error: 8.1751e-05
current f = [-5.2e-08 -1.5e-07 2.4e-08]
w =
-0.285930038203716
-0.942392663900178
0.173608986751823
pic =
Columns 1 through 4
[0.264300281212425] [0.224966367592409] [0.143517150577948] [0.262731406874583]
Column 5
[0.104484793742634]
mu =
Columns 1 through 3
[-0.510643527572088] [0.215109997042706] [-1.228023511774502]
Columns 4 through 5
[1.392452940930315] [-0.986057159138459]
sigma2 =
Columns 1 through 4
[0.012241687652120] [0.337460496598834] [0.064626671211077] [0.010610644590511]
Column 5
[0.019775800344564]
Likelihood error: 13.5312
current f = [-5e-08 -1.5e-07 2.3e-08]
w =
-0.285900055272629
-0.942389919602690
0.173673250177900
pic =
Columns 1 through 4
[0.263974011195424] [0.226154760824729] [0.142975918763650] [0.262701232949018]
Column 5
[0.104194076267178]
mu =
Columns 1 through 3
[-0.510993416455922] [0.210682067125438] [-1.229573391828138]
Columns 4 through 5
[1.392444839662559] [-0.986192041160291]
sigma2 =
Columns 1 through 4
[0.012226613389540] [0.340587617316194] [0.064171324976137] [0.010611139552372]
Column 5
[0.019380007177569]
likelihood error: 9.6997
current f = [-4.9e-08 -1.5e-07 2.3e-08]
w =
-0.285898373336838
-0.942389473781110
0.173678438013828
pic =
Columns 1 through 4
[0.263974011195424] [0.226154760824729] [0.142975918763650] [0.262701232949018]
Column 5
[0.104194076267178]
mu =
Columns 1 through 3
[-0.511015733732572] [0.210690415776270] [-1.229558098517229]
Columns 4 through 5
[1.392447064881622] [-0.986180217541537]
sigma2 =
Columns 1 through 4
[0.012225111144137] [0.340586091251782] [0.064169127963257] [0.010612614167077]
Column 5
[0.019380305717989]
likelihood error: 0.015202
current f = [-4.8e-08 -1.4e-07 2.2e-08]
w =
-0.285898266035865
-0.942389429300340
0.173678856000542
pic =
Columns 1 through 4
[0.263974011195424] [0.226154760824729] [0.142975918763650] [0.262701232949018]
Column 5
[0.104194076267178]
mu =
Columns 1 through 3
[-0.511017410468624] [0.210691099126602] [-1.229557055247034]
Columns 4 through 5
[1.392447207639832] [-0.986179244294792]
sigma2 =
Columns 1 through 4
[0.012224969079560] [0.340585896140833] [0.064169045138242] [0.010612739234309]
Column 5
[0.019380358609258]
likelihood error: 0.00080864
current f = [-4.8e-08 -1.4e-07 2.2e-08]
w =
-0.285898266035865
-0.942389429300340
0.173678856000542
pic =
Columns 1 through 4
[0.263974011195424] [0.226154760824729] [0.142975918763650] [0.262701232949018]
Column 5
[0.104194076267178]
mu =
Columns 1 through 3
[-0.511017410468624] [0.210691099126602] [-1.229557055247034]
Columns 4 through 5
[1.392447207639832] [-0.986179244294792]
sigma2 =
Columns 1 through 4
[0.012224969079560] [0.340585896140833] [0.064169045138242] [0.010612739234309]
Column 5
[0.019380358609258]
Likelihood error: 11.4537
current f = [-4.6e-08 -1.4e-07 2.2e-08]
w =
-0.285872248893937
-0.942387848643132
0.173730250800090
pic =
Columns 1 through 4
[0.263680349662177] [0.227254061490527] [0.142464011208131] [0.262670589573425]
Column 5
[0.103930988065740]
mu =
Columns 1 through 3
[-0.511329764137540] [0.206614348115314] [-1.231020305492271]
Columns 4 through 5
[1.392441445073021] [-0.986266682527823]
sigma2 =
Columns 1 through 4
[0.012214086171225] [0.343501525737713] [0.063729015340249] [0.010612804873407]
Column 5
[0.019026025449409]
likelihood error: 8.2424
current f = [-4.8e-08 -1.4e-07 2.2e-08]
w =
-0.285870828796007
-0.942387512035196
0.173734413414753
pic =
Columns 1 through 4
[0.263680349662177] [0.227254061490527] [0.142464011208131] [0.262670589573425]
Column 5
[0.103930988065740]
mu =
Columns 1 through 3
[-0.511347953110731] [0.206620963037936] [-1.231007517934448]
Columns 4 through 5
[1.392443323260240] [-0.986257275366852]
sigma2 =
Columns 1 through 4
[0.012212933971748] [0.343500544042936] [0.063727021412312] [0.010613970171050]
Column 5
[0.019026206399551]
likelihood error: 0.011054
current f = [-4.5e-08 -1.4e-07 2.1e-08]
w =
-0.285870740267518
-0.942387476854041
0.173734749916425
pic =
Columns 1 through 4
[0.263680349662177] [0.227254061490527] [0.142464011208131] [0.262670589573425]
Column 5
[0.103930988065740]
mu =
Columns 1 through 3
[-0.511349309946259] [0.206621507585186] [-1.231006661453264]
Columns 4 through 5
[1.392443441170304] [-0.986256495704801]
sigma2 =
Columns 1 through 4
[0.012212821208643] [0.343500397857289] [0.063726947200524] [0.010614070098622]
Column 5
[0.019026247277597]
likelihood error: 0.00054746
current f = [-4.5e-08 -1.4e-07 2.1e-08]
w =
-0.285870740267518
-0.942387476854041
0.173734749916425
pic =
Columns 1 through 4
[0.263680349662177] [0.227254061490527] [0.142464011208131] [0.262670589573425]
Column 5
[0.103930988065740]
mu =
Columns 1 through 3
[-0.511349309946259] [0.206621507585186] [-1.231006661453264]
Columns 4 through 5
[1.392443441170304] [-0.986256495704801]
sigma2 =
Columns 1 through 4
[0.012212821208643] [0.343500397857289] [0.063726947200524] [0.010614070098622]
Column 5
[0.019026247277597]
Likelihood error: 9.7158
current f = [-4.4e-08 -1.3e-07 2e-08]
w =
-0.285848129795823
-0.942386720330253
0.173776051394691
pic =
Columns 1 through 4
[0.263414023740924] [0.228271577849892] [0.141978220854942] [0.262640276337033]
Column 5
[0.103695901217209]
mu =
Columns 1 through 3
[-0.511628809286139] [0.202862625403632] [-1.232386774325960]
Columns 4 through 5
[1.392439383478056] [-0.986308593277974]
sigma2 =
Columns 1 through 4
[0.012205011434350] [0.346215688837494] [0.063304839191419] [0.010613833052412]
Column 5
[0.018708922245091]
likelihood error: 7.011
current f = [-4.5e-08 -1.3e-07 2.1e-08]
w =
-0.285846925790345
-0.942386466979059
0.173779405776023
pic =
Columns 1 through 4
[0.263414023740924] [0.228271577849892] [0.141978220854942] [0.262640276337033]
Column 5
[0.103695901217209]
mu =
Columns 1 through 3
[-0.511643711198598] [0.202867892887194] [-1.232376029748798]
Columns 4 through 5
[1.392440975461827] [-0.986301077638602]
sigma2 =
Columns 1 through 4
[0.012204127360784] [0.346215092976878] [0.063303039652247] [0.010614757370996]
Column 5
[0.018709019081772]
likelihood error: 0.0081975
current f = [-4.5e-08 -1.3e-07 2.1e-08]
w =
-0.285846852367862
-0.942386439103941
0.173779677710947
pic =
Columns 1 through 4
[0.263414023740924] [0.228271577849892] [0.141978220854942] [0.262640276337033]
Column 5
[0.103695901217209]
mu =
Columns 1 through 3
[-0.511644814289266] [0.202868328824345] [-1.232375323083173]
Columns 4 through 5
[1.392441073340066] [-0.986300450616720]
sigma2 =
Columns 1 through 4
[0.012204037610177] [0.346214983470305] [0.063302973255005] [0.010614837509558]
Column 5
[0.018709050623460]
likelihood error: 0.0003784
current f = [-4.5e-08 -1.3e-07 2.1e-08]
w =
-0.285846852367862
-0.942386439103941
0.173779677710947
pic =
Columns 1 through 4
[0.263414023740924] [0.228271577849892] [0.141978220854942] [0.262640276337033]
Column 5
[0.103695901217209]
mu =
Columns 1 through 3
[-0.511644814289266] [0.202868328824345] [-1.232375323083173]
Columns 4 through 5
[1.392441073340066] [-0.986300450616720]
sigma2 =
Columns 1 through 4
[0.012204037610177] [0.346214983470305] [0.063302973255005] [0.010614837509558]
Column 5
[0.018709050623460]
Likelihood error: 8.254
current f = [-4.3e-08 -1.3e-07 2e-08]
w =
-0.285827158252813
-0.942386256370253
0.173813058803074
pic =
Columns 1 through 4
[0.263170781834657] [0.229213982266138] [0.141515761882808] [0.262610854456688]
Column 5
[0.103488619559709]
mu =
Columns 1 through 3
[-0.511895471980298] [0.199397828775379] [-1.233676274625737]
Columns 4 through 5
[1.392438252781980] [-0.986326883565064]
sigma2 =
Columns 1 through 4
[0.012198449139614] [0.348741517395633] [0.062900448755290] [0.010614399380812]
Column 5
[0.018424867648676]
likelihood error: 5.968
current f = [-4.4e-08 -1.3e-07 2e-08]
w =
-0.285826132676901
-0.942386066219911
0.173815776252984
pic =
Columns 1 through 4
[0.263170781834657] [0.229213982266138] [0.141515761882808] [0.262610854456688]
Column 5
[0.103488619559709]
mu =
Columns 1 through 3
[-0.511907754229610] [0.199402048149853] [-1.233667197523121]
Columns 4 through 5
[1.392439608570903] [-0.986320848199965]
sigma2 =
Columns 1 through 4
[0.012197770010207] [0.348741192198093] [0.062898830563429] [0.010615136091061]
Column 5
[0.018424905307289]
likelihood error: 0.0061845
current f = [-4.2e-08 -1.3e-07 2e-08]
w =
-0.285826071425228
-0.942386044066012
0.173815997089232
pic =
Columns 1 through 4
[0.263170781834657] [0.229213982266138] [0.141515761882808] [0.262610854456688]
Column 5
[0.103488619559709]
mu =
Columns 1 through 3
[-0.511908656057060] [0.199402399094179] [-1.233666611091550]
Columns 4 through 5
[1.392439690283974] [-0.986320341426920]
sigma2 =
Columns 1 through 4
[0.012197698297836] [0.348741110140196] [0.062898771205225] [0.010615200670866]
Column 5
[0.018424929633815]
likelihood error: 0.0002672
current f = [-4.2e-08 -1.3e-07 2e-08]
w =
-0.285826071425228
-0.942386044066012
0.173815997089232
pic =
Columns 1 through 4
[0.263170781834657] [0.229213982266138] [0.141515761882808] [0.262610854456688]
Column 5
[0.103488619559709]
mu =
Columns 1 through 3
[-0.511908656057060] [0.199402399094179] [-1.233666611091550]
Columns 4 through 5
[1.392439690283974] [-0.986320341426920]
sigma2 =
Columns 1 through 4
[0.012197698297836] [0.348741110140196] [0.062898771205225] [0.010615200670866]
Column 5
[0.018424929633815]
Likelihood error: 7.0196
current f = [-4.1e-08 -1.2e-07 1.9e-08]
w =
-0.285808867650058
-0.942386251279461
0.173843160845881
pic =
Columns 1 through 4
[0.262947179934206] [0.230087374506174] [0.141074235424023] [0.262582701517207]
Column 5
[0.103308508618390]
mu =
Columns 1 through 3
[-0.512133897986906] [0.196194126739152] [-1.234892723339478]
Columns 4 through 5
[1.392437748795176] [-0.986328764829056]
sigma2 =
Columns 1 through 4
[0.012193684992530] [0.351090520904768] [0.062516737966468] [0.010614638401079]
Column 5
[0.018170503182369]
likelihood error: 5.0836
current f = [-4.2e-08 -1.2e-07 2e-08]
w =
-0.285807989506642
-0.942386108869178
0.173845376543205
pic =
Columns 1 through 4
[0.262947179934206] [0.230087374506174] [0.141074235424023] [0.262582701517207]
Column 5
[0.103308508618390]
mu =
Columns 1 through 3
[-0.512144090524115] [0.196197530306811] [-1.234885008774417]
Columns 4 through 5
[1.392438909507058] [-0.986323887478763]
sigma2 =
Columns 1 through 4
[0.012193162074312] [0.351090382859970] [0.062515285956757] [0.010615229170954]
Column 5
[0.018170500151305]
likelihood error: 0.0047331
current f = [-4.3e-08 -1.3e-07 2e-08]
w =
-0.285807938073843
-0.942386091181532
0.173845556982170
pic =
Columns 1 through 4
[0.262947179934206] [0.230087374506174] [0.141074235424023] [0.262582701517207]
Column 5
[0.103308508618390]
mu =
Columns 1 through 3
[-0.512144832705605] [0.196197814735446] [-1.234884518904264]
Columns 4 through 5
[1.392438978161459] [-0.986323475358014]
sigma2 =
Columns 1 through 4
[0.012193104472375] [0.351090321294777] [0.062515232901261] [0.010615281531237]
Column 5
[0.018170518934127]
likelihood error: 0.00019263
current f = [-4.3e-08 -1.3e-07 2e-08]
w =
-0.285807938073843
-0.942386091181532
0.173845556982170
pic =
Columns 1 through 4
[0.262947179934206] [0.230087374506174] [0.141074235424023] [0.262582701517207]
Column 5
[0.103308508618390]
mu =
Columns 1 through 3
[-0.512144832705605] [0.196197814735446] [-1.234884518904264]
Columns 4 through 5
[1.392438978161459] [-0.986323475358014]
sigma2 =
Columns 1 through 4
[0.012193104472375] [0.351090321294777] [0.062515232901261] [0.010615281531237]
Column 5
[0.018170518934127]
Likelihood error: 5.9745
current f = [-4.1e-08 -1.2e-07 1.9e-08]
w =
-0.285792857987006
-0.942386554109058
0.173867837620716
pic =
Columns 1 through 4
[0.262740427613390] [0.230897325110166] [0.140651576163353] [0.262556054612680]
Column 5
[0.103154616500410]
mu =
Columns 1 through 3
[-0.512347593188069] [0.193228518538053] [-1.236040304729762]
Columns 4 through 5
[1.392437645889820] [-0.986319864059289]
sigma2 =
Columns 1 through 4
[0.012190178629299] [0.353274060729275] [0.062154008139272] [0.010614651961745]
Column 5
[0.017942861462848]
likelihood error: 4.3331
current f = [-4e-08 -1.2e-07 1.8e-08]
w =
-0.285792101818248
-0.942386447558707
0.173869658068362
pic =
Columns 1 through 4
[0.262740427613390] [0.230897325110166] [0.140651576163353] [0.262556054612680]
Column 5
[0.103154616500410]
mu =
Columns 1 through 3
[-0.512356116580017] [0.193231286608859] [-1.236033705319637]
Columns 4 through 5
[1.392438645273341] [-0.986315892468664]
sigma2 =
Columns 1 through 4
[0.012189774385027] [0.353274049485638] [0.062152706534701] [0.010615129275576]
Column 5
[0.017942831367419]
likelihood error: 0.0036642
current f = [-4.1e-08 -1.2e-07 2e-08]
w =
-0.285792058320884
-0.942386433347861
0.173869806589423
pic =
Columns 1 through 4
[0.262740427613390] [0.230897325110166] [0.140651576163353] [0.262556054612680]
Column 5
[0.103154616500410]
mu =
Columns 1 through 3
[-0.512356732065554] [0.193231518963582] [-1.236033293089512]
Columns 4 through 5
[1.392438703362594] [-0.986315554816788]
sigma2 =
Columns 1 through 4
[0.012189727800581] [0.353274003176812] [0.062152659097396] [0.010615172045700]
Column 5
[0.017942845915877]
likelihood error: 0.00014154
current f = [-4.1e-08 -1.2e-07 2e-08]
w =
-0.285792058320884
-0.942386433347861
0.173869806589423
pic =
Columns 1 through 4
[0.262740427613390] [0.230897325110166] [0.140651576163353] [0.262556054612680]
Column 5
[0.103154616500410]
mu =
Columns 1 through 3
[-0.512356732065554] [0.193231518963582] [-1.236033293089512]
Columns 4 through 5
[1.392438703362594] [-0.986315554816788]
sigma2 =
Columns 1 through 4
[0.012189727800581] [0.353274003176812] [0.062152659097396] [0.010615172045700]
Column 5
[0.017942845915877]
Likelihood error: 5.0885
current f = [-3.8e-08 -1.1e-07 1.8e-08]
w =
-0.285778788938561
-0.942387054626954
0.173888248783950
pic =
Columns 1 through 4
[0.262548262700879] [0.231648918002768] [0.140246001461922] [0.262531045114767]
Column 5
[0.103025772719664]
mu =
Columns 1 through 3
[-0.512539537215656] [0.190480476779499] [-1.237123335228506]
Columns 4 through 5
[1.392437780129512] [-0.986304500944401]
sigma2 =
Columns 1 through 4
[0.012187523669253] [0.355303177303072] [0.061812107509784] [0.010614516204570]
Column 5
[0.017739303640176]
likelihood error: 3.6964
current f = [-3.9e-08 -1.2e-07 1.8e-08]
w =
-0.285778133881555
-0.942386974835836
0.173889757765477
pic =
Columns 1 through 4
[0.262548262700879] [0.231648918002768] [0.140246001461922] [0.262531045114767]
Column 5
[0.103025772719664]
mu =
Columns 1 through 3
[-0.512546724991682] [0.190482749305217] [-1.237117650527750]
Columns 4 through 5
[1.392438645831064] [-0.986301237878047]
sigma2 =
Columns 1 through 4
[0.012187209230469] [0.355303249420531] [0.061810940889349] [0.010614905352600]
Column 5
[0.017739256454767]
likelihood error: 0.0028619
current f = [-3.9e-08 -1.1e-07 1.8e-08]
w =
-0.285778096812466
-0.942386963324623
0.173889881070874
pic =
Columns 1 through 4
[0.262548262700879] [0.231648918002768] [0.140246001461922] [0.262531045114767]
Column 5
[0.103025772719664]
mu =
Columns 1 through 3
[-0.512547239831058] [0.190482940863548] [-1.237117300832594]
Columns 4 through 5
[1.392438695354768] [-0.986300958811478]
sigma2 =
Columns 1 through 4
[0.012187171234256] [0.355303214430368] [0.061810898445199] [0.010614940598445]
Column 5
[0.017739267789305]
likelihood error: 0.00010573
current f = [-3.9e-08 -1.1e-07 1.8e-08]
w =
-0.285778096812466
-0.942386963324623
0.173889881070874
pic =
Columns 1 through 4
[0.262548262700879] [0.231648918002768] [0.140246001461922] [0.262531045114767]
Column 5
[0.103025772719664]
mu =
Columns 1 through 3
[-0.512547239831058] [0.190482940863548] [-1.237117300832594]
Columns 4 through 5
[1.392438695354768] [-0.986300958811478]
sigma2 =
Columns 1 through 4
[0.012187171234256] [0.355303214430368] [0.061810898445199] [0.010614940598445]
Column 5
[0.017739267789305]
Likelihood error: 4.3369
current f = [-3.8e-08 -1.1e-07 1.8e-08]
w =
-0.285766372736034
-0.942387672889496
0.173905302391801
pic =
Columns 1 through 4
[0.262368848914570] [0.232346791684774] [0.139855966154944] [0.262507726541160]
Column 5
[0.102920666704552]
mu =
Columns 1 through 3
[-0.512712276677667] [0.187931634174484] [-1.238146159492152]
Columns 4 through 5
[1.392438035037577] [-0.986285929666483]
sigma2 =
Columns 1 through 4
[0.012185416920060] [0.357188471443090] [0.061490546136710] [0.010614287318604]
Column 5
[0.017557470591147]
likelihood error: 3.1565
current f = [-3.9e-08 -1.1e-07 1.8e-08]
w =
-0.285765801724864
-0.942387612906302
0.173906565736006
pic =
Columns 1 through 4
[0.262368848914570] [0.232346791684774] [0.139855966154944] [0.262507726541160]
Column 5
[0.102920666704552]
mu =
Columns 1 through 3
[-0.512718393201343] [0.187933519784622] [-1.238141227258573]
Columns 4 through 5
[1.392438789666296] [-0.986283221059124]
sigma2 =
Columns 1 through 4
[0.012185170121375] [0.357188595807578] [0.061489500007140] [0.010614607967660]
Column 5
[0.017557413561105]
likelihood error: 0.0022498
current f = [-3.9e-08 -1.1e-07 1.8e-08]
w =
-0.285765769878651
-0.942387603486262
0.173906669112681
pic =
Columns 1 through 4
[0.262368848914570] [0.232346791684774] [0.139855966154944] [0.262507726541160]
Column 5
[0.102920666704552]
mu =
Columns 1 through 3
[-0.512718827965448] [0.187933679347087] [-1.238140928051778]
Columns 4 through 5
[1.392438832226637] [-0.986282988098531]
sigma2 =
Columns 1 through 4
[0.012185138809754] [0.357188569177766] [0.061489461993569] [0.010614637309483]
Column 5
[0.017557422473441]
likelihood error: 8.0029e-05
current f = [-3.9e-08 -1.1e-07 1.8e-08]
w =
-0.285765769878651
-0.942387603486262
0.173906669112681
pic =
Columns 1 through 4
[0.262368848914570] [0.232346791684774] [0.139855966154944] [0.262507726541160]
Column 5
[0.102920666704552]
mu =
Columns 1 through 3
[-0.512718827965448] [0.187933679347087] [-1.238140928051778]
Columns 4 through 5
[1.392438832226637] [-0.986282988098531]
sigma2 =
Columns 1 through 4
[0.012185138809754] [0.357188569177766] [0.061489461993569] [0.010614637309483]
Column 5
[0.017557422473441]
Likelihood error: 3.6994
current f = [-3.9e-08 -1.2e-07 1.9e-08]
w =
-0.285755367211961
-0.942388351416986
0.173919709130114
pic =
Columns 1 through 4
[0.262200692649483] [0.232995178232712] [0.139480123670368] [0.262486096552318]
Column 5
[0.102837908895119]
mu =
Columns 1 through 3
[-0.512868000763278] [0.185565510812980] [-1.239113071170431]
Columns 4 through 5
[1.392438330043716] [-0.986266546710269]
sigma2 =
Columns 1 through 4
[0.012183634634299] [0.358940027856099] [0.061188589267079] [0.010614006170625]
Column 5
[0.017395244554314]
likelihood error: 2.699
current f = [-3.8e-08 -1.1e-07 1.8e-08]
w =
-0.285754866305218
-0.942388305948140
0.173920778505221
pic =
Columns 1 through 4
[0.262200692649483] [0.232995178232712] [0.139480123670368] [0.262486096552318]
Column 5
[0.102837908895119]
mu =
Columns 1 through 3
[-0.512873255504658] [0.185567093828460] [-1.239108760183341]
Columns 4 through 5
[1.392438992065993] [-0.986264272323076]
sigma2 =
Columns 1 through 4
[0.012183438488525] [0.358940182324650] [0.061187650357606] [0.010614273598855]
Column 5
[0.017395182891445]
likelihood error: 0.0017764
current f = [-3.7e-08 -1.1e-07 1.7e-08]
w =
-0.285754838718055
-0.942388298144215
0.173920866116791
pic =
Columns 1 through 4
[0.262200692649483] [0.232995178232712] [0.139480123670368] [0.262486096552318]
Column 5
[0.102837908895119]
mu =
Columns 1 through 3
[-0.512873626423621] [0.185567228259050] [-1.239108501864214]
Columns 4 through 5
[1.392439028946052] [-0.986264075677255]
sigma2 =
Columns 1 through 4
[0.012183412372888] [0.358940161835096] [0.061187616273783] [0.010614298305524]
Column 5
[0.017395189993227]
likelihood error: 6.1181e-05
current f = [-3.7e-08 -1.1e-07 1.7e-08]
w =
-0.285754838718055
-0.942388298144215
0.173920866116791
pic =
Columns 1 through 4
[0.262200692649483] [0.232995178232712] [0.139480123670368] [0.262486096552318]
Column 5
[0.102837908895119]
mu =
Columns 1 through 3
[-0.512873626423621] [0.185567228259050] [-1.239108501864214]
Columns 4 through 5
[1.392439028946052] [-0.986264075677255]
sigma2 =
Columns 1 through 4
[0.012183412372888] [0.358940161835096] [0.061187616273783] [0.010614298305524]
Column 5
[0.017395189993227]
Likelihood error: 3.1588
current f = [-3.5e-08 -1.1e-07 1.6e-08]
w =
-0.285745569268054
-0.942389049353914
0.173932024947227
pic =
Columns 1 through 4
[0.262042575567122] [0.233597939751071] [0.139117293270238] [0.262466114004740]
Column 5
[0.102776077406829]
mu =
Columns 1 through 3
[-0.513008602246086] [0.183367278333964] [-1.240028253394487]
Columns 4 through 5
[1.392438611326853] [-0.986248066895761]
sigma2 =
Columns 1 through 4
[0.012182014180378] [0.360567371269102] [0.060905332386444] [0.010613701973337]
Column 5
[0.017250718589055]
likelihood error: 2.3116
current f = [-3.6e-08 -1.1e-07 1.7e-08]
w =
-0.285745127085124
-0.942389014382210
0.173932940869642
pic =
Columns 1 through 4
[0.262042575567122] [0.233597939751071] [0.139117293270238] [0.262466114004740]
Column 5
[0.102776077406829]
mu =
Columns 1 through 3
[-0.513013161154418] [0.183368624205900] [-1.240024457563375]
Columns 4 through 5
[1.392439195814452] [-0.986246132970512]
sigma2 =
Columns 1 through 4
[0.012181855698775] [0.360567540222080] [0.060904488758539] [0.010613928037199]
Column 5
[0.017250655993070]
likelihood error: 0.0014061
current f = [-3.6e-08 -1.1e-07 1.7e-08]
w =
-0.285745102986311
-0.942389007824564
0.173933015990396
pic =
Columns 1 through 4
[0.262042575567122] [0.233597939751071] [0.139117293270238] [0.262466114004740]
Column 5
[0.102776077406829]
mu =
Columns 1 through 3
[-0.513013481025031] [0.183368738855762] [-1.240024232483764]
Columns 4 through 5
[1.392439228041568] [-0.986245964966855]
sigma2 =
Columns 1 through 4
[0.012181833617518] [0.360567524209190] [0.060904458162112] [0.010613949101062]
Column 5
[0.017250661754738]
likelihood error: 4.7071e-05
current f = [-3.6e-08 -1.1e-07 1.7e-08]
w =
-0.285745102986311
-0.942389007824564
0.173933015990396
pic =
Columns 1 through 4
[0.262042575567122] [0.233597939751071] [0.139117293270238] [0.262466114004740]
Column 5
[0.102776077406829]
mu =
Columns 1 through 3
[-0.513013481025031] [0.183368738855762] [-1.240024232483764]
Columns 4 through 5
[1.392439228041568] [-0.986245964966855]
sigma2 =
Columns 1 through 4
[0.012181833617518] [0.360567524209190] [0.060904458162112] [0.010613949101062]
Column 5
[0.017250661754738]
Likelihood error: 2.7008
current f = [-3.6e-08 -1.1e-07 1.7e-08]
w =
-0.285736808926714
-0.942389738127276
0.173942684518524
pic =
Columns 1 through 4
[0.261893500098595] [0.234158602146594] [0.138766432841443] [0.262447711934432]
Column 5
[0.102733752978935]
mu =
Columns 1 through 3
[-0.513135726626727] [0.181323556928888] [-1.240895735112800]
Columns 4 through 5
[1.392438844686853] [-0.986231670496031]
sigma2 =
Columns 1 through 4
[0.012180439863180] [0.362079447169261] [0.060639760901905] [0.010613395155828]
Column 5
[0.017122171855098]
likelihood error: 1.9839
current f = [-3.5e-08 -1.1e-07 1.7e-08]
w =
-0.285736416178065
-0.942389710617261
0.173943478731329
pic =
Columns 1 through 4
[0.261893500098595] [0.234158602146594] [0.138766432841443] [0.262447711934432]
Column 5
[0.102733752978935]
mu =
Columns 1 through 3
[-0.513139721175698] [0.181324716454244] [-1.240892368659189]
Columns 4 through 5
[1.392439363939518] [-0.986230003992522]
sigma2 =
Columns 1 through 4
[0.012180309144169] [0.362079619727563] [0.060639001942062] [0.010613589045450]
Column 5
[0.017122110903053]
likelihood error: 0.001114
current f = [-3.7e-08 -1.1e-07 1.7e-08]
w =
-0.285736394951033
-0.942389705018697
0.173943543932774
pic =
Columns 1 through 4
[0.261893500098595] [0.234158602146594] [0.138766432841443] [0.262447711934432]
Column 5
[0.102733752978935]
mu =
Columns 1 through 3
[-0.513140000082470] [0.181324815493133] [-1.240892170727309]
Columns 4 through 5
[1.392439392336418] [-0.986229858625871]
sigma2 =
Columns 1 through 4
[0.012180290192929] [0.362079606947495] [0.060638974444360] [0.010613607241569]
Column 5
[0.017122115684637]
likelihood error: 3.6334e-05
current f = [-3.7e-08 -1.1e-07 1.7e-08]
w =
-0.285736394951033
-0.942389705018697
0.173943543932774
pic =
Columns 1 through 4
[0.261893500098595] [0.234158602146594] [0.138766432841443] [0.262447711934432]
Column 5
[0.102733752978935]
mu =
Columns 1 through 3
[-0.513140000082470] [0.181324815493133] [-1.240892170727309]
Columns 4 through 5
[1.392439392336418] [-0.986229858625871]
sigma2 =
Columns 1 through 4
[0.012180290192929] [0.362079606947495] [0.060638974444360] [0.010613607241569]
Column 5
[0.017122115684637]
Likelihood error: 2.3131
current f = [-3.4e-08 -1e-07 1.6e-08]
w =
-0.285728944043779
-0.942390398225648
0.173952027491576
pic =
Columns 1 through 4
[0.261752645445200] [0.234680386215476] [0.138426616517784] [0.262430807264597]
Column 5
[0.102709544556943]
mu =
Columns 1 through 3
[-0.513250811757392] [0.179422241002414] [-1.241719360213130]
Columns 4 through 5
[1.392439010079403] [-0.986218124643499]
sigma2 =
Columns 1 through 4
[0.012178831926330] [0.363484620564743] [0.060390797046595] [0.010613099587031]
Column 5
[0.017008049217190]
likelihood error: 1.7069
current f = [-3.4e-08 -1e-07 1.6e-08]
w =
-0.285728593141853
-0.942390375896478
0.173952724840906
pic =
Columns 1 through 4
[0.261752645445200] [0.234680386215476] [0.138426616517784] [0.262430807264597]
Column 5
[0.102709544556943]
mu =
Columns 1 through 3
[-0.513254346129021] [0.179423253592087] [-1.241716353742244]
Columns 4 through 5
[1.392439474140293] [-0.986216668724891]
sigma2 =
Columns 1 through 4
[0.012178721451966] [0.363484789292140] [0.060390113390546] [0.010613268415392]
Column 5
[0.017007991653830]
likelihood error: 0.00088206
current f = [-3.4e-08 -1e-07 1.6e-08]
w =
-0.285728593141853
-0.942390375896478
0.173952724840906
pic =
Columns 1 through 4
[0.261752645445200] [0.234680386215476] [0.138426616517784] [0.262430807264597]
Column 5
[0.102709544556943]
mu =
Columns 1 through 3
[-0.513254346129021] [0.179423253592087] [-1.241716353742244]
Columns 4 through 5
[1.392439474140293] [-0.986216668724891]
sigma2 =
Columns 1 through 4
[0.012178721451966] [0.363484789292140] [0.060390113390546] [0.010613268415392]
Column 5
[0.017007991653830]
Likelihood error: 1.9851
current f = [-3.4e-08 -1e-07 1.6e-08]
w =
-0.285721871692727
-0.942391021944745
0.173960264988970
pic =
Columns 1 through 4
[0.261619370832205] [0.235166213886928] [0.138096984597346] [0.262415294702635]
Column 5
[0.102702135980886]
mu =
Columns 1 through 3
[-0.513355018519118] [0.177652402403108] [-1.242502799928555]
Columns 4 through 5
[1.392439110038751] [-0.986207949017147]
sigma2 =
Columns 1 through 4
[0.012177150628628] [0.364790821245963] [0.060157352410103] [0.010612818853947]
Column 5
[0.016906943537035]
likelihood error: 1.4728
current f = [-3.5e-08 -1e-07 1.7e-08]
w =
-0.285721556297425
-0.942391003087137
0.173960885167008
pic =
Columns 1 through 4
[0.261619370832205] [0.235166213886928] [0.138096984597346] [0.262415294702635]
Column 5
[0.102702135980886]
mu =
Columns 1 through 3
[-0.513358176650146] [0.177653299000189] [-1.242500096084292]
Columns 4 through 5
[1.392439527296919] [-0.986206658963542]
sigma2 =
Columns 1 through 4
[0.012177054679738] [0.364790981271457] [0.060156735569523] [0.010612968179975]
Column 5
[0.016906890469175]
likelihood error: 0.00069789
current f = [-3.5e-08 -1e-07 1.7e-08]
w =
-0.285721556297425
-0.942391003087137
0.173960885167008
pic =
Columns 1 through 4
[0.261619370832205] [0.235166213886928] [0.138096984597346] [0.262415294702635]
Column 5
[0.102702135980886]
mu =
Columns 1 through 3
[-0.513358176650146] [0.177653299000189] [-1.242500096084292]
Columns 4 through 5
[1.392439527296919] [-0.986206658963542]
sigma2 =
Columns 1 through 4
[0.012177054679738] [0.364790981271457] [0.060156735569523] [0.010612968179975]
Column 5
[0.016906890469175]
Likelihood error: 1.7078
current f = [-3.2e-08 -9.8e-08 1.5e-08]
w =
-0.285715469683590
-0.942391594664095
0.173967677143273
pic =
Columns 1 through 4
[0.261493064885070] [0.235618807739279] [0.137776829510498] [0.262401091627510]
Column 5
[0.102710206237643]
mu =
Columns 1 through 3
[-0.513449617168123] [0.176004040769301] [-1.243249434336905]
Columns 4 through 5
[1.392439123133441] [-0.986201275261643]
sigma2 =
Columns 1 through 4
[0.012175347611219] [0.366005122442347] [0.059938300018697] [0.010612566249514]
Column 5
[0.016817583908806]
likelihood error: 1.2751
current f = [-3.1e-08 -9.6e-08 1.5e-08]
w =
-0.285715184574954
-0.942391577919725
0.173968236094827
pic =
Columns 1 through 4
[0.261493064885070] [0.235618807739279] [0.137776829510498] [0.262401091627510]
Column 5
[0.102710206237643]
mu =
Columns 1 through 3
[-0.513452467341446] [0.176004846250391] [-1.243246986013304]
Columns 4 through 5
[1.392439500499551] [-0.986200115001743]
sigma2 =
Columns 1 through 4
[0.012175261617193] [0.366005270210494] [0.059937742828000] [0.010612700547406]
Column 5
[0.016817536172938]
likelihood error: 0.00055001
current f = [-3.1e-08 -9.6e-08 1.5e-08]
w =
-0.285715184574954
-0.942391577919725
0.173968236094827
pic =
Columns 1 through 4
[0.261493064885070] [0.235618807739279] [0.137776829510498] [0.262401091627510]
Column 5
[0.102710206237643]
mu =
Columns 1 through 3
[-0.513452467341446] [0.176004846250391] [-1.243246986013304]
Columns 4 through 5
[1.392439500499551] [-0.986200115001743]
sigma2 =
Columns 1 through 4
[0.012175261617193] [0.366005270210494] [0.059937742828000] [0.010612700547406]
Column 5
[0.016817536172938]
Likelihood error: 1.4735
current f = [-3.3e-08 -9.7e-08 1.6e-08]
w =
-0.285709655965181
-0.942392112204012
0.173974421523934
pic =
Columns 1 through 4
[0.261373248696587] [0.236040630548602] [0.137465477972862] [0.262388105049233]
Column 5
[0.102732537732715]
mu =
Columns 1 through 3
[-0.513535562241726] [0.174468015700350] [-1.243962466722040]
Columns 4 through 5
[1.392439054024618] [-0.986198158670880]
sigma2 =
Columns 1 through 4
[0.012173407783473] [0.367134242224003] [0.059732558999384] [0.010612343514238]
Column 5
[0.016738817349978]
likelihood error: 1.1082
current f = [-3.2e-08 -9.7e-08 1.5e-08]
w =
-0.285709397042557
-0.942392096681186
0.173974930823643
pic =
Columns 1 through 4
[0.261373248696587] [0.236040630548602] [0.137465477972862] [0.262388105049233]
Column 5
[0.102732537732715]
mu =
Columns 1 through 3
[-0.513538155376528] [0.174468747989528] [-1.243960237599263]
Columns 4 through 5
[1.392439396915767] [-0.986197102256864]
sigma2 =
Columns 1 through 4
[0.012173328660143] [0.367134375973923] [0.059732055233529] [0.010612465965475]
Column 5
[0.016738775265427]
likelihood error: 0.0004312
current f = [-3.2e-08 -9.7e-08 1.5e-08]
w =
-0.285709397042557
-0.942392096681186
0.173974930823643
pic =
Columns 1 through 4
[0.261373248696587] [0.236040630548602] [0.137465477972862] [0.262388105049233]
Column 5
[0.102732537732715]
mu =
Columns 1 through 3
[-0.513538155376528] [0.174468747989528] [-1.243960237599263]
Columns 4 through 5
[1.392439396915767] [-0.986197102256864]
sigma2 =
Columns 1 through 4
[0.012173328660143] [0.367134375973923] [0.059732055233529] [0.010612465965475]
Column 5
[0.016738775265427]
Likelihood error: 1.2757
(4) Check results
- Scroll up to see the final PMOG estimated densities of blind sources.
- We will compute correlation coefficients between the true sources and the estimated sources after a "component matching" step (see below).
- The "component matching" step includes a "sign-flipping" step to account for sign indeterminacy in BSS.
% run raicar on S and pmog.final_source_estimates mat_array_pmog{1} = S; mat_array_pmog{2} = pmi.final_source_estimates; % call raicar_type_sorting_mat.m which will match the two sets of sources in the best possible way including sign-flipping rcr_pmog = raicar_type_sorting_mat( mat_array_pmog, 0 ); % compute best match corrcoef in pmog for each source for i = 1:nsources temp = corrcoef( rcr_pmog.HC{i}(1,:), rcr_pmog.HC{i}(2,:) ); best_match_pmog_for_source( rcr_pmog.M_calc(1,i), 1 ) = temp(1,2); % each row is the best match corrcoef for one source end fh = figure('color',[1,1,1]);set(gca,'FontSize',12); plot( 1:nsources, best_match_pmog_for_source, 'ro-', 'MarkerSize',6,'MarkerFaceColor',[0.5,0.5,0.5],'MarkerEdgeColor','b' ); xlabel('source number ');ylabel('best match corrcoef in PMOG based BSS');
creating block matrix (1,1) creating block matrix (1,2) creating block matrix (2,1) creating block matrix (2,2) forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!!
(5) Visualize results
Here we display the original source images, the mixed images and the recovered images
Original images
% first show original images fh1 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(1,3,i);imagesc( reshape( S(i,:), 481, 321 ) ); title( ['source ',num2str(i)] ); end
Mixed images
% next show mixed images fh1 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(1,3,i);imagesc( reshape( X(i,:), 481, 321 ) ); title( ['mixed image ',num2str(i)] ); end
PMOG recovered images
% finally show the recovered images fh1 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(1,3,i);imagesc( reshape( pmi.final_source_estimates(i,:), 481, 321 ) ); title( ['PMOG image ',num2str(i)] ); end
end