* 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