* using log directory ‘/data/blackswan/ripley/R/packages/tests-devel/ZIPFA.Rcheck’
* using R Under development (unstable) (2024-03-16 r86144)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
gcc (GCC) 13.2.1 20231011 (Red Hat 13.2.1-4)
GNU Fortran (GCC) 13.2.1 20231011 (Red Hat 13.2.1-4)
* running under: Fedora Linux 38 (Workstation Edition)
* using session charset: UTF-8
* checking for file ‘ZIPFA/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘ZIPFA’ version ‘0.8.1’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for executable files ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘ZIPFA’ can be installed ... OK
* checking package directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... [10s/10s] OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd line widths ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking examples ... OK
* checking examples with --run-donttest ... [12m/12m] ERROR
Running examples in ‘ZIPFA-Ex.R’ failed
The error most likely occurred in:
> ### Name: cv_ZIPFA
> ### Title: Cross validation for Zero Inflated Poisson factor analysis
> ### Aliases: cv_ZIPFA
> ### Keywords: cross validation
>
> ### ** Examples
>
>
> ## No test:
> data(X)
> cv_ZIPFA(X, fold = 10, k = c(3,4))
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334932.
This is 3 th iteration, Frobenius norm diff = 0.0189822.
This is 4 th iteration, Frobenius norm diff = 0.00483796.
This is 5 th iteration, Frobenius norm diff = 0.00161.
This is 6 th iteration, Frobenius norm diff = 0.000567654.
This is 7 th iteration, Frobenius norm diff = 0.000203944.
This is 8 th iteration, Frobenius norm diff = 7.37492e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.724748.
This is 3 th iteration, Frobenius norm diff = 0.0351049.
This is 4 th iteration, Frobenius norm diff = 0.0118033.
This is 5 th iteration, Frobenius norm diff = 0.00442461.
This is 6 th iteration, Frobenius norm diff = 0.00170522.
This is 7 th iteration, Frobenius norm diff = 0.00066342.
This is 8 th iteration, Frobenius norm diff = 0.000259006.
This is 9 th iteration, Frobenius norm diff = 0.000101252.
This is 10 th iteration, Frobenius norm diff = 3.96021e-05.
Likelihood is -65104.111854
CV Likelihood is -7292.237421
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.507169.
This is 3 th iteration, Frobenius norm diff = 0.0133779.
This is 4 th iteration, Frobenius norm diff = 0.00133051.
This is 5 th iteration, Frobenius norm diff = 0.000258798.
This is 6 th iteration, Frobenius norm diff = 7.05143e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.699141.
This is 3 th iteration, Frobenius norm diff = 0.0200701.
This is 4 th iteration, Frobenius norm diff = 0.00270283.
This is 5 th iteration, Frobenius norm diff = 0.000759289.
This is 6 th iteration, Frobenius norm diff = 0.000240854.
This is 7 th iteration, Frobenius norm diff = 8.21263e-05.
Likelihood is -65104.111854
Likelihood is -48902.177594
CV Likelihood is -7292.237421
CV Likelihood is -5575.986367
Max Ln likelihood diff = 24.89 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.375938.
This is 3 th iteration, Frobenius norm diff = 0.00903991.
This is 4 th iteration, Frobenius norm diff = 0.00193065.
This is 5 th iteration, Frobenius norm diff = 0.000549675.
This is 6 th iteration, Frobenius norm diff = 0.000169321.
This is 7 th iteration, Frobenius norm diff = 5.4979e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.642582.
This is 3 th iteration, Frobenius norm diff = 0.0140522.
This is 4 th iteration, Frobenius norm diff = 0.00292276.
This is 5 th iteration, Frobenius norm diff = 0.000865053.
This is 6 th iteration, Frobenius norm diff = 0.000295028.
This is 7 th iteration, Frobenius norm diff = 0.000104777.
This is 8 th iteration, Frobenius norm diff = 3.78816e-05.
Likelihood is -65104.111854
Likelihood is -48902.177594
Likelihood is -48778.224727
CV Likelihood is -7292.237421
CV Likelihood is -5575.986367
CV Likelihood is -5563.085851
Max Ln likelihood diff = 0.2535 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.497112.
This is 3 th iteration, Frobenius norm diff = 0.0136587.
This is 4 th iteration, Frobenius norm diff = 0.00199002.
This is 5 th iteration, Frobenius norm diff = 0.000489159.
This is 6 th iteration, Frobenius norm diff = 0.000133431.
This is 7 th iteration, Frobenius norm diff = 3.9573e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.698676.
This is 3 th iteration, Frobenius norm diff = 0.0179597.
This is 4 th iteration, Frobenius norm diff = 0.00267869.
This is 5 th iteration, Frobenius norm diff = 0.000872144.
This is 6 th iteration, Frobenius norm diff = 0.000301649.
This is 7 th iteration, Frobenius norm diff = 0.000107465.
This is 8 th iteration, Frobenius norm diff = 3.88328e-05.
Likelihood is -65104.111854
Likelihood is -48902.177594
Likelihood is -48778.224727
Likelihood is -48780.714709
CV Likelihood is -7292.237421
CV Likelihood is -5575.986367
CV Likelihood is -5563.085851
CV Likelihood is -5571.255489
Max Ln likelihood diff = -0.005105 %
factor = 3; fold = 1; esttau = 0.686; Likelihood = -48781; MLikelihood = -5571
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334554.
This is 3 th iteration, Frobenius norm diff = 0.0188522.
This is 4 th iteration, Frobenius norm diff = 0.0047986.
This is 5 th iteration, Frobenius norm diff = 0.00160323.
This is 6 th iteration, Frobenius norm diff = 0.000568793.
This is 7 th iteration, Frobenius norm diff = 0.000205916.
This is 8 th iteration, Frobenius norm diff = 7.50559e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725965.
This is 3 th iteration, Frobenius norm diff = 0.0358557.
This is 4 th iteration, Frobenius norm diff = 0.0121777.
This is 5 th iteration, Frobenius norm diff = 0.00462551.
This is 6 th iteration, Frobenius norm diff = 0.00180588.
This is 7 th iteration, Frobenius norm diff = 0.000711681.
This is 8 th iteration, Frobenius norm diff = 0.000281165.
This is 9 th iteration, Frobenius norm diff = 0.000111589.
This is 10 th iteration, Frobenius norm diff = 4.42353e-05.
Likelihood is -65209.419884
CV Likelihood is -7204.108317
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.50748.
This is 3 th iteration, Frobenius norm diff = 0.0113892.
This is 4 th iteration, Frobenius norm diff = 0.000654935.
This is 5 th iteration, Frobenius norm diff = 0.000175405.
This is 6 th iteration, Frobenius norm diff = 6.33561e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.698966.
This is 3 th iteration, Frobenius norm diff = 0.0202869.
This is 4 th iteration, Frobenius norm diff = 0.00264402.
This is 5 th iteration, Frobenius norm diff = 0.000735506.
This is 6 th iteration, Frobenius norm diff = 0.000245576.
This is 7 th iteration, Frobenius norm diff = 8.80144e-05.
Likelihood is -65209.419884
Likelihood is -48959.398274
CV Likelihood is -7204.108317
CV Likelihood is -5521.130829
Max Ln likelihood diff = 24.92 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.374611.
This is 3 th iteration, Frobenius norm diff = 0.00612662.
This is 4 th iteration, Frobenius norm diff = 0.000862649.
This is 5 th iteration, Frobenius norm diff = 0.000270377.
This is 6 th iteration, Frobenius norm diff = 9.63339e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.643837.
This is 3 th iteration, Frobenius norm diff = 0.0144656.
This is 4 th iteration, Frobenius norm diff = 0.00304797.
This is 5 th iteration, Frobenius norm diff = 0.00089435.
This is 6 th iteration, Frobenius norm diff = 0.000311136.
This is 7 th iteration, Frobenius norm diff = 0.00011304.
This is 8 th iteration, Frobenius norm diff = 4.16349e-05.
Likelihood is -65209.419884
Likelihood is -48959.398274
Likelihood is -48830.889293
CV Likelihood is -7204.108317
CV Likelihood is -5521.130829
CV Likelihood is -5516.821258
Max Ln likelihood diff = 0.2625 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.495735.
This is 3 th iteration, Frobenius norm diff = 0.0115748.
This is 4 th iteration, Frobenius norm diff = 0.00088471.
This is 5 th iteration, Frobenius norm diff = 0.000200103.
This is 6 th iteration, Frobenius norm diff = 6.66569e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.698187.
This is 3 th iteration, Frobenius norm diff = 0.0181105.
This is 4 th iteration, Frobenius norm diff = 0.00279015.
This is 5 th iteration, Frobenius norm diff = 0.000917918.
This is 6 th iteration, Frobenius norm diff = 0.000324691.
This is 7 th iteration, Frobenius norm diff = 0.00011799.
This is 8 th iteration, Frobenius norm diff = 4.34224e-05.
Likelihood is -65209.419884
Likelihood is -48959.398274
Likelihood is -48830.889293
Likelihood is -48832.393754
CV Likelihood is -7204.108317
CV Likelihood is -5521.130829
CV Likelihood is -5516.821258
CV Likelihood is -5513.253404
Max Ln likelihood diff = -0.003081 %
factor = 3; fold = 2; esttau = 0.696; Likelihood = -48832; MLikelihood = -5513
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.335237.
This is 3 th iteration, Frobenius norm diff = 0.0189802.
This is 4 th iteration, Frobenius norm diff = 0.00487225.
This is 5 th iteration, Frobenius norm diff = 0.00163551.
This is 6 th iteration, Frobenius norm diff = 0.000582199.
This is 7 th iteration, Frobenius norm diff = 0.000211447.
This is 8 th iteration, Frobenius norm diff = 7.73368e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725789.
This is 3 th iteration, Frobenius norm diff = 0.0355773.
This is 4 th iteration, Frobenius norm diff = 0.0122154.
This is 5 th iteration, Frobenius norm diff = 0.00465612.
This is 6 th iteration, Frobenius norm diff = 0.00182653.
This is 7 th iteration, Frobenius norm diff = 0.000723535.
This is 8 th iteration, Frobenius norm diff = 0.000287666.
This is 9 th iteration, Frobenius norm diff = 0.000114511.
This is 10 th iteration, Frobenius norm diff = 4.56398e-05.
Likelihood is -65164.746340
CV Likelihood is -7238.025677
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.509158.
This is 3 th iteration, Frobenius norm diff = 0.0121599.
This is 4 th iteration, Frobenius norm diff = 0.00084036.
This is 5 th iteration, Frobenius norm diff = 0.000188137.
This is 6 th iteration, Frobenius norm diff = 6.47135e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.699744.
This is 3 th iteration, Frobenius norm diff = 0.0204768.
This is 4 th iteration, Frobenius norm diff = 0.00286262.
This is 5 th iteration, Frobenius norm diff = 0.000842673.
This is 6 th iteration, Frobenius norm diff = 0.00027799.
This is 7 th iteration, Frobenius norm diff = 9.64747e-05.
Likelihood is -65164.746340
Likelihood is -48958.349803
CV Likelihood is -7238.025677
CV Likelihood is -5516.850899
Max Ln likelihood diff = 24.87 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.377487.
This is 3 th iteration, Frobenius norm diff = 0.00703423.
This is 4 th iteration, Frobenius norm diff = 0.00104231.
This is 5 th iteration, Frobenius norm diff = 0.000303051.
This is 6 th iteration, Frobenius norm diff = 0.00010484.
This is 7 th iteration, Frobenius norm diff = 3.81532e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.644116.
This is 3 th iteration, Frobenius norm diff = 0.0144928.
This is 4 th iteration, Frobenius norm diff = 0.00317383.
This is 5 th iteration, Frobenius norm diff = 0.000948278.
This is 6 th iteration, Frobenius norm diff = 0.000328878.
This is 7 th iteration, Frobenius norm diff = 0.000119333.
This is 8 th iteration, Frobenius norm diff = 4.39042e-05.
Likelihood is -65164.746340
Likelihood is -48958.349803
Likelihood is -48834.766262
CV Likelihood is -7238.025677
CV Likelihood is -5516.850899
CV Likelihood is -5505.246673
Max Ln likelihood diff = 0.2524 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.498639.
This is 3 th iteration, Frobenius norm diff = 0.0128412.
This is 4 th iteration, Frobenius norm diff = 0.00125981.
This is 5 th iteration, Frobenius norm diff = 0.000254006.
This is 6 th iteration, Frobenius norm diff = 7.63687e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.698863.
This is 3 th iteration, Frobenius norm diff = 0.0184932.
This is 4 th iteration, Frobenius norm diff = 0.0029315.
This is 5 th iteration, Frobenius norm diff = 0.000984739.
This is 6 th iteration, Frobenius norm diff = 0.000349806.
This is 7 th iteration, Frobenius norm diff = 0.000126401.
This is 8 th iteration, Frobenius norm diff = 4.62412e-05.
Likelihood is -65164.746340
Likelihood is -48958.349803
Likelihood is -48834.766262
Likelihood is -48838.297479
CV Likelihood is -7238.025677
CV Likelihood is -5516.850899
CV Likelihood is -5505.246673
CV Likelihood is -5510.957678
Max Ln likelihood diff = -0.007231 %
factor = 3; fold = 3; esttau = 0.695; Likelihood = -48838; MLikelihood = -5511
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.335333.
This is 3 th iteration, Frobenius norm diff = 0.0190148.
This is 4 th iteration, Frobenius norm diff = 0.00497901.
This is 5 th iteration, Frobenius norm diff = 0.00169256.
This is 6 th iteration, Frobenius norm diff = 0.000610853.
This is 7 th iteration, Frobenius norm diff = 0.000225032.
This is 8 th iteration, Frobenius norm diff = 8.35134e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725119.
This is 3 th iteration, Frobenius norm diff = 0.0358925.
This is 4 th iteration, Frobenius norm diff = 0.0123831.
This is 5 th iteration, Frobenius norm diff = 0.00477115.
This is 6 th iteration, Frobenius norm diff = 0.00189291.
This is 7 th iteration, Frobenius norm diff = 0.000758536.
This is 8 th iteration, Frobenius norm diff = 0.000305131.
This is 9 th iteration, Frobenius norm diff = 0.000122929.
This is 10 th iteration, Frobenius norm diff = 4.95515e-05.
Likelihood is -65352.460094
CV Likelihood is -7062.237957
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.508481.
This is 3 th iteration, Frobenius norm diff = 0.0122829.
This is 4 th iteration, Frobenius norm diff = 0.000838683.
This is 5 th iteration, Frobenius norm diff = 0.000188514.
This is 6 th iteration, Frobenius norm diff = 6.47822e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700018.
This is 3 th iteration, Frobenius norm diff = 0.021131.
This is 4 th iteration, Frobenius norm diff = 0.00251888.
This is 5 th iteration, Frobenius norm diff = 0.000710165.
This is 6 th iteration, Frobenius norm diff = 0.000248409.
This is 7 th iteration, Frobenius norm diff = 9.16949e-05.
Likelihood is -65352.460094
Likelihood is -48965.150633
CV Likelihood is -7062.237957
CV Likelihood is -5537.849073
Max Ln likelihood diff = 25.08 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.377674.
This is 3 th iteration, Frobenius norm diff = 0.00700925.
This is 4 th iteration, Frobenius norm diff = 0.00103545.
This is 5 th iteration, Frobenius norm diff = 0.000305496.
This is 6 th iteration, Frobenius norm diff = 0.000106957.
This is 7 th iteration, Frobenius norm diff = 3.93966e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.644098.
This is 3 th iteration, Frobenius norm diff = 0.0139242.
This is 4 th iteration, Frobenius norm diff = 0.00312476.
This is 5 th iteration, Frobenius norm diff = 0.000912787.
This is 6 th iteration, Frobenius norm diff = 0.000322597.
This is 7 th iteration, Frobenius norm diff = 0.000119735.
This is 8 th iteration, Frobenius norm diff = 4.48991e-05.
Likelihood is -65352.460094
Likelihood is -48965.150633
Likelihood is -48841.838387
CV Likelihood is -7062.237957
CV Likelihood is -5537.849073
CV Likelihood is -5516.655074
Max Ln likelihood diff = 0.2518 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.497841.
This is 3 th iteration, Frobenius norm diff = 0.0129577.
This is 4 th iteration, Frobenius norm diff = 0.00132928.
This is 5 th iteration, Frobenius norm diff = 0.00027607.
This is 6 th iteration, Frobenius norm diff = 7.91239e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.699216.
This is 3 th iteration, Frobenius norm diff = 0.0191016.
This is 4 th iteration, Frobenius norm diff = 0.00281366.
This is 5 th iteration, Frobenius norm diff = 0.000926158.
This is 6 th iteration, Frobenius norm diff = 0.000333323.
This is 7 th iteration, Frobenius norm diff = 0.000123917.
This is 8 th iteration, Frobenius norm diff = 4.65232e-05.
Likelihood is -65352.460094
Likelihood is -48965.150633
Likelihood is -48841.838387
Likelihood is -48845.829274
CV Likelihood is -7062.237957
CV Likelihood is -5537.849073
CV Likelihood is -5516.655074
CV Likelihood is -5524.892007
Max Ln likelihood diff = -0.008171 %
factor = 3; fold = 4; esttau = 0.693; Likelihood = -48846; MLikelihood = -5525
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.33462.
This is 3 th iteration, Frobenius norm diff = 0.0190134.
This is 4 th iteration, Frobenius norm diff = 0.00489118.
This is 5 th iteration, Frobenius norm diff = 0.001644.
This is 6 th iteration, Frobenius norm diff = 0.000586494.
This is 7 th iteration, Frobenius norm diff = 0.000213506.
This is 8 th iteration, Frobenius norm diff = 7.82869e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.726024.
This is 3 th iteration, Frobenius norm diff = 0.035354.
This is 4 th iteration, Frobenius norm diff = 0.012061.
This is 5 th iteration, Frobenius norm diff = 0.00460067.
This is 6 th iteration, Frobenius norm diff = 0.00180632.
This is 7 th iteration, Frobenius norm diff = 0.000716272.
This is 8 th iteration, Frobenius norm diff = 0.000284852.
This is 9 th iteration, Frobenius norm diff = 0.000113761.
This is 10 th iteration, Frobenius norm diff = 4.53875e-05.
Likelihood is -65124.477967
CV Likelihood is -7269.960497
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.507166.
This is 3 th iteration, Frobenius norm diff = 0.0118216.
This is 4 th iteration, Frobenius norm diff = 0.000699482.
This is 5 th iteration, Frobenius norm diff = 0.000176639.
This is 6 th iteration, Frobenius norm diff = 6.33245e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700718.
This is 3 th iteration, Frobenius norm diff = 0.02074.
This is 4 th iteration, Frobenius norm diff = 0.00271285.
This is 5 th iteration, Frobenius norm diff = 0.000763976.
This is 6 th iteration, Frobenius norm diff = 0.000250592.
This is 7 th iteration, Frobenius norm diff = 8.86707e-05.
Likelihood is -65124.477967
Likelihood is -48842.524809
CV Likelihood is -7269.960497
CV Likelihood is -5634.869395
Max Ln likelihood diff = 25 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.375299.
This is 3 th iteration, Frobenius norm diff = 0.00659769.
This is 4 th iteration, Frobenius norm diff = 0.000970588.
This is 5 th iteration, Frobenius norm diff = 0.000289621.
This is 6 th iteration, Frobenius norm diff = 0.000101112.
This is 7 th iteration, Frobenius norm diff = 3.69125e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.644172.
This is 3 th iteration, Frobenius norm diff = 0.0145622.
This is 4 th iteration, Frobenius norm diff = 0.00305058.
This is 5 th iteration, Frobenius norm diff = 0.000893436.
This is 6 th iteration, Frobenius norm diff = 0.000312781.
This is 7 th iteration, Frobenius norm diff = 0.00011389.
This is 8 th iteration, Frobenius norm diff = 4.19734e-05.
Likelihood is -65124.477967
Likelihood is -48842.524809
Likelihood is -48715.815009
CV Likelihood is -7269.960497
CV Likelihood is -5634.869395
CV Likelihood is -5635.024971
Max Ln likelihood diff = 0.2594 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.495436.
This is 3 th iteration, Frobenius norm diff = 0.0121539.
This is 4 th iteration, Frobenius norm diff = 0.00106075.
This is 5 th iteration, Frobenius norm diff = 0.000225229.
This is 6 th iteration, Frobenius norm diff = 6.93535e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700076.
This is 3 th iteration, Frobenius norm diff = 0.0185931.
This is 4 th iteration, Frobenius norm diff = 0.0028237.
This is 5 th iteration, Frobenius norm diff = 0.000928265.
This is 6 th iteration, Frobenius norm diff = 0.000324677.
This is 7 th iteration, Frobenius norm diff = 0.000117296.
This is 8 th iteration, Frobenius norm diff = 4.30635e-05.
Likelihood is -65124.477967
Likelihood is -48842.524809
Likelihood is -48715.815009
Likelihood is -48719.440982
CV Likelihood is -7269.960497
CV Likelihood is -5634.869395
CV Likelihood is -5635.024971
CV Likelihood is -5632.916558
Max Ln likelihood diff = -0.007443 %
factor = 3; fold = 5; esttau = 0.685; Likelihood = -48719; MLikelihood = -5633
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334857.
This is 3 th iteration, Frobenius norm diff = 0.0187508.
This is 4 th iteration, Frobenius norm diff = 0.00483004.
This is 5 th iteration, Frobenius norm diff = 0.00162284.
This is 6 th iteration, Frobenius norm diff = 0.000578734.
This is 7 th iteration, Frobenius norm diff = 0.000210575.
This is 8 th iteration, Frobenius norm diff = 7.71689e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725301.
This is 3 th iteration, Frobenius norm diff = 0.0355622.
This is 4 th iteration, Frobenius norm diff = 0.0119974.
This is 5 th iteration, Frobenius norm diff = 0.00456085.
This is 6 th iteration, Frobenius norm diff = 0.00178513.
This is 7 th iteration, Frobenius norm diff = 0.000705774.
This is 8 th iteration, Frobenius norm diff = 0.000280072.
This is 9 th iteration, Frobenius norm diff = 0.000111317.
This is 10 th iteration, Frobenius norm diff = 4.42637e-05.
Likelihood is -64913.894808
CV Likelihood is -7497.188900
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.506518.
This is 3 th iteration, Frobenius norm diff = 0.0115353.
This is 4 th iteration, Frobenius norm diff = 0.000649696.
This is 5 th iteration, Frobenius norm diff = 0.000164646.
This is 6 th iteration, Frobenius norm diff = 5.91019e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.701026.
This is 3 th iteration, Frobenius norm diff = 0.0199855.
This is 4 th iteration, Frobenius norm diff = 0.00257076.
This is 5 th iteration, Frobenius norm diff = 0.000761066.
This is 6 th iteration, Frobenius norm diff = 0.000251281.
This is 7 th iteration, Frobenius norm diff = 8.7111e-05.
Likelihood is -64913.894808
Likelihood is -48880.614993
CV Likelihood is -7497.188900
CV Likelihood is -5578.802160
Max Ln likelihood diff = 24.7 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.374182.
This is 3 th iteration, Frobenius norm diff = 0.00620763.
This is 4 th iteration, Frobenius norm diff = 0.000886176.
This is 5 th iteration, Frobenius norm diff = 0.00027365.
This is 6 th iteration, Frobenius norm diff = 9.69463e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.64441.
This is 3 th iteration, Frobenius norm diff = 0.0149087.
This is 4 th iteration, Frobenius norm diff = 0.00321792.
This is 5 th iteration, Frobenius norm diff = 0.000925773.
This is 6 th iteration, Frobenius norm diff = 0.000316808.
This is 7 th iteration, Frobenius norm diff = 0.000113608.
This is 8 th iteration, Frobenius norm diff = 4.14531e-05.
Likelihood is -64913.894808
Likelihood is -48880.614993
Likelihood is -48755.863630
CV Likelihood is -7497.188900
CV Likelihood is -5578.802160
CV Likelihood is -5567.641004
Max Ln likelihood diff = 0.2552 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.494405.
This is 3 th iteration, Frobenius norm diff = 0.0117716.
This is 4 th iteration, Frobenius norm diff = 0.000930409.
This is 5 th iteration, Frobenius norm diff = 0.000199698.
This is 6 th iteration, Frobenius norm diff = 6.34805e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700219.
This is 3 th iteration, Frobenius norm diff = 0.0177867.
This is 4 th iteration, Frobenius norm diff = 0.00256602.
This is 5 th iteration, Frobenius norm diff = 0.000854895.
This is 6 th iteration, Frobenius norm diff = 0.000302315.
This is 7 th iteration, Frobenius norm diff = 0.000109322.
This is 8 th iteration, Frobenius norm diff = 3.99808e-05.
Likelihood is -64913.894808
Likelihood is -48880.614993
Likelihood is -48755.863630
Likelihood is -48756.859749
CV Likelihood is -7497.188900
CV Likelihood is -5578.802160
CV Likelihood is -5567.641004
CV Likelihood is -5567.496098
Max Ln likelihood diff = -0.002043 %
factor = 3; fold = 6; esttau = 0.685; Likelihood = -48757; MLikelihood = -5567
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.335296.
This is 3 th iteration, Frobenius norm diff = 0.0190464.
This is 4 th iteration, Frobenius norm diff = 0.00492864.
This is 5 th iteration, Frobenius norm diff = 0.00167792.
This is 6 th iteration, Frobenius norm diff = 0.000606199.
This is 7 th iteration, Frobenius norm diff = 0.000223518.
This is 8 th iteration, Frobenius norm diff = 8.30191e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725856.
This is 3 th iteration, Frobenius norm diff = 0.0360332.
This is 4 th iteration, Frobenius norm diff = 0.0124752.
This is 5 th iteration, Frobenius norm diff = 0.00482555.
This is 6 th iteration, Frobenius norm diff = 0.00192046.
This is 7 th iteration, Frobenius norm diff = 0.000771956.
This is 8 th iteration, Frobenius norm diff = 0.000311452.
This is 9 th iteration, Frobenius norm diff = 0.000125824.
This is 10 th iteration, Frobenius norm diff = 5.08804e-05.
Likelihood is -64891.076953
CV Likelihood is -7539.823686
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.508404.
This is 3 th iteration, Frobenius norm diff = 0.0130759.
This is 4 th iteration, Frobenius norm diff = 0.00137022.
This is 5 th iteration, Frobenius norm diff = 0.000322299.
This is 6 th iteration, Frobenius norm diff = 9.25746e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.697917.
This is 3 th iteration, Frobenius norm diff = 0.021127.
This is 4 th iteration, Frobenius norm diff = 0.00284017.
This is 5 th iteration, Frobenius norm diff = 0.000859137.
This is 6 th iteration, Frobenius norm diff = 0.000295829.
This is 7 th iteration, Frobenius norm diff = 0.00010687.
This is 8 th iteration, Frobenius norm diff = 3.94005e-05.
Likelihood is -64891.076953
Likelihood is -48865.128933
CV Likelihood is -7539.823686
CV Likelihood is -5650.474867
Max Ln likelihood diff = 24.7 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.378345.
This is 3 th iteration, Frobenius norm diff = 0.00894744.
This is 4 th iteration, Frobenius norm diff = 0.00196866.
This is 5 th iteration, Frobenius norm diff = 0.000603084.
This is 6 th iteration, Frobenius norm diff = 0.000196746.
This is 7 th iteration, Frobenius norm diff = 6.66372e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.64367.
This is 3 th iteration, Frobenius norm diff = 0.0143095.
This is 4 th iteration, Frobenius norm diff = 0.00312086.
This is 5 th iteration, Frobenius norm diff = 0.000990141.
This is 6 th iteration, Frobenius norm diff = 0.000354216.
This is 7 th iteration, Frobenius norm diff = 0.000130257.
This is 8 th iteration, Frobenius norm diff = 4.85135e-05.
Likelihood is -64891.076953
Likelihood is -48865.128933
Likelihood is -48747.303114
CV Likelihood is -7539.823686
CV Likelihood is -5650.474867
CV Likelihood is -5639.632774
Max Ln likelihood diff = 0.2411 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.499355.
This is 3 th iteration, Frobenius norm diff = 0.0135429.
This is 4 th iteration, Frobenius norm diff = 0.00185347.
This is 5 th iteration, Frobenius norm diff = 0.000512991.
This is 6 th iteration, Frobenius norm diff = 0.00016014.
This is 7 th iteration, Frobenius norm diff = 5.24029e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.697191.
This is 3 th iteration, Frobenius norm diff = 0.0188183.
This is 4 th iteration, Frobenius norm diff = 0.00289073.
This is 5 th iteration, Frobenius norm diff = 0.00098738.
This is 6 th iteration, Frobenius norm diff = 0.000358917.
This is 7 th iteration, Frobenius norm diff = 0.000132904.
This is 8 th iteration, Frobenius norm diff = 4.97955e-05.
Likelihood is -64891.076953
Likelihood is -48865.128933
Likelihood is -48747.303114
Likelihood is -48750.527958
CV Likelihood is -7539.823686
CV Likelihood is -5650.474867
CV Likelihood is -5639.632774
CV Likelihood is -5646.855067
Max Ln likelihood diff = -0.006615 %
factor = 3; fold = 7; esttau = 0.701; Likelihood = -48751; MLikelihood = -5647
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334714.
This is 3 th iteration, Frobenius norm diff = 0.0190207.
This is 4 th iteration, Frobenius norm diff = 0.00486603.
This is 5 th iteration, Frobenius norm diff = 0.00162879.
This is 6 th iteration, Frobenius norm diff = 0.000578794.
This is 7 th iteration, Frobenius norm diff = 0.000209826.
This is 8 th iteration, Frobenius norm diff = 7.66045e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.724654.
This is 3 th iteration, Frobenius norm diff = 0.0353015.
This is 4 th iteration, Frobenius norm diff = 0.011946.
This is 5 th iteration, Frobenius norm diff = 0.0045302.
This is 6 th iteration, Frobenius norm diff = 0.00176509.
This is 7 th iteration, Frobenius norm diff = 0.000694099.
This is 8 th iteration, Frobenius norm diff = 0.000273888.
This is 9 th iteration, Frobenius norm diff = 0.000108198.
This is 10 th iteration, Frobenius norm diff = 4.2792e-05.
Likelihood is -65071.773761
CV Likelihood is -7321.597755
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.509295.
This is 3 th iteration, Frobenius norm diff = 0.0118196.
This is 4 th iteration, Frobenius norm diff = 0.000697913.
This is 5 th iteration, Frobenius norm diff = 0.000168309.
This is 6 th iteration, Frobenius norm diff = 5.91766e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.701479.
This is 3 th iteration, Frobenius norm diff = 0.0202731.
This is 4 th iteration, Frobenius norm diff = 0.00232211.
This is 5 th iteration, Frobenius norm diff = 0.00065375.
This is 6 th iteration, Frobenius norm diff = 0.000220694.
This is 7 th iteration, Frobenius norm diff = 7.91597e-05.
Likelihood is -65071.773761
Likelihood is -48953.784879
CV Likelihood is -7321.597755
CV Likelihood is -5489.681260
Max Ln likelihood diff = 24.77 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.375573.
This is 3 th iteration, Frobenius norm diff = 0.00621401.
This is 4 th iteration, Frobenius norm diff = 0.000913914.
This is 5 th iteration, Frobenius norm diff = 0.00028123.
This is 6 th iteration, Frobenius norm diff = 9.85632e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.645065.
This is 3 th iteration, Frobenius norm diff = 0.0140039.
This is 4 th iteration, Frobenius norm diff = 0.00292105.
This is 5 th iteration, Frobenius norm diff = 0.000838931.
This is 6 th iteration, Frobenius norm diff = 0.000292148.
This is 7 th iteration, Frobenius norm diff = 0.000106697.
This is 8 th iteration, Frobenius norm diff = 3.9411e-05.
Likelihood is -65071.773761
Likelihood is -48953.784879
Likelihood is -48833.825505
CV Likelihood is -7321.597755
CV Likelihood is -5489.681260
CV Likelihood is -5473.086848
Max Ln likelihood diff = 0.245 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.496983.
This is 3 th iteration, Frobenius norm diff = 0.0118707.
This is 4 th iteration, Frobenius norm diff = 0.000966256.
This is 5 th iteration, Frobenius norm diff = 0.000219588.
This is 6 th iteration, Frobenius norm diff = 6.84154e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700871.
This is 3 th iteration, Frobenius norm diff = 0.0182251.
This is 4 th iteration, Frobenius norm diff = 0.00251695.
This is 5 th iteration, Frobenius norm diff = 0.000830661.
This is 6 th iteration, Frobenius norm diff = 0.000297194.
This is 7 th iteration, Frobenius norm diff = 0.000108751.
This is 8 th iteration, Frobenius norm diff = 4.01564e-05.
Likelihood is -65071.773761
Likelihood is -48953.784879
Likelihood is -48833.825505
Likelihood is -48836.374908
CV Likelihood is -7321.597755
CV Likelihood is -5489.681260
CV Likelihood is -5473.086848
CV Likelihood is -5476.028669
Max Ln likelihood diff = -0.005221 %
factor = 3; fold = 8; esttau = 0.689; Likelihood = -48836; MLikelihood = -5476
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334614.
This is 3 th iteration, Frobenius norm diff = 0.0192712.
This is 4 th iteration, Frobenius norm diff = 0.00495.
This is 5 th iteration, Frobenius norm diff = 0.00166679.
This is 6 th iteration, Frobenius norm diff = 0.000596094.
This is 7 th iteration, Frobenius norm diff = 0.000217572.
This is 8 th iteration, Frobenius norm diff = 7.99646e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725375.
This is 3 th iteration, Frobenius norm diff = 0.0350334.
This is 4 th iteration, Frobenius norm diff = 0.0119792.
This is 5 th iteration, Frobenius norm diff = 0.00456135.
This is 6 th iteration, Frobenius norm diff = 0.001786.
This is 7 th iteration, Frobenius norm diff = 0.00070615.
This is 8 th iteration, Frobenius norm diff = 0.000280207.
This is 9 th iteration, Frobenius norm diff = 0.000111344.
This is 10 th iteration, Frobenius norm diff = 4.42685e-05.
Likelihood is -64887.161985
CV Likelihood is -7524.775117
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.506696.
This is 3 th iteration, Frobenius norm diff = 0.0117963.
This is 4 th iteration, Frobenius norm diff = 0.000638305.
This is 5 th iteration, Frobenius norm diff = 0.000166093.
This is 6 th iteration, Frobenius norm diff = 6.00735e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.70103.
This is 3 th iteration, Frobenius norm diff = 0.0200202.
This is 4 th iteration, Frobenius norm diff = 0.00236199.
This is 5 th iteration, Frobenius norm diff = 0.000672766.
This is 6 th iteration, Frobenius norm diff = 0.000228933.
This is 7 th iteration, Frobenius norm diff = 8.27274e-05.
Likelihood is -64887.161985
Likelihood is -48975.782622
CV Likelihood is -7524.775117
CV Likelihood is -5495.119024
Max Ln likelihood diff = 24.52 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.374978.
This is 3 th iteration, Frobenius norm diff = 0.00632344.
This is 4 th iteration, Frobenius norm diff = 0.000885869.
This is 5 th iteration, Frobenius norm diff = 0.000276336.
This is 6 th iteration, Frobenius norm diff = 9.82424e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.64455.
This is 3 th iteration, Frobenius norm diff = 0.0129209.
This is 4 th iteration, Frobenius norm diff = 0.00261596.
This is 5 th iteration, Frobenius norm diff = 0.000840309.
This is 6 th iteration, Frobenius norm diff = 0.000301807.
This is 7 th iteration, Frobenius norm diff = 0.000111013.
This is 8 th iteration, Frobenius norm diff = 4.12023e-05.
Likelihood is -64887.161985
Likelihood is -48975.782622
Likelihood is -48849.791060
CV Likelihood is -7524.775117
CV Likelihood is -5495.119024
CV Likelihood is -5477.576474
Max Ln likelihood diff = 0.2573 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.495752.
This is 3 th iteration, Frobenius norm diff = 0.0120853.
This is 4 th iteration, Frobenius norm diff = 0.000911182.
This is 5 th iteration, Frobenius norm diff = 0.000201165.
This is 6 th iteration, Frobenius norm diff = 6.57166e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.700151.
This is 3 th iteration, Frobenius norm diff = 0.0182827.
This is 4 th iteration, Frobenius norm diff = 0.00254741.
This is 5 th iteration, Frobenius norm diff = 0.000846804.
This is 6 th iteration, Frobenius norm diff = 0.000304414.
This is 7 th iteration, Frobenius norm diff = 0.000111912.
This is 8 th iteration, Frobenius norm diff = 4.14961e-05.
Likelihood is -64887.161985
Likelihood is -48975.782622
Likelihood is -48849.791060
Likelihood is -48853.025005
CV Likelihood is -7524.775117
CV Likelihood is -5495.119024
CV Likelihood is -5477.576474
CV Likelihood is -5477.747986
Max Ln likelihood diff = -0.00662 %
factor = 3; fold = 9; esttau = 0.686; Likelihood = -48853; MLikelihood = -5478
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.334656.
This is 3 th iteration, Frobenius norm diff = 0.0188973.
This is 4 th iteration, Frobenius norm diff = 0.00489971.
This is 5 th iteration, Frobenius norm diff = 0.00166385.
This is 6 th iteration, Frobenius norm diff = 0.000600105.
This is 7 th iteration, Frobenius norm diff = 0.000220943.
This is 8 th iteration, Frobenius norm diff = 8.19198e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725349.
This is 3 th iteration, Frobenius norm diff = 0.0361132.
This is 4 th iteration, Frobenius norm diff = 0.0124272.
This is 5 th iteration, Frobenius norm diff = 0.00477808.
This is 6 th iteration, Frobenius norm diff = 0.00189126.
This is 7 th iteration, Frobenius norm diff = 0.00075602.
This is 8 th iteration, Frobenius norm diff = 0.000303322.
This is 9 th iteration, Frobenius norm diff = 0.00012187.
This is 10 th iteration, Frobenius norm diff = 4.89926e-05.
Likelihood is -64836.981790
CV Likelihood is -7603.164003
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.50916.
This is 3 th iteration, Frobenius norm diff = 0.0119035.
This is 4 th iteration, Frobenius norm diff = 0.000697535.
This is 5 th iteration, Frobenius norm diff = 0.00018216.
This is 6 th iteration, Frobenius norm diff = 6.61828e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.698387.
This is 3 th iteration, Frobenius norm diff = 0.0208961.
This is 4 th iteration, Frobenius norm diff = 0.00278849.
This is 5 th iteration, Frobenius norm diff = 0.000793498.
This is 6 th iteration, Frobenius norm diff = 0.000271835.
This is 7 th iteration, Frobenius norm diff = 9.90784e-05.
Likelihood is -64836.981790
Likelihood is -48973.816958
CV Likelihood is -7603.164003
CV Likelihood is -5529.371462
Max Ln likelihood diff = 24.47 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.374961.
This is 3 th iteration, Frobenius norm diff = 0.00685284.
This is 4 th iteration, Frobenius norm diff = 0.00107667.
This is 5 th iteration, Frobenius norm diff = 0.000317028.
This is 6 th iteration, Frobenius norm diff = 0.00010895.
This is 7 th iteration, Frobenius norm diff = 3.96733e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.643426.
This is 3 th iteration, Frobenius norm diff = 0.0147045.
This is 4 th iteration, Frobenius norm diff = 0.00313214.
This is 5 th iteration, Frobenius norm diff = 0.000935744.
This is 6 th iteration, Frobenius norm diff = 0.000330187.
This is 7 th iteration, Frobenius norm diff = 0.000121588.
This is 8 th iteration, Frobenius norm diff = 4.53688e-05.
Likelihood is -64836.981790
Likelihood is -48973.816958
Likelihood is -48844.138511
CV Likelihood is -7603.164003
CV Likelihood is -5529.371462
CV Likelihood is -5527.063843
Max Ln likelihood diff = 0.2648 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.497211.
This is 3 th iteration, Frobenius norm diff = 0.0123004.
This is 4 th iteration, Frobenius norm diff = 0.0011492.
This is 5 th iteration, Frobenius norm diff = 0.00026326.
This is 6 th iteration, Frobenius norm diff = 8.03742e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.697757.
This is 3 th iteration, Frobenius norm diff = 0.0189443.
This is 4 th iteration, Frobenius norm diff = 0.00294959.
This is 5 th iteration, Frobenius norm diff = 0.000978681.
This is 6 th iteration, Frobenius norm diff = 0.000353841.
This is 7 th iteration, Frobenius norm diff = 0.000131706.
This is 8 th iteration, Frobenius norm diff = 4.94006e-05.
Likelihood is -64836.981790
Likelihood is -48973.816958
Likelihood is -48844.138511
Likelihood is -48845.413233
CV Likelihood is -7603.164003
CV Likelihood is -5529.371462
CV Likelihood is -5527.063843
CV Likelihood is -5525.670648
Max Ln likelihood diff = -0.00261 %
factor = 3; fold = 10; esttau = 0.698; Likelihood = -48845; MLikelihood = -5526
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337327.
This is 3 th iteration, Frobenius norm diff = 0.0209134.
This is 4 th iteration, Frobenius norm diff = 0.00511856.
This is 5 th iteration, Frobenius norm diff = 0.00169009.
This is 6 th iteration, Frobenius norm diff = 0.000591687.
This is 7 th iteration, Frobenius norm diff = 0.000211213.
This is 8 th iteration, Frobenius norm diff = 7.58818e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.775042.
This is 3 th iteration, Frobenius norm diff = 0.0427178.
This is 4 th iteration, Frobenius norm diff = 0.0138722.
This is 5 th iteration, Frobenius norm diff = 0.00506327.
This is 6 th iteration, Frobenius norm diff = 0.00192861.
This is 7 th iteration, Frobenius norm diff = 0.00074542.
This is 8 th iteration, Frobenius norm diff = 0.000289664.
This is 9 th iteration, Frobenius norm diff = 0.000112792.
This is 10 th iteration, Frobenius norm diff = 4.39494e-05.
Likelihood is -64858.841956
CV Likelihood is -7321.026860
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.509036.
This is 3 th iteration, Frobenius norm diff = 0.0135143.
This is 4 th iteration, Frobenius norm diff = 0.00134379.
This is 5 th iteration, Frobenius norm diff = 0.000262979.
This is 6 th iteration, Frobenius norm diff = 7.3013e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.984978.
This is 3 th iteration, Frobenius norm diff = 0.0466094.
This is 4 th iteration, Frobenius norm diff = 0.00472639.
This is 5 th iteration, Frobenius norm diff = 0.00143495.
This is 6 th iteration, Frobenius norm diff = 0.000499461.
This is 7 th iteration, Frobenius norm diff = 0.000180298.
This is 8 th iteration, Frobenius norm diff = 6.5698e-05.
Likelihood is -64858.841956
Likelihood is -48768.100637
CV Likelihood is -7321.026860
CV Likelihood is -5610.240928
Max Ln likelihood diff = 24.81 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.386674.
This is 3 th iteration, Frobenius norm diff = 0.00910117.
This is 4 th iteration, Frobenius norm diff = 0.00191686.
This is 5 th iteration, Frobenius norm diff = 0.000538143.
This is 6 th iteration, Frobenius norm diff = 0.000163684.
This is 7 th iteration, Frobenius norm diff = 5.24456e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.732889.
This is 3 th iteration, Frobenius norm diff = 0.0146341.
This is 4 th iteration, Frobenius norm diff = 0.00290244.
This is 5 th iteration, Frobenius norm diff = 0.000838963.
This is 6 th iteration, Frobenius norm diff = 0.000282067.
This is 7 th iteration, Frobenius norm diff = 9.92073e-05.
Likelihood is -64858.841956
Likelihood is -48768.100637
Likelihood is -48660.547982
CV Likelihood is -7321.026860
CV Likelihood is -5610.240928
CV Likelihood is -5594.133618
Max Ln likelihood diff = 0.2205 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.500261.
This is 3 th iteration, Frobenius norm diff = 0.0140769.
This is 4 th iteration, Frobenius norm diff = 0.00213588.
This is 5 th iteration, Frobenius norm diff = 0.00053008.
This is 6 th iteration, Frobenius norm diff = 0.000143424.
This is 7 th iteration, Frobenius norm diff = 4.17897e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.02125.
This is 3 th iteration, Frobenius norm diff = 0.0308746.
This is 4 th iteration, Frobenius norm diff = 0.00469888.
This is 5 th iteration, Frobenius norm diff = 0.00158824.
This is 6 th iteration, Frobenius norm diff = 0.000578467.
This is 7 th iteration, Frobenius norm diff = 0.00021022.
This is 8 th iteration, Frobenius norm diff = 7.63248e-05.
Likelihood is -64858.841956
Likelihood is -48768.100637
Likelihood is -48660.547982
Likelihood is -48602.091079
CV Likelihood is -7321.026860
CV Likelihood is -5610.240928
CV Likelihood is -5594.133618
CV Likelihood is -5623.171226
Max Ln likelihood diff = 0.1201 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.393588.
This is 3 th iteration, Frobenius norm diff = 0.00877176.
This is 4 th iteration, Frobenius norm diff = 0.00186376.
This is 5 th iteration, Frobenius norm diff = 0.000538713.
This is 6 th iteration, Frobenius norm diff = 0.000167679.
This is 7 th iteration, Frobenius norm diff = 5.44986e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.73815.
This is 3 th iteration, Frobenius norm diff = 0.0142524.
This is 4 th iteration, Frobenius norm diff = 0.00300545.
This is 5 th iteration, Frobenius norm diff = 0.000885692.
This is 6 th iteration, Frobenius norm diff = 0.000300265.
This is 7 th iteration, Frobenius norm diff = 0.000105788.
This is 8 th iteration, Frobenius norm diff = 3.78868e-05.
Likelihood is -64858.841956
Likelihood is -48768.100637
Likelihood is -48660.547982
Likelihood is -48602.091079
Likelihood is -48648.848317
CV Likelihood is -7321.026860
CV Likelihood is -5610.240928
CV Likelihood is -5594.133618
CV Likelihood is -5623.171226
CV Likelihood is -5605.068289
Max Ln likelihood diff = -0.0962 %
factor = 4; fold = 1; esttau = 0.687; Likelihood = -48649; MLikelihood = -5605
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.336872.
This is 3 th iteration, Frobenius norm diff = 0.020652.
This is 4 th iteration, Frobenius norm diff = 0.00508041.
This is 5 th iteration, Frobenius norm diff = 0.00168147.
This is 6 th iteration, Frobenius norm diff = 0.000591908.
This is 7 th iteration, Frobenius norm diff = 0.000212816.
This is 8 th iteration, Frobenius norm diff = 7.70593e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.774817.
This is 3 th iteration, Frobenius norm diff = 0.0442579.
This is 4 th iteration, Frobenius norm diff = 0.0143509.
This is 5 th iteration, Frobenius norm diff = 0.00530014.
This is 6 th iteration, Frobenius norm diff = 0.00204437.
This is 7 th iteration, Frobenius norm diff = 0.000800358.
This is 8 th iteration, Frobenius norm diff = 0.000314864.
This is 9 th iteration, Frobenius norm diff = 0.000124339.
This is 10 th iteration, Frobenius norm diff = 4.91579e-05.
Likelihood is -64966.261117
CV Likelihood is -7215.844460
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.509001.
This is 3 th iteration, Frobenius norm diff = 0.0114614.
This is 4 th iteration, Frobenius norm diff = 0.000688457.
This is 5 th iteration, Frobenius norm diff = 0.000188567.
This is 6 th iteration, Frobenius norm diff = 6.78455e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.979223.
This is 3 th iteration, Frobenius norm diff = 0.0482459.
This is 4 th iteration, Frobenius norm diff = 0.00480719.
This is 5 th iteration, Frobenius norm diff = 0.00155786.
This is 6 th iteration, Frobenius norm diff = 0.000563304.
This is 7 th iteration, Frobenius norm diff = 0.0002058.
This is 8 th iteration, Frobenius norm diff = 7.53066e-05.
Likelihood is -64966.261117
Likelihood is -48829.112670
CV Likelihood is -7215.844460
CV Likelihood is -5551.022607
Max Ln likelihood diff = 24.84 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.385731.
This is 3 th iteration, Frobenius norm diff = 0.0062543.
This is 4 th iteration, Frobenius norm diff = 0.000861622.
This is 5 th iteration, Frobenius norm diff = 0.000267676.
This is 6 th iteration, Frobenius norm diff = 9.48738e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.730867.
This is 3 th iteration, Frobenius norm diff = 0.0150536.
This is 4 th iteration, Frobenius norm diff = 0.00305.
This is 5 th iteration, Frobenius norm diff = 0.000881383.
This is 6 th iteration, Frobenius norm diff = 0.000303074.
This is 7 th iteration, Frobenius norm diff = 0.000109195.
This is 8 th iteration, Frobenius norm diff = 3.98997e-05.
Likelihood is -64966.261117
Likelihood is -48829.112670
Likelihood is -48683.024738
CV Likelihood is -7215.844460
CV Likelihood is -5551.022607
CV Likelihood is -5551.718495
Max Ln likelihood diff = 0.2992 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.498503.
This is 3 th iteration, Frobenius norm diff = 0.0116166.
This is 4 th iteration, Frobenius norm diff = 0.00089786.
This is 5 th iteration, Frobenius norm diff = 0.000211606.
This is 6 th iteration, Frobenius norm diff = 7.09298e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.998162.
This is 3 th iteration, Frobenius norm diff = 0.03449.
This is 4 th iteration, Frobenius norm diff = 0.0049131.
This is 5 th iteration, Frobenius norm diff = 0.00165166.
This is 6 th iteration, Frobenius norm diff = 0.000608557.
This is 7 th iteration, Frobenius norm diff = 0.000223583.
This is 8 th iteration, Frobenius norm diff = 8.2023e-05.
Likelihood is -64966.261117
Likelihood is -48829.112670
Likelihood is -48683.024738
Likelihood is -48665.100932
CV Likelihood is -7215.844460
CV Likelihood is -5551.022607
CV Likelihood is -5551.718495
CV Likelihood is -5553.917124
Max Ln likelihood diff = 0.03682 %
factor = 4; fold = 2; esttau = 0.699; Likelihood = -48665; MLikelihood = -5554
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337553.
This is 3 th iteration, Frobenius norm diff = 0.020869.
This is 4 th iteration, Frobenius norm diff = 0.00516827.
This is 5 th iteration, Frobenius norm diff = 0.00171967.
This is 6 th iteration, Frobenius norm diff = 0.000607745.
This is 7 th iteration, Frobenius norm diff = 0.000219334.
This is 8 th iteration, Frobenius norm diff = 7.97352e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.774363.
This is 3 th iteration, Frobenius norm diff = 0.0435522.
This is 4 th iteration, Frobenius norm diff = 0.0143315.
This is 5 th iteration, Frobenius norm diff = 0.00532494.
This is 6 th iteration, Frobenius norm diff = 0.00206647.
This is 7 th iteration, Frobenius norm diff = 0.000813919.
This is 8 th iteration, Frobenius norm diff = 0.000322361.
This is 9 th iteration, Frobenius norm diff = 0.000127916.
This is 10 th iteration, Frobenius norm diff = 5.08417e-05.
Likelihood is -64920.004502
CV Likelihood is -7258.421728
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.510623.
This is 3 th iteration, Frobenius norm diff = 0.0122172.
This is 4 th iteration, Frobenius norm diff = 0.000840433.
This is 5 th iteration, Frobenius norm diff = 0.000199383.
This is 6 th iteration, Frobenius norm diff = 6.96318e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.00181.
This is 3 th iteration, Frobenius norm diff = 0.0465752.
This is 4 th iteration, Frobenius norm diff = 0.00508449.
This is 5 th iteration, Frobenius norm diff = 0.00172116.
This is 6 th iteration, Frobenius norm diff = 0.000622769.
This is 7 th iteration, Frobenius norm diff = 0.000226952.
This is 8 th iteration, Frobenius norm diff = 8.3071e-05.
Likelihood is -64920.004502
Likelihood is -48827.418617
CV Likelihood is -7258.421728
CV Likelihood is -5543.121061
Max Ln likelihood diff = 24.79 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.389622.
This is 3 th iteration, Frobenius norm diff = 0.00724185.
This is 4 th iteration, Frobenius norm diff = 0.00104826.
This is 5 th iteration, Frobenius norm diff = 0.000299444.
This is 6 th iteration, Frobenius norm diff = 0.000102639.
This is 7 th iteration, Frobenius norm diff = 3.69684e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.736133.
This is 3 th iteration, Frobenius norm diff = 0.0154053.
This is 4 th iteration, Frobenius norm diff = 0.00319134.
This is 5 th iteration, Frobenius norm diff = 0.00092451.
This is 6 th iteration, Frobenius norm diff = 0.000314658.
This is 7 th iteration, Frobenius norm diff = 0.000112235.
This is 8 th iteration, Frobenius norm diff = 4.06831e-05.
Likelihood is -64920.004502
Likelihood is -48827.418617
Likelihood is -48717.860538
CV Likelihood is -7258.421728
CV Likelihood is -5543.121061
CV Likelihood is -5573.834064
Max Ln likelihood diff = 0.2244 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.501227.
This is 3 th iteration, Frobenius norm diff = 0.0130185.
This is 4 th iteration, Frobenius norm diff = 0.00128686.
This is 5 th iteration, Frobenius norm diff = 0.000267655.
This is 6 th iteration, Frobenius norm diff = 8.19514e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.02949.
This is 3 th iteration, Frobenius norm diff = 0.0336126.
This is 4 th iteration, Frobenius norm diff = 0.00525887.
This is 5 th iteration, Frobenius norm diff = 0.00182499.
This is 6 th iteration, Frobenius norm diff = 0.000675056.
This is 7 th iteration, Frobenius norm diff = 0.000249351.
This is 8 th iteration, Frobenius norm diff = 9.19733e-05.
Likelihood is -64920.004502
Likelihood is -48827.418617
Likelihood is -48717.860538
Likelihood is -48668.521106
CV Likelihood is -7258.421728
CV Likelihood is -5543.121061
CV Likelihood is -5573.834064
CV Likelihood is -5553.713269
Max Ln likelihood diff = 0.1013 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.397502.
This is 3 th iteration, Frobenius norm diff = 0.00709438.
This is 4 th iteration, Frobenius norm diff = 0.00102408.
This is 5 th iteration, Frobenius norm diff = 0.000304529.
This is 6 th iteration, Frobenius norm diff = 0.000105985.
This is 7 th iteration, Frobenius norm diff = 3.83237e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.740192.
This is 3 th iteration, Frobenius norm diff = 0.0151173.
This is 4 th iteration, Frobenius norm diff = 0.00332164.
This is 5 th iteration, Frobenius norm diff = 0.000981069.
This is 6 th iteration, Frobenius norm diff = 0.000335013.
This is 7 th iteration, Frobenius norm diff = 0.000119519.
This is 8 th iteration, Frobenius norm diff = 4.32375e-05.
Likelihood is -64920.004502
Likelihood is -48827.418617
Likelihood is -48717.860538
Likelihood is -48668.521106
Likelihood is -48698.284742
CV Likelihood is -7258.421728
CV Likelihood is -5543.121061
CV Likelihood is -5573.834064
CV Likelihood is -5553.713269
CV Likelihood is -5612.386566
Max Ln likelihood diff = -0.06116 %
factor = 4; fold = 3; esttau = 0.696; Likelihood = -48698; MLikelihood = -5612
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337727.
This is 3 th iteration, Frobenius norm diff = 0.0209775.
This is 4 th iteration, Frobenius norm diff = 0.00527952.
This is 5 th iteration, Frobenius norm diff = 0.00177644.
This is 6 th iteration, Frobenius norm diff = 0.000635812.
This is 7 th iteration, Frobenius norm diff = 0.0002325.
This is 8 th iteration, Frobenius norm diff = 8.56616e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.775658.
This is 3 th iteration, Frobenius norm diff = 0.0431282.
This is 4 th iteration, Frobenius norm diff = 0.0142697.
This is 5 th iteration, Frobenius norm diff = 0.00536727.
This is 6 th iteration, Frobenius norm diff = 0.00210748.
This is 7 th iteration, Frobenius norm diff = 0.000839785.
This is 8 th iteration, Frobenius norm diff = 0.000336505.
This is 9 th iteration, Frobenius norm diff = 0.000135134.
This is 10 th iteration, Frobenius norm diff = 5.43061e-05.
Likelihood is -65130.593704
CV Likelihood is -7059.296264
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.510123.
This is 3 th iteration, Frobenius norm diff = 0.0123901.
This is 4 th iteration, Frobenius norm diff = 0.000868342.
This is 5 th iteration, Frobenius norm diff = 0.000201463.
This is 6 th iteration, Frobenius norm diff = 6.95417e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.991625.
This is 3 th iteration, Frobenius norm diff = 0.042492.
This is 4 th iteration, Frobenius norm diff = 0.0046215.
This is 5 th iteration, Frobenius norm diff = 0.00155299.
This is 6 th iteration, Frobenius norm diff = 0.000578581.
This is 7 th iteration, Frobenius norm diff = 0.000216109.
This is 8 th iteration, Frobenius norm diff = 8.06299e-05.
Likelihood is -65130.593704
Likelihood is -48838.537473
CV Likelihood is -7059.296264
CV Likelihood is -5550.008039
Max Ln likelihood diff = 25.01 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.393749.
This is 3 th iteration, Frobenius norm diff = 0.00726276.
This is 4 th iteration, Frobenius norm diff = 0.00104856.
This is 5 th iteration, Frobenius norm diff = 0.000305169.
This is 6 th iteration, Frobenius norm diff = 0.000105971.
This is 7 th iteration, Frobenius norm diff = 3.8594e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.731011.
This is 3 th iteration, Frobenius norm diff = 0.0144886.
This is 4 th iteration, Frobenius norm diff = 0.00310279.
This is 5 th iteration, Frobenius norm diff = 0.000876748.
This is 6 th iteration, Frobenius norm diff = 0.000304177.
This is 7 th iteration, Frobenius norm diff = 0.000111394.
This is 8 th iteration, Frobenius norm diff = 4.13547e-05.
Likelihood is -65130.593704
Likelihood is -48838.537473
Likelihood is -48705.319033
CV Likelihood is -7059.296264
CV Likelihood is -5550.008039
CV Likelihood is -5561.173047
Max Ln likelihood diff = 0.2728 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.500923.
This is 3 th iteration, Frobenius norm diff = 0.013178.
This is 4 th iteration, Frobenius norm diff = 0.00136708.
This is 5 th iteration, Frobenius norm diff = 0.000291031.
This is 6 th iteration, Frobenius norm diff = 8.49296e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.01313.
This is 3 th iteration, Frobenius norm diff = 0.032145.
This is 4 th iteration, Frobenius norm diff = 0.00506385.
This is 5 th iteration, Frobenius norm diff = 0.00175639.
This is 6 th iteration, Frobenius norm diff = 0.000656343.
This is 7 th iteration, Frobenius norm diff = 0.00024469.
This is 8 th iteration, Frobenius norm diff = 9.10525e-05.
Likelihood is -65130.593704
Likelihood is -48838.537473
Likelihood is -48705.319033
Likelihood is -48682.321911
CV Likelihood is -7059.296264
CV Likelihood is -5550.008039
CV Likelihood is -5561.173047
CV Likelihood is -5561.447059
Max Ln likelihood diff = 0.04722 %
factor = 4; fold = 4; esttau = 0.697; Likelihood = -48682; MLikelihood = -5561
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.336927.
This is 3 th iteration, Frobenius norm diff = 0.020871.
This is 4 th iteration, Frobenius norm diff = 0.00516336.
This is 5 th iteration, Frobenius norm diff = 0.00171947.
This is 6 th iteration, Frobenius norm diff = 0.000608739.
This is 7 th iteration, Frobenius norm diff = 0.000220127.
This is 8 th iteration, Frobenius norm diff = 8.0177e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.777145.
This is 3 th iteration, Frobenius norm diff = 0.0430366.
This is 4 th iteration, Frobenius norm diff = 0.0139396.
This is 5 th iteration, Frobenius norm diff = 0.00518445.
This is 6 th iteration, Frobenius norm diff = 0.00201386.
This is 7 th iteration, Frobenius norm diff = 0.000793857.
This is 8 th iteration, Frobenius norm diff = 0.000314667.
This is 9 th iteration, Frobenius norm diff = 0.000124956.
This is 10 th iteration, Frobenius norm diff = 4.97077e-05.
Likelihood is -64866.554070
CV Likelihood is -7304.254389
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.508522.
This is 3 th iteration, Frobenius norm diff = 0.011873.
This is 4 th iteration, Frobenius norm diff = 0.000723974.
This is 5 th iteration, Frobenius norm diff = 0.000190144.
This is 6 th iteration, Frobenius norm diff = 6.81658e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.980857.
This is 3 th iteration, Frobenius norm diff = 0.0437271.
This is 4 th iteration, Frobenius norm diff = 0.00414076.
This is 5 th iteration, Frobenius norm diff = 0.00135232.
This is 6 th iteration, Frobenius norm diff = 0.0004982.
This is 7 th iteration, Frobenius norm diff = 0.000184215.
This is 8 th iteration, Frobenius norm diff = 6.80118e-05.
Likelihood is -64866.554070
Likelihood is -48706.543685
CV Likelihood is -7304.254389
CV Likelihood is -5661.936182
Max Ln likelihood diff = 24.91 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.386015.
This is 3 th iteration, Frobenius norm diff = 0.00678712.
This is 4 th iteration, Frobenius norm diff = 0.000994164.
This is 5 th iteration, Frobenius norm diff = 0.000288724.
This is 6 th iteration, Frobenius norm diff = 9.93367e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.729903.
This is 3 th iteration, Frobenius norm diff = 0.0153434.
This is 4 th iteration, Frobenius norm diff = 0.00305.
This is 5 th iteration, Frobenius norm diff = 0.000868904.
This is 6 th iteration, Frobenius norm diff = 0.000299621.
This is 7 th iteration, Frobenius norm diff = 0.000107827.
This is 8 th iteration, Frobenius norm diff = 3.9321e-05.
Likelihood is -64866.554070
Likelihood is -48706.543685
Likelihood is -48594.286853
CV Likelihood is -7304.254389
CV Likelihood is -5661.936182
CV Likelihood is -5666.244449
Max Ln likelihood diff = 0.2305 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.498643.
This is 3 th iteration, Frobenius norm diff = 0.0124681.
This is 4 th iteration, Frobenius norm diff = 0.00117569.
This is 5 th iteration, Frobenius norm diff = 0.000254849.
This is 6 th iteration, Frobenius norm diff = 7.67022e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.988697.
This is 3 th iteration, Frobenius norm diff = 0.0338219.
This is 4 th iteration, Frobenius norm diff = 0.00438652.
This is 5 th iteration, Frobenius norm diff = 0.00154006.
This is 6 th iteration, Frobenius norm diff = 0.000568763.
This is 7 th iteration, Frobenius norm diff = 0.000209985.
This is 8 th iteration, Frobenius norm diff = 7.74162e-05.
Likelihood is -64866.554070
Likelihood is -48706.543685
Likelihood is -48594.286853
Likelihood is -48555.636798
CV Likelihood is -7304.254389
CV Likelihood is -5661.936182
CV Likelihood is -5666.244449
CV Likelihood is -5664.849232
Max Ln likelihood diff = 0.07954 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.392006.
This is 3 th iteration, Frobenius norm diff = 0.00663736.
This is 4 th iteration, Frobenius norm diff = 0.000979392.
This is 5 th iteration, Frobenius norm diff = 0.000297004.
This is 6 th iteration, Frobenius norm diff = 0.000103652.
This is 7 th iteration, Frobenius norm diff = 3.74611e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.730654.
This is 3 th iteration, Frobenius norm diff = 0.014825.
This is 4 th iteration, Frobenius norm diff = 0.00321159.
This is 5 th iteration, Frobenius norm diff = 0.000936477.
This is 6 th iteration, Frobenius norm diff = 0.000323645.
This is 7 th iteration, Frobenius norm diff = 0.000116483.
This is 8 th iteration, Frobenius norm diff = 4.24024e-05.
Likelihood is -64866.554070
Likelihood is -48706.543685
Likelihood is -48594.286853
Likelihood is -48555.636798
Likelihood is -48580.322660
CV Likelihood is -7304.254389
CV Likelihood is -5661.936182
CV Likelihood is -5666.244449
CV Likelihood is -5664.849232
CV Likelihood is -5678.227167
Max Ln likelihood diff = -0.05084 %
factor = 4; fold = 5; esttau = 0.686; Likelihood = -48580; MLikelihood = -5678
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337123.
This is 3 th iteration, Frobenius norm diff = 0.0209351.
This is 4 th iteration, Frobenius norm diff = 0.00516426.
This is 5 th iteration, Frobenius norm diff = 0.0017151.
This is 6 th iteration, Frobenius norm diff = 0.000606804.
This is 7 th iteration, Frobenius norm diff = 0.000219316.
This is 8 th iteration, Frobenius norm diff = 7.98306e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.772719.
This is 3 th iteration, Frobenius norm diff = 0.0431814.
This is 4 th iteration, Frobenius norm diff = 0.0138049.
This is 5 th iteration, Frobenius norm diff = 0.00512663.
This is 6 th iteration, Frobenius norm diff = 0.00198768.
This is 7 th iteration, Frobenius norm diff = 0.000781951.
This is 8 th iteration, Frobenius norm diff = 0.000309285.
This is 9 th iteration, Frobenius norm diff = 0.000122586.
This is 10 th iteration, Frobenius norm diff = 4.86269e-05.
Likelihood is -64699.533216
CV Likelihood is -7488.351030
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.507837.
This is 3 th iteration, Frobenius norm diff = 0.0116075.
This is 4 th iteration, Frobenius norm diff = 0.000667515.
This is 5 th iteration, Frobenius norm diff = 0.000176612.
This is 6 th iteration, Frobenius norm diff = 6.33522e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.998156.
This is 3 th iteration, Frobenius norm diff = 0.0447835.
This is 4 th iteration, Frobenius norm diff = 0.0046033.
This is 5 th iteration, Frobenius norm diff = 0.00148949.
This is 6 th iteration, Frobenius norm diff = 0.000538568.
This is 7 th iteration, Frobenius norm diff = 0.000197399.
This is 8 th iteration, Frobenius norm diff = 7.25253e-05.
Likelihood is -64699.533216
Likelihood is -48755.785636
CV Likelihood is -7488.351030
CV Likelihood is -5610.574424
Max Ln likelihood diff = 24.64 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.386615.
This is 3 th iteration, Frobenius norm diff = 0.00664133.
This is 4 th iteration, Frobenius norm diff = 0.00094409.
This is 5 th iteration, Frobenius norm diff = 0.000282423.
This is 6 th iteration, Frobenius norm diff = 9.86401e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.733949.
This is 3 th iteration, Frobenius norm diff = 0.0160738.
This is 4 th iteration, Frobenius norm diff = 0.0032897.
This is 5 th iteration, Frobenius norm diff = 0.000915995.
This is 6 th iteration, Frobenius norm diff = 0.000307539.
This is 7 th iteration, Frobenius norm diff = 0.000108944.
This is 8 th iteration, Frobenius norm diff = 3.93614e-05.
Likelihood is -64699.533216
Likelihood is -48755.785636
Likelihood is -48631.260780
CV Likelihood is -7488.351030
CV Likelihood is -5610.574424
CV Likelihood is -5611.724224
Max Ln likelihood diff = 0.2554 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.497644.
This is 3 th iteration, Frobenius norm diff = 0.0120641.
This is 4 th iteration, Frobenius norm diff = 0.00097948.
This is 5 th iteration, Frobenius norm diff = 0.000216711.
This is 6 th iteration, Frobenius norm diff = 6.9146e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.01037.
This is 3 th iteration, Frobenius norm diff = 0.0358507.
This is 4 th iteration, Frobenius norm diff = 0.00469737.
This is 5 th iteration, Frobenius norm diff = 0.00162783.
This is 6 th iteration, Frobenius norm diff = 0.000597128.
This is 7 th iteration, Frobenius norm diff = 0.000219711.
This is 8 th iteration, Frobenius norm diff = 8.08313e-05.
Likelihood is -64699.533216
Likelihood is -48755.785636
Likelihood is -48631.260780
Likelihood is -48594.745285
CV Likelihood is -7488.351030
CV Likelihood is -5610.574424
CV Likelihood is -5611.724224
CV Likelihood is -5607.018104
Max Ln likelihood diff = 0.07509 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.39222.
This is 3 th iteration, Frobenius norm diff = 0.00660388.
This is 4 th iteration, Frobenius norm diff = 0.000944713.
This is 5 th iteration, Frobenius norm diff = 0.000293387.
This is 6 th iteration, Frobenius norm diff = 0.000103511.
This is 7 th iteration, Frobenius norm diff = 3.75571e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.733725.
This is 3 th iteration, Frobenius norm diff = 0.01535.
This is 4 th iteration, Frobenius norm diff = 0.00336156.
This is 5 th iteration, Frobenius norm diff = 0.000969523.
This is 6 th iteration, Frobenius norm diff = 0.000328769.
This is 7 th iteration, Frobenius norm diff = 0.000116887.
This is 8 th iteration, Frobenius norm diff = 4.22452e-05.
Likelihood is -64699.533216
Likelihood is -48755.785636
Likelihood is -48631.260780
Likelihood is -48594.745285
Likelihood is -48623.486913
CV Likelihood is -7488.351030
CV Likelihood is -5610.574424
CV Likelihood is -5611.724224
CV Likelihood is -5607.018104
CV Likelihood is -5617.884718
Max Ln likelihood diff = -0.05915 %
factor = 4; fold = 6; esttau = 0.686; Likelihood = -48623; MLikelihood = -5618
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337606.
This is 3 th iteration, Frobenius norm diff = 0.0209122.
This is 4 th iteration, Frobenius norm diff = 0.00522687.
This is 5 th iteration, Frobenius norm diff = 0.00176309.
This is 6 th iteration, Frobenius norm diff = 0.000632483.
This is 7 th iteration, Frobenius norm diff = 0.000231778.
This is 8 th iteration, Frobenius norm diff = 8.55334e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.773999.
This is 3 th iteration, Frobenius norm diff = 0.043394.
This is 4 th iteration, Frobenius norm diff = 0.0143581.
This is 5 th iteration, Frobenius norm diff = 0.00541327.
This is 6 th iteration, Frobenius norm diff = 0.00213139.
This is 7 th iteration, Frobenius norm diff = 0.000851772.
This is 8 th iteration, Frobenius norm diff = 0.000342293.
This is 9 th iteration, Frobenius norm diff = 0.000137852.
This is 10 th iteration, Frobenius norm diff = 5.5557e-05.
Likelihood is -64652.849019
CV Likelihood is -7551.551366
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.510271.
This is 3 th iteration, Frobenius norm diff = 0.0131608.
This is 4 th iteration, Frobenius norm diff = 0.0014084.
This is 5 th iteration, Frobenius norm diff = 0.000338531.
This is 6 th iteration, Frobenius norm diff = 9.82037e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.989835.
This is 3 th iteration, Frobenius norm diff = 0.0449379.
This is 4 th iteration, Frobenius norm diff = 0.00526021.
This is 5 th iteration, Frobenius norm diff = 0.00175074.
This is 6 th iteration, Frobenius norm diff = 0.00065397.
This is 7 th iteration, Frobenius norm diff = 0.000245393.
This is 8 th iteration, Frobenius norm diff = 9.18397e-05.
Likelihood is -64652.849019
Likelihood is -48741.490791
CV Likelihood is -7551.551366
CV Likelihood is -5673.400469
Max Ln likelihood diff = 24.61 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.391875.
This is 3 th iteration, Frobenius norm diff = 0.00921794.
This is 4 th iteration, Frobenius norm diff = 0.00203362.
This is 5 th iteration, Frobenius norm diff = 0.000622043.
This is 6 th iteration, Frobenius norm diff = 0.000202018.
This is 7 th iteration, Frobenius norm diff = 6.78526e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.732115.
This is 3 th iteration, Frobenius norm diff = 0.014997.
This is 4 th iteration, Frobenius norm diff = 0.00311462.
This is 5 th iteration, Frobenius norm diff = 0.000964342.
This is 6 th iteration, Frobenius norm diff = 0.000339973.
This is 7 th iteration, Frobenius norm diff = 0.000123574.
This is 8 th iteration, Frobenius norm diff = 4.55302e-05.
Likelihood is -64652.849019
Likelihood is -48741.490791
Likelihood is -48627.060912
CV Likelihood is -7551.551366
CV Likelihood is -5673.400469
CV Likelihood is -5693.319698
Max Ln likelihood diff = 0.2348 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.502778.
This is 3 th iteration, Frobenius norm diff = 0.0138771.
This is 4 th iteration, Frobenius norm diff = 0.00195048.
This is 5 th iteration, Frobenius norm diff = 0.000541846.
This is 6 th iteration, Frobenius norm diff = 0.000168643.
This is 7 th iteration, Frobenius norm diff = 5.49582e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.01656.
This is 3 th iteration, Frobenius norm diff = 0.037523.
This is 4 th iteration, Frobenius norm diff = 0.00554208.
This is 5 th iteration, Frobenius norm diff = 0.00194781.
This is 6 th iteration, Frobenius norm diff = 0.00073093.
This is 7 th iteration, Frobenius norm diff = 0.000274023.
This is 8 th iteration, Frobenius norm diff = 0.000102612.
This is 9 th iteration, Frobenius norm diff = 3.83943e-05.
Likelihood is -64652.849019
Likelihood is -48741.490791
Likelihood is -48627.060912
Likelihood is -48597.804113
CV Likelihood is -7551.551366
CV Likelihood is -5673.400469
CV Likelihood is -5693.319698
CV Likelihood is -5687.865541
Max Ln likelihood diff = 0.06017 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.399696.
This is 3 th iteration, Frobenius norm diff = 0.00922343.
This is 4 th iteration, Frobenius norm diff = 0.00209124.
This is 5 th iteration, Frobenius norm diff = 0.000659171.
This is 6 th iteration, Frobenius norm diff = 0.000218921.
This is 7 th iteration, Frobenius norm diff = 7.46724e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.735655.
This is 3 th iteration, Frobenius norm diff = 0.0143126.
This is 4 th iteration, Frobenius norm diff = 0.00320186.
This is 5 th iteration, Frobenius norm diff = 0.00102515.
This is 6 th iteration, Frobenius norm diff = 0.000365646.
This is 7 th iteration, Frobenius norm diff = 0.000133494.
This is 8 th iteration, Frobenius norm diff = 4.92225e-05.
Likelihood is -64652.849019
Likelihood is -48741.490791
Likelihood is -48627.060912
Likelihood is -48597.804113
Likelihood is -48613.031864
CV Likelihood is -7551.551366
CV Likelihood is -5673.400469
CV Likelihood is -5693.319698
CV Likelihood is -5687.865541
CV Likelihood is -5716.961157
Max Ln likelihood diff = -0.03133 %
factor = 4; fold = 7; esttau = 0.702; Likelihood = -48613; MLikelihood = -5717
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.336938.
This is 3 th iteration, Frobenius norm diff = 0.0210005.
This is 4 th iteration, Frobenius norm diff = 0.00516072.
This is 5 th iteration, Frobenius norm diff = 0.00171013.
This is 6 th iteration, Frobenius norm diff = 0.000603048.
This is 7 th iteration, Frobenius norm diff = 0.00021718.
This is 8 th iteration, Frobenius norm diff = 7.87575e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.771409.
This is 3 th iteration, Frobenius norm diff = 0.0428637.
This is 4 th iteration, Frobenius norm diff = 0.0138269.
This is 5 th iteration, Frobenius norm diff = 0.00511574.
This is 6 th iteration, Frobenius norm diff = 0.001974.
This is 7 th iteration, Frobenius norm diff = 0.000772546.
This is 8 th iteration, Frobenius norm diff = 0.000303869.
This is 9 th iteration, Frobenius norm diff = 0.000119859.
This is 10 th iteration, Frobenius norm diff = 4.72895e-05.
Likelihood is -64813.563956
CV Likelihood is -7344.745605
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.510332.
This is 3 th iteration, Frobenius norm diff = 0.0119303.
This is 4 th iteration, Frobenius norm diff = 0.00072401.
This is 5 th iteration, Frobenius norm diff = 0.000180242.
This is 6 th iteration, Frobenius norm diff = 6.33965e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.97068.
This is 3 th iteration, Frobenius norm diff = 0.0498681.
This is 4 th iteration, Frobenius norm diff = 0.00476234.
This is 5 th iteration, Frobenius norm diff = 0.00156979.
This is 6 th iteration, Frobenius norm diff = 0.000572375.
This is 7 th iteration, Frobenius norm diff = 0.000210353.
This is 8 th iteration, Frobenius norm diff = 7.73508e-05.
Likelihood is -64813.563956
Likelihood is -48837.942184
CV Likelihood is -7344.745605
CV Likelihood is -5508.251049
Max Ln likelihood diff = 24.65 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.387726.
This is 3 th iteration, Frobenius norm diff = 0.00655359.
This is 4 th iteration, Frobenius norm diff = 0.00096333.
This is 5 th iteration, Frobenius norm diff = 0.000288702.
This is 6 th iteration, Frobenius norm diff = 9.95161e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.725048.
This is 3 th iteration, Frobenius norm diff = 0.0149652.
This is 4 th iteration, Frobenius norm diff = 0.00290978.
This is 5 th iteration, Frobenius norm diff = 0.000826393.
This is 6 th iteration, Frobenius norm diff = 0.000284558.
This is 7 th iteration, Frobenius norm diff = 0.000102911.
This is 8 th iteration, Frobenius norm diff = 3.76925e-05.
Likelihood is -64813.563956
Likelihood is -48837.942184
Likelihood is -48687.487644
CV Likelihood is -7344.745605
CV Likelihood is -5508.251049
CV Likelihood is -5497.472127
Max Ln likelihood diff = 0.3081 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.499886.
This is 3 th iteration, Frobenius norm diff = 0.0121786.
This is 4 th iteration, Frobenius norm diff = 0.000993229.
This is 5 th iteration, Frobenius norm diff = 0.000227619.
This is 6 th iteration, Frobenius norm diff = 7.22153e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.968693.
This is 3 th iteration, Frobenius norm diff = 0.0369836.
This is 4 th iteration, Frobenius norm diff = 0.00477196.
This is 5 th iteration, Frobenius norm diff = 0.00167448.
This is 6 th iteration, Frobenius norm diff = 0.000616406.
This is 7 th iteration, Frobenius norm diff = 0.000226874.
This is 8 th iteration, Frobenius norm diff = 8.33521e-05.
Likelihood is -64813.563956
Likelihood is -48837.942184
Likelihood is -48687.487644
Likelihood is -48679.751011
CV Likelihood is -7344.745605
CV Likelihood is -5508.251049
CV Likelihood is -5497.472127
CV Likelihood is -5502.127817
Max Ln likelihood diff = 0.01589 %
factor = 4; fold = 8; esttau = 0.692; Likelihood = -48680; MLikelihood = -5502
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.336975.
This is 3 th iteration, Frobenius norm diff = 0.0210611.
This is 4 th iteration, Frobenius norm diff = 0.00522007.
This is 5 th iteration, Frobenius norm diff = 0.00174213.
This is 6 th iteration, Frobenius norm diff = 0.000618277.
This is 7 th iteration, Frobenius norm diff = 0.000224159.
This is 8 th iteration, Frobenius norm diff = 8.18744e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.771497.
This is 3 th iteration, Frobenius norm diff = 0.0428136.
This is 4 th iteration, Frobenius norm diff = 0.0139996.
This is 5 th iteration, Frobenius norm diff = 0.00518957.
This is 6 th iteration, Frobenius norm diff = 0.0020093.
This is 7 th iteration, Frobenius norm diff = 0.000789665.
This is 8 th iteration, Frobenius norm diff = 0.000312068.
This is 9 th iteration, Frobenius norm diff = 0.000123591.
This is 10 th iteration, Frobenius norm diff = 4.89812e-05.
Likelihood is -64630.043431
CV Likelihood is -7549.286956
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.507835.
This is 3 th iteration, Frobenius norm diff = 0.0118732.
This is 4 th iteration, Frobenius norm diff = 0.000664809.
This is 5 th iteration, Frobenius norm diff = 0.000178636.
This is 6 th iteration, Frobenius norm diff = 6.45264e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.978554.
This is 3 th iteration, Frobenius norm diff = 0.0413716.
This is 4 th iteration, Frobenius norm diff = 0.00448729.
This is 5 th iteration, Frobenius norm diff = 0.00147833.
This is 6 th iteration, Frobenius norm diff = 0.000539088.
This is 7 th iteration, Frobenius norm diff = 0.000198889.
This is 8 th iteration, Frobenius norm diff = 7.34203e-05.
Likelihood is -64630.043431
Likelihood is -48841.441547
CV Likelihood is -7549.286956
CV Likelihood is -5528.824111
Max Ln likelihood diff = 24.43 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.384788.
This is 3 th iteration, Frobenius norm diff = 0.00635288.
This is 4 th iteration, Frobenius norm diff = 0.000884505.
This is 5 th iteration, Frobenius norm diff = 0.000270709.
This is 6 th iteration, Frobenius norm diff = 9.5346e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.735045.
This is 3 th iteration, Frobenius norm diff = 0.0134699.
This is 4 th iteration, Frobenius norm diff = 0.00262343.
This is 5 th iteration, Frobenius norm diff = 0.000828531.
This is 6 th iteration, Frobenius norm diff = 0.000294937.
This is 7 th iteration, Frobenius norm diff = 0.000107763.
This is 8 th iteration, Frobenius norm diff = 3.96891e-05.
Likelihood is -64630.043431
Likelihood is -48841.441547
Likelihood is -48745.686459
CV Likelihood is -7549.286956
CV Likelihood is -5528.824111
CV Likelihood is -5522.776701
Max Ln likelihood diff = 0.1961 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.498683.
This is 3 th iteration, Frobenius norm diff = 0.0122616.
This is 4 th iteration, Frobenius norm diff = 0.000954913.
This is 5 th iteration, Frobenius norm diff = 0.000219268.
This is 6 th iteration, Frobenius norm diff = 7.1571e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.01353.
This is 3 th iteration, Frobenius norm diff = 0.0310693.
This is 4 th iteration, Frobenius norm diff = 0.00486075.
This is 5 th iteration, Frobenius norm diff = 0.00167104.
This is 6 th iteration, Frobenius norm diff = 0.000617422.
This is 7 th iteration, Frobenius norm diff = 0.000227463.
This is 8 th iteration, Frobenius norm diff = 8.36607e-05.
Likelihood is -64630.043431
Likelihood is -48841.441547
Likelihood is -48745.686459
Likelihood is -48689.793315
CV Likelihood is -7549.286956
CV Likelihood is -5528.824111
CV Likelihood is -5522.776701
CV Likelihood is -5519.980015
Max Ln likelihood diff = 0.1147 %
******************
Round 5
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.39118.
This is 3 th iteration, Frobenius norm diff = 0.006293.
This is 4 th iteration, Frobenius norm diff = 0.000892218.
This is 5 th iteration, Frobenius norm diff = 0.000280354.
This is 6 th iteration, Frobenius norm diff = 9.92186e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.741103.
This is 3 th iteration, Frobenius norm diff = 0.0126959.
This is 4 th iteration, Frobenius norm diff = 0.00271126.
This is 5 th iteration, Frobenius norm diff = 0.000869039.
This is 6 th iteration, Frobenius norm diff = 0.000310092.
This is 7 th iteration, Frobenius norm diff = 0.000112916.
This is 8 th iteration, Frobenius norm diff = 4.14349e-05.
Likelihood is -64630.043431
Likelihood is -48841.441547
Likelihood is -48745.686459
Likelihood is -48689.793315
Likelihood is -48724.682346
CV Likelihood is -7549.286956
CV Likelihood is -5528.824111
CV Likelihood is -5522.776701
CV Likelihood is -5519.980015
CV Likelihood is -5541.345859
Max Ln likelihood diff = -0.07166 %
factor = 4; fold = 9; esttau = 0.687; Likelihood = -48725; MLikelihood = -5541
******************
Round 1
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.337029.
This is 3 th iteration, Frobenius norm diff = 0.020972.
This is 4 th iteration, Frobenius norm diff = 0.00520647.
This is 5 th iteration, Frobenius norm diff = 0.00174967.
This is 6 th iteration, Frobenius norm diff = 0.000625798.
This is 7 th iteration, Frobenius norm diff = 0.000228733.
This is 8 th iteration, Frobenius norm diff = 8.42412e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.774407.
This is 3 th iteration, Frobenius norm diff = 0.043144.
This is 4 th iteration, Frobenius norm diff = 0.0142035.
This is 5 th iteration, Frobenius norm diff = 0.00532583.
This is 6 th iteration, Frobenius norm diff = 0.00208553.
This is 7 th iteration, Frobenius norm diff = 0.000828795.
This is 8 th iteration, Frobenius norm diff = 0.000331175.
This is 9 th iteration, Frobenius norm diff = 0.000132616.
This is 10 th iteration, Frobenius norm diff = 5.3146e-05.
Likelihood is -64572.643746
CV Likelihood is -7640.102792
******************
Round 2
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.51071.
This is 3 th iteration, Frobenius norm diff = 0.0118932.
This is 4 th iteration, Frobenius norm diff = 0.000708778.
This is 5 th iteration, Frobenius norm diff = 0.000194342.
This is 6 th iteration, Frobenius norm diff = 7.08491e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.984829.
This is 3 th iteration, Frobenius norm diff = 0.0508302.
This is 4 th iteration, Frobenius norm diff = 0.00529415.
This is 5 th iteration, Frobenius norm diff = 0.0017822.
This is 6 th iteration, Frobenius norm diff = 0.000657983.
This is 7 th iteration, Frobenius norm diff = 0.000245608.
This is 8 th iteration, Frobenius norm diff = 9.16887e-05.
Likelihood is -64572.643746
Likelihood is -48853.742462
CV Likelihood is -7640.102792
CV Likelihood is -5544.591981
Max Ln likelihood diff = 24.34 %
******************
Round 3
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.387086.
This is 3 th iteration, Frobenius norm diff = 0.00698676.
This is 4 th iteration, Frobenius norm diff = 0.00109171.
This is 5 th iteration, Frobenius norm diff = 0.000317043.
This is 6 th iteration, Frobenius norm diff = 0.000107936.
This is 7 th iteration, Frobenius norm diff = 3.88526e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.732145.
This is 3 th iteration, Frobenius norm diff = 0.0151833.
This is 4 th iteration, Frobenius norm diff = 0.003094.
This is 5 th iteration, Frobenius norm diff = 0.000904384.
This is 6 th iteration, Frobenius norm diff = 0.000315111.
This is 7 th iteration, Frobenius norm diff = 0.000114886.
This is 8 th iteration, Frobenius norm diff = 4.24909e-05.
Likelihood is -64572.643746
Likelihood is -48853.742462
Likelihood is -48713.058087
CV Likelihood is -7640.102792
CV Likelihood is -5544.591981
CV Likelihood is -5559.304913
Max Ln likelihood diff = 0.288 %
******************
Round 4
******************
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 0.500268.
This is 3 th iteration, Frobenius norm diff = 0.0123992.
This is 4 th iteration, Frobenius norm diff = 0.00114108.
This is 5 th iteration, Frobenius norm diff = 0.000265997.
This is 6 th iteration, Frobenius norm diff = 8.32688e-05.
Start maximizing...
This is 2 th iteration, Frobenius norm diff = 1.00602.
This is 3 th iteration, Frobenius norm diff = 0.0345474.
This is 4 th iteration, Frobenius norm diff = 0.00567546.
This is 5 th iteration, Frobenius norm diff = 0.00199049.
This is 6 th iteration, Frobenius norm diff = 0.00074323.
This is 7 th iteration, Frobenius norm diff = 0.000277283.
This is 8 th iteration, Frobenius norm diff = 0.000103301.
This is 9 th iteration, Frobenius norm diff = 3.84585e-05.
Likelihood is -64572.643746
Likelihood is -48853.742462
Likelihood is -48713.058087
Likelihood is -48690.099288
CV Likelihood is -7640.102792
CV Likelihood is -5544.591981
CV Likelihood is -5559.304913
CV Likelihood is -5566.940809
Max Ln likelihood diff = 0.04713 %
factor = 4; fold = 10; esttau = 0.701; Likelihood = -48690; MLikelihood = -5567
Error in cv_ZIPFA(X, fold = 10, k = c(3, 4)) : object 'cl' not found
Calls: cv_ZIPFA -> -> defaultCluster
Execution halted
* checking PDF version of manual ... OK
* checking for non-standard things in the check directory ... OK
* checking for detritus in the temp directory ... OK
* checking for new files in some other directories ... OK
* DONE
Status: 1 ERROR
See
‘/data/blackswan/ripley/R/packages/tests-devel/ZIPFA.Rcheck/00check.log’
for details.
Command exited with non-zero status 1
Time 13:09.84, 775.52 + 8.95