Back to Multiple platform build/check report for BioC 3.18: simplified long |
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This page was generated on 2024-04-17 11:36:05 -0400 (Wed, 17 Apr 2024).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | 4.3.3 (2024-02-29) -- "Angel Food Cake" | 4676 |
palomino4 | Windows Server 2022 Datacenter | x64 | 4.3.3 (2024-02-29 ucrt) -- "Angel Food Cake" | 4414 |
merida1 | macOS 12.7.1 Monterey | x86_64 | 4.3.3 (2024-02-29) -- "Angel Food Cake" | 4437 |
Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X |
Package 1125/2266 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
Macarron 1.6.0 (landing page) Sagun Maharjan
| nebbiolo2 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | WARNINGS | |||||||||
palomino4 | Windows Server 2022 Datacenter / x64 | OK | OK | WARNINGS | OK | |||||||||
merida1 | macOS 12.7.1 Monterey / x86_64 | OK | OK | WARNINGS | OK | |||||||||
kjohnson1 | macOS 13.6.1 Ventura / arm64 | see weekly results here | ||||||||||||
To the developers/maintainers of the Macarron package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/Macarron.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
Package: Macarron |
Version: 1.6.0 |
Command: /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.18-bioc/R/site-library --timings Macarron_1.6.0.tar.gz |
StartedAt: 2024-04-16 00:23:31 -0400 (Tue, 16 Apr 2024) |
EndedAt: 2024-04-16 00:30:22 -0400 (Tue, 16 Apr 2024) |
EllapsedTime: 410.6 seconds |
RetCode: 0 |
Status: WARNINGS |
CheckDir: Macarron.Rcheck |
Warnings: 1 |
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.18-bioc/R/site-library --timings Macarron_1.6.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/home/biocbuild/bbs-3.18-bioc/meat/Macarron.Rcheck’ * using R version 4.3.3 (2024-02-29) * using platform: x86_64-pc-linux-gnu (64-bit) * R was compiled by gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 GNU Fortran (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 * running under: Ubuntu 22.04.4 LTS * using session charset: UTF-8 * checking for file ‘Macarron/DESCRIPTION’ ... OK * this is package ‘Macarron’ version ‘1.6.0’ * 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 hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘Macarron’ can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking ‘build’ 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 R 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 ... WARNING '::' or ':::' import not declared from: ‘stringr’ * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... NOTE calQval: no visible binding for global variable ‘metadata’ calQval: no visible binding for global variable ‘value’ calQval: no visible binding for global variable ‘pval’ Undefined global functions or variables: metadata pval value * checking Rd files ... OK * checking Rd metadata ... 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 files in ‘vignettes’ ... OK * checking examples ... OK Examples with CPU (user + system) or elapsed time > 5s user system elapsed Macarron 13.175 0.917 14.056 prioritize 9.489 0.443 9.932 showBest 9.435 0.237 9.672 calQval 7.948 0.248 8.197 calES 6.831 0.116 6.946 calAVA 5.802 0.144 5.945 decorateID 1.183 0.080 98.514 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes in ‘inst/doc’ ... OK * checking running R code from vignettes ... ‘Macarron.Rmd’ using ‘UTF-8’... OK OK * checking re-building of vignette outputs ... OK * checking PDF version of manual ... OK * DONE Status: 1 WARNING, 1 NOTE See ‘/home/biocbuild/bbs-3.18-bioc/meat/Macarron.Rcheck/00check.log’ for details.
Macarron.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.18-bioc/R/bin/R CMD INSTALL Macarron ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.18-bioc/R/site-library’ * installing *source* package ‘Macarron’ ... ** using staged installation ** R ** inst ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (Macarron)
Macarron.Rcheck/tests/testthat.Rout
R version 4.3.3 (2024-02-29) -- "Angel Food Cake" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-pc-linux-gnu (64-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(Macarron) Loading required package: SummarizedExperiment Loading required package: MatrixGenerics Loading required package: matrixStats Attaching package: 'MatrixGenerics' The following objects are masked from 'package:matrixStats': colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse, colCounts, colCummaxs, colCummins, colCumprods, colCumsums, colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs, colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats, colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds, colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads, colWeightedMeans, colWeightedMedians, colWeightedSds, colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet, rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods, rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps, rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins, rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks, rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars, rowWeightedMads, rowWeightedMeans, rowWeightedMedians, rowWeightedSds, rowWeightedVars Loading required package: GenomicRanges Loading required package: stats4 Loading required package: BiocGenerics Attaching package: 'BiocGenerics' The following objects are masked from 'package:stats': IQR, mad, sd, var, xtabs The following objects are masked from 'package:base': Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append, as.data.frame, basename, cbind, colnames, dirname, do.call, duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted, lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table, tapply, union, unique, unsplit, which.max, which.min Loading required package: S4Vectors Attaching package: 'S4Vectors' The following object is masked from 'package:utils': findMatches The following objects are masked from 'package:base': I, expand.grid, unname Loading required package: IRanges Loading required package: GenomeInfoDb Loading required package: Biobase Welcome to Bioconductor Vignettes contain introductory material; view with 'browseVignettes()'. To cite Bioconductor, see 'citation("Biobase")', and for packages 'citation("pkgname")'. Attaching package: 'Biobase' The following object is masked from 'package:MatrixGenerics': rowMedians The following objects are masked from 'package:matrixStats': anyMissing, rowMedians > > test_check("Macarron") 2024-04-16 00:28:27.876728 INFO::Creating output folder. 2024-04-16 00:28:27.907471 INFO::Writing function arguments to log file 2024-04-16 00:28:27.965387 INFO::Summarized Experiment created. 2024-04-16 00:28:27.967269 INFO::Metadata chosen for prevalence filtering: diagnosis 2024-04-16 00:28:32.591257 INFO::Distance matrix with 869 metabolic features created. 2024-04-16 00:28:32.592637 INFO::Minimum module size used for this dataset: 10 ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. 2024-04-16 00:28:34.660269 INFO::Total number of modules detected: 30 [1] "Creating output folder" [1] "Creating output feature tables folder" [1] "Creating output fits folder" [1] "Creating output figures folder" 2024-04-16 00:28:36.796734 INFO::Writing function arguments to log file 2024-04-16 00:28:36.802833 INFO::Verifying options selected are valid 2024-04-16 00:28:36.846671 INFO::Determining format of input files 2024-04-16 00:28:36.848077 INFO::Input format is data samples as columns and metadata samples as rows 2024-04-16 00:28:36.864831 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-04-16 00:28:36.866701 INFO::Filter data based on min abundance and min prevalence 2024-04-16 00:28:36.867663 INFO::Total samples in data: 102 2024-04-16 00:28:36.868513 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-04-16 00:28:36.881042 INFO::Total filtered features: 0 2024-04-16 00:28:36.882232 INFO::Filtered feature names from abundance and prevalence filtering: 2024-04-16 00:28:36.904063 INFO::Total filtered features with variance filtering: 0 2024-04-16 00:28:36.905349 INFO::Filtered feature names from variance filtering: 2024-04-16 00:28:36.906242 INFO::Running selected normalization method: NONE 2024-04-16 00:28:36.907173 INFO::Applying z-score to standardize continuous metadata 2024-04-16 00:28:36.927867 INFO::Running selected transform method: NONE 2024-04-16 00:28:36.929049 INFO::Running selected analysis method: LM 2024-04-16 00:28:36.934689 INFO::Fitting model to feature number 1, F1 2024-04-16 00:28:36.945475 INFO::Fitting model to feature number 2, F2 2024-04-16 00:28:36.949556 INFO::Fitting model to feature number 3, F3 2024-04-16 00:28:36.953515 INFO::Fitting model to feature number 4, F4 2024-04-16 00:28:36.957339 INFO::Fitting model to feature number 5, F5 2024-04-16 00:28:36.961166 INFO::Fitting model to feature number 6, F6 2024-04-16 00:28:36.964983 INFO::Fitting model to feature number 7, F7 2024-04-16 00:28:36.968767 INFO::Fitting model to feature number 8, F8 2024-04-16 00:28:36.972534 INFO::Fitting model to feature number 9, F9 2024-04-16 00:28:36.976329 INFO::Fitting model to feature number 10, F10 2024-04-16 00:28:36.980083 INFO::Fitting model to feature number 11, F11 2024-04-16 00:28:36.983946 INFO::Fitting model to feature number 12, F12 2024-04-16 00:28:36.987774 INFO::Fitting model to feature number 13, F13 2024-04-16 00:28:36.99158 INFO::Fitting model to feature number 14, F14 2024-04-16 00:28:36.995365 INFO::Fitting model to feature number 15, F15 2024-04-16 00:28:36.999114 INFO::Fitting model to feature number 16, F16 2024-04-16 00:28:37.002777 INFO::Fitting model to feature number 17, F17 2024-04-16 00:28:37.006547 INFO::Fitting model to feature number 18, F18 2024-04-16 00:28:37.010217 INFO::Fitting model to feature number 19, F19 2024-04-16 00:28:37.013874 INFO::Fitting model to feature number 20, F20 2024-04-16 00:28:37.017537 INFO::Fitting model to feature number 21, F21 2024-04-16 00:28:37.021237 INFO::Fitting model to feature number 22, F22 2024-04-16 00:28:37.024893 INFO::Fitting model to feature number 23, F23 2024-04-16 00:28:37.028563 INFO::Fitting model to feature number 24, F24 2024-04-16 00:28:37.032218 INFO::Fitting model to feature number 25, F25 2024-04-16 00:28:37.035793 INFO::Fitting model to feature number 26, F26 2024-04-16 00:28:37.039455 INFO::Fitting model to feature number 27, F27 2024-04-16 00:28:37.043082 INFO::Fitting model to feature number 28, F28 2024-04-16 00:28:37.046675 INFO::Fitting model to feature number 29, F29 2024-04-16 00:28:37.050316 INFO::Fitting model to feature number 30, F30 2024-04-16 00:28:37.053957 INFO::Fitting model to feature number 31, F31 2024-04-16 00:28:37.057512 INFO::Fitting model to feature number 32, F32 2024-04-16 00:28:37.061154 INFO::Fitting model to feature number 33, F33 2024-04-16 00:28:37.064788 INFO::Fitting model to feature number 34, F34 2024-04-16 00:28:37.068485 INFO::Fitting model to feature number 35, F35 2024-04-16 00:28:37.072128 INFO::Fitting model to feature number 36, F36 2024-04-16 00:28:37.075763 INFO::Fitting model to feature number 37, F37 2024-04-16 00:28:37.079348 INFO::Fitting model to feature number 38, F38 2024-04-16 00:28:37.082977 INFO::Fitting model to feature number 39, F39 2024-04-16 00:28:37.086609 INFO::Fitting model to feature number 40, F40 2024-04-16 00:28:37.090262 INFO::Fitting model to feature number 41, F41 2024-04-16 00:28:37.093828 INFO::Fitting model to feature number 42, F43 2024-04-16 00:28:37.097452 INFO::Fitting model to feature number 43, F44 2024-04-16 00:28:37.101116 INFO::Fitting model to feature number 44, F45 2024-04-16 00:28:37.104802 INFO::Fitting model to feature number 45, F46 2024-04-16 00:28:37.108481 INFO::Fitting model to feature number 46, F47 2024-04-16 00:28:37.112138 INFO::Fitting model to feature number 47, F48 2024-04-16 00:28:37.115816 INFO::Fitting model to feature number 48, F49 2024-04-16 00:28:37.119474 INFO::Fitting model to feature number 49, F50 2024-04-16 00:28:37.123129 INFO::Fitting model to feature number 50, F51 2024-04-16 00:28:37.126757 INFO::Fitting model to feature number 51, F52 2024-04-16 00:28:37.130375 INFO::Fitting model to feature number 52, F53 2024-04-16 00:28:37.134029 INFO::Fitting model to feature number 53, F54 2024-04-16 00:28:37.137633 INFO::Fitting model to feature number 54, F55 2024-04-16 00:28:37.141276 INFO::Fitting model to feature number 55, F56 2024-04-16 00:28:37.14511 INFO::Fitting model to feature number 56, F57 2024-04-16 00:28:37.148919 INFO::Fitting model to feature number 57, F58 2024-04-16 00:28:37.152745 INFO::Fitting model to feature number 58, F59 2024-04-16 00:28:37.156559 INFO::Fitting model to feature number 59, F60 2024-04-16 00:28:37.160485 INFO::Fitting model to feature number 60, F63 2024-04-16 00:28:37.164372 INFO::Fitting model to feature number 61, F64 2024-04-16 00:28:37.168259 INFO::Fitting model to feature number 62, F65 2024-04-16 00:28:37.172221 INFO::Fitting model to feature number 63, F66 2024-04-16 00:28:37.176056 INFO::Fitting model to feature number 64, F67 2024-04-16 00:28:37.179894 INFO::Fitting model to feature number 65, F68 2024-04-16 00:28:37.183733 INFO::Fitting model to feature number 66, F69 2024-04-16 00:28:37.187547 INFO::Fitting model to feature number 67, F70 2024-04-16 00:28:37.191414 INFO::Fitting model to feature number 68, F71 2024-04-16 00:28:37.195186 INFO::Fitting model to feature number 69, F72 2024-04-16 00:28:37.199028 INFO::Fitting model to feature number 70, F73 2024-04-16 00:28:37.202836 INFO::Fitting model to feature number 71, F74 2024-04-16 00:28:37.206748 INFO::Fitting model to feature number 72, F76 2024-04-16 00:28:37.210606 INFO::Fitting model to feature number 73, F77 2024-04-16 00:28:37.214445 INFO::Fitting model to feature number 74, F78 2024-04-16 00:28:37.218252 INFO::Fitting model to feature number 75, F79 2024-04-16 00:28:37.222125 INFO::Fitting model to feature number 76, F80 2024-04-16 00:28:37.226033 INFO::Fitting model to feature number 77, F81 2024-04-16 00:28:37.229887 INFO::Fitting model to feature number 78, F82 2024-04-16 00:28:37.233672 INFO::Fitting model to feature number 79, F83 2024-04-16 00:28:37.237332 INFO::Fitting model to feature number 80, F84 2024-04-16 00:28:37.241025 INFO::Fitting model to feature number 81, F85 2024-04-16 00:28:37.244697 INFO::Fitting model to feature number 82, F86 2024-04-16 00:28:37.248376 INFO::Fitting model to feature number 83, F87 2024-04-16 00:28:37.252052 INFO::Fitting model to feature number 84, F88 2024-04-16 00:28:37.255738 INFO::Fitting model to feature number 85, F89 2024-04-16 00:28:37.259493 INFO::Fitting model to feature number 86, F90 2024-04-16 00:28:37.263216 INFO::Fitting model to feature number 87, F91 2024-04-16 00:28:37.266932 INFO::Fitting model to feature number 88, F92 2024-04-16 00:28:37.270603 INFO::Fitting model to feature number 89, F93 2024-04-16 00:28:37.274288 INFO::Fitting model to feature number 90, F94 2024-04-16 00:28:37.277974 INFO::Fitting model to feature number 91, F95 2024-04-16 00:28:37.281663 INFO::Fitting model to feature number 92, F96 2024-04-16 00:28:37.285307 INFO::Fitting model to feature number 93, F97 2024-04-16 00:28:37.288942 INFO::Fitting model to feature number 94, F98 2024-04-16 00:28:37.292586 INFO::Fitting model to feature number 95, F99 2024-04-16 00:28:37.296232 INFO::Fitting model to feature number 96, F100 2024-04-16 00:28:37.299893 INFO::Fitting model to feature number 97, F101 2024-04-16 00:28:37.303668 INFO::Fitting model to feature number 98, F102 2024-04-16 00:28:37.307407 INFO::Fitting model to feature number 99, F103 2024-04-16 00:28:37.311158 INFO::Fitting model to feature number 100, F104 2024-04-16 00:28:37.314917 INFO::Fitting model to feature number 101, F105 2024-04-16 00:28:37.318667 INFO::Fitting model to feature number 102, F106 2024-04-16 00:28:37.322394 INFO::Fitting model to feature number 103, F107 2024-04-16 00:28:37.326023 INFO::Fitting model to feature number 104, F108 2024-04-16 00:28:37.329678 INFO::Fitting model to feature number 105, F109 2024-04-16 00:28:37.333335 INFO::Fitting model to feature number 106, F110 2024-04-16 00:28:37.337007 INFO::Fitting model to feature number 107, F111 2024-04-16 00:28:37.340659 INFO::Fitting model to feature number 108, F112 2024-04-16 00:28:37.344299 INFO::Fitting model to feature number 109, F113 2024-04-16 00:28:37.34792 INFO::Fitting model to feature number 110, F114 2024-04-16 00:28:37.351565 INFO::Fitting model to feature number 111, F115 2024-04-16 00:28:37.355201 INFO::Fitting model to feature number 112, F117 2024-04-16 00:28:37.358867 INFO::Fitting model to feature number 113, F118 2024-04-16 00:28:37.362512 INFO::Fitting model to feature number 114, F119 2024-04-16 00:28:37.366205 INFO::Fitting model to feature number 115, F120 2024-04-16 00:28:37.36996 INFO::Fitting model to feature number 116, F121 2024-04-16 00:28:37.373685 INFO::Fitting model to feature number 117, F122 2024-04-16 00:28:37.377359 INFO::Fitting model to feature number 118, F123 2024-04-16 00:28:37.381118 INFO::Fitting model to feature number 119, F124 2024-04-16 00:28:37.38476 INFO::Fitting model to feature number 120, F125 2024-04-16 00:28:37.388416 INFO::Fitting model to feature number 121, F126 2024-04-16 00:28:37.391975 INFO::Fitting model to feature number 122, F127 2024-04-16 00:28:37.395622 INFO::Fitting model to feature number 123, F128 2024-04-16 00:28:37.399252 INFO::Fitting model to feature number 124, F129 2024-04-16 00:28:37.402927 INFO::Fitting model to feature number 125, F130 2024-04-16 00:28:37.406564 INFO::Fitting model to feature number 126, F131 2024-04-16 00:28:37.410208 INFO::Fitting model to feature number 127, F132 2024-04-16 00:28:37.413849 INFO::Fitting model to feature number 128, F133 2024-04-16 00:28:37.417501 INFO::Fitting model to feature number 129, F134 2024-04-16 00:28:37.421194 INFO::Fitting model to feature number 130, F135 2024-04-16 00:28:37.424848 INFO::Fitting model to feature number 131, F136 2024-04-16 00:28:37.428442 INFO::Fitting model to feature number 132, F137 2024-04-16 00:28:37.432123 INFO::Fitting model to feature number 133, F138 2024-04-16 00:28:37.435763 INFO::Fitting model to feature number 134, F139 2024-04-16 00:28:37.439347 INFO::Fitting model to feature number 135, F140 2024-04-16 00:28:37.467233 INFO::Fitting model to feature number 136, F141 2024-04-16 00:28:37.472918 INFO::Fitting model to feature number 137, F142 2024-04-16 00:28:37.476802 INFO::Fitting model to feature number 138, F143 2024-04-16 00:28:37.480612 INFO::Fitting model to feature number 139, F144 2024-04-16 00:28:37.484377 INFO::Fitting model to feature number 140, F145 2024-04-16 00:28:37.488036 INFO::Fitting model to feature number 141, F146 2024-04-16 00:28:37.491648 INFO::Fitting model to feature number 142, F147 2024-04-16 00:28:37.495188 INFO::Fitting model to feature number 143, F148 2024-04-16 00:28:37.498721 INFO::Fitting model to feature number 144, F149 2024-04-16 00:28:37.502359 INFO::Fitting model to feature number 145, F150 2024-04-16 00:28:37.5059 INFO::Fitting model to feature number 146, F152 2024-04-16 00:28:37.509525 INFO::Fitting model to feature number 147, F153 2024-04-16 00:28:37.513067 INFO::Fitting model to feature number 148, F154 2024-04-16 00:28:37.516687 INFO::Fitting model to feature number 149, F155 2024-04-16 00:28:37.520238 INFO::Fitting model to feature number 150, F156 2024-04-16 00:28:37.523693 INFO::Fitting model to feature number 151, F157 2024-04-16 00:28:37.527187 INFO::Fitting model to feature number 152, F158 2024-04-16 00:28:37.530685 INFO::Fitting model to feature number 153, F159 2024-04-16 00:28:37.53416 INFO::Fitting model to feature number 154, F160 2024-04-16 00:28:37.53755 INFO::Fitting model to feature number 155, F161 2024-04-16 00:28:37.540966 INFO::Fitting model to feature number 156, F162 2024-04-16 00:28:37.544428 INFO::Fitting model to feature number 157, F163 2024-04-16 00:28:37.547815 INFO::Fitting model to feature number 158, F164 2024-04-16 00:28:37.551202 INFO::Fitting model to feature number 159, F165 2024-04-16 00:28:37.554645 INFO::Fitting model to feature number 160, F166 2024-04-16 00:28:37.558099 INFO::Fitting model to feature number 161, F167 2024-04-16 00:28:37.561655 INFO::Fitting model to feature number 162, F168 2024-04-16 00:28:37.565214 INFO::Fitting model to feature number 163, F169 2024-04-16 00:28:37.568709 INFO::Fitting model to feature number 164, F170 2024-04-16 00:28:37.572153 INFO::Fitting model to feature number 165, F171 2024-04-16 00:28:37.575599 INFO::Fitting model to feature number 166, F172 2024-04-16 00:28:37.579059 INFO::Fitting model to feature number 167, F173 2024-04-16 00:28:37.582506 INFO::Fitting model to feature number 168, F174 2024-04-16 00:28:37.586004 INFO::Fitting model to feature number 169, F175 2024-04-16 00:28:37.589428 INFO::Fitting model to feature number 170, F176 2024-04-16 00:28:37.592832 INFO::Fitting model to feature number 171, F177 2024-04-16 00:28:37.596321 INFO::Fitting model to feature number 172, F178 2024-04-16 00:28:37.599832 INFO::Fitting model to feature number 173, F179 2024-04-16 00:28:37.603253 INFO::Fitting model to feature number 174, F180 2024-04-16 00:28:37.60669 INFO::Fitting model to feature number 175, F181 2024-04-16 00:28:37.610099 INFO::Fitting model to feature number 176, F182 2024-04-16 00:28:37.613448 INFO::Fitting model to feature number 177, F183 2024-04-16 00:28:37.616909 INFO::Fitting model to feature number 178, F184 2024-04-16 00:28:37.620368 INFO::Fitting model to feature number 179, F185 2024-04-16 00:28:37.623767 INFO::Fitting model to feature number 180, F186 2024-04-16 00:28:37.627195 INFO::Fitting model to feature number 181, F187 2024-04-16 00:28:37.630614 INFO::Fitting model to feature number 182, F188 2024-04-16 00:28:37.63407 INFO::Fitting model to feature number 183, F189 2024-04-16 00:28:37.637474 INFO::Fitting model to feature number 184, F190 2024-04-16 00:28:37.640923 INFO::Fitting model to feature number 185, F191 2024-04-16 00:28:37.644348 INFO::Fitting model to feature number 186, F192 2024-04-16 00:28:37.647692 INFO::Fitting model to feature number 187, F193 2024-04-16 00:28:37.651097 INFO::Fitting model to feature number 188, F194 2024-04-16 00:28:37.654512 INFO::Fitting model to feature number 189, F195 2024-04-16 00:28:37.657936 INFO::Fitting model to feature number 190, F196 2024-04-16 00:28:37.661372 INFO::Fitting model to feature number 191, F197 2024-04-16 00:28:37.664781 INFO::Fitting model to feature number 192, F198 2024-04-16 00:28:37.668223 INFO::Fitting model to feature number 193, F199 2024-04-16 00:28:37.671578 INFO::Fitting model to feature number 194, F200 2024-04-16 00:28:37.675018 INFO::Fitting model to feature number 195, F201 2024-04-16 00:28:37.678404 INFO::Fitting model to feature number 196, F202 2024-04-16 00:28:37.681825 INFO::Fitting model to feature number 197, F203 2024-04-16 00:28:37.685246 INFO::Fitting model to feature number 198, F204 2024-04-16 00:28:37.688689 INFO::Fitting model to feature number 199, F206 2024-04-16 00:28:37.692151 INFO::Fitting model to feature number 200, F207 2024-04-16 00:28:37.695608 INFO::Fitting model to feature number 201, F208 2024-04-16 00:28:37.69897 INFO::Fitting model to feature number 202, F209 2024-04-16 00:28:37.70244 INFO::Fitting model to feature number 203, F210 2024-04-16 00:28:37.705816 INFO::Fitting model to feature number 204, F211 2024-04-16 00:28:37.709233 INFO::Fitting model to feature number 205, F212 2024-04-16 00:28:37.712689 INFO::Fitting model to feature number 206, F213 2024-04-16 00:28:37.71611 INFO::Fitting model to feature number 207, F214 2024-04-16 00:28:37.719463 INFO::Fitting model to feature number 208, F215 2024-04-16 00:28:37.722921 INFO::Fitting model to feature number 209, F216 2024-04-16 00:28:37.726332 INFO::Fitting model to feature number 210, F217 2024-04-16 00:28:37.729752 INFO::Fitting model to feature number 211, F218 2024-04-16 00:28:37.733225 INFO::Fitting model to feature number 212, F219 2024-04-16 00:28:37.736673 INFO::Fitting model to feature number 213, F220 2024-04-16 00:28:37.740137 INFO::Fitting model to feature number 214, F221 2024-04-16 00:28:37.743493 INFO::Fitting model to feature number 215, F222 2024-04-16 00:28:37.746881 INFO::Fitting model to feature number 216, F223 2024-04-16 00:28:37.750281 INFO::Fitting model to feature number 217, F224 2024-04-16 00:28:37.75365 INFO::Fitting model to feature number 218, F225 2024-04-16 00:28:37.756983 INFO::Fitting model to feature number 219, F226 2024-04-16 00:28:37.760353 INFO::Fitting model to feature number 220, F227 2024-04-16 00:28:37.763738 INFO::Fitting model to feature number 221, F228 2024-04-16 00:28:37.767121 INFO::Fitting model to feature number 222, F229 2024-04-16 00:28:37.770477 INFO::Fitting model to feature number 223, F230 2024-04-16 00:28:37.773868 INFO::Fitting model to feature number 224, F231 2024-04-16 00:28:37.77727 INFO::Fitting model to feature number 225, F232 2024-04-16 00:28:37.780596 INFO::Fitting model to feature number 226, F233 2024-04-16 00:28:37.78399 INFO::Fitting model to feature number 227, F234 2024-04-16 00:28:37.787652 INFO::Fitting model to feature number 228, F235 2024-04-16 00:28:37.791375 INFO::Fitting model to feature number 229, F236 2024-04-16 00:28:37.794727 INFO::Fitting model to feature number 230, F237 2024-04-16 00:28:37.798133 INFO::Fitting model to feature number 231, F238 2024-04-16 00:28:37.801527 INFO::Fitting model to feature number 232, F239 2024-04-16 00:28:37.804937 INFO::Fitting model to feature number 233, F240 2024-04-16 00:28:37.808344 INFO::Fitting model to feature number 234, F241 2024-04-16 00:28:37.811772 INFO::Fitting model to feature number 235, F242 2024-04-16 00:28:37.815228 INFO::Fitting model to feature number 236, F243 2024-04-16 00:28:37.818671 INFO::Fitting model to feature number 237, F244 2024-04-16 00:28:37.822011 INFO::Fitting model to feature number 238, F245 2024-04-16 00:28:37.825421 INFO::Fitting model to feature number 239, F246 2024-04-16 00:28:37.82882 INFO::Fitting model to feature number 240, F247 2024-04-16 00:28:37.832222 INFO::Fitting model to feature number 241, F248 2024-04-16 00:28:37.83563 INFO::Fitting model to feature number 242, F249 2024-04-16 00:28:37.839012 INFO::Fitting model to feature number 243, F250 2024-04-16 00:28:37.842428 INFO::Fitting model to feature number 244, F252 2024-04-16 00:28:37.845819 INFO::Fitting model to feature number 245, F253 2024-04-16 00:28:37.84921 INFO::Fitting model to feature number 246, F254 2024-04-16 00:28:37.852613 INFO::Fitting model to feature number 247, F255 2024-04-16 00:28:37.856026 INFO::Fitting model to feature number 248, F256 2024-04-16 00:28:37.859434 INFO::Fitting model to feature number 249, F257 2024-04-16 00:28:37.86293 INFO::Fitting model to feature number 250, F259 2024-04-16 00:28:37.866498 INFO::Fitting model to feature number 251, F260 2024-04-16 00:28:37.870178 INFO::Fitting model to feature number 252, F261 2024-04-16 00:28:37.873783 INFO::Fitting model to feature number 253, F262 2024-04-16 00:28:37.877471 INFO::Fitting model to feature number 254, F263 2024-04-16 00:28:37.881195 INFO::Fitting model to feature number 255, F264 2024-04-16 00:28:37.885049 INFO::Fitting model to feature number 256, F265 2024-04-16 00:28:37.888741 INFO::Fitting model to feature number 257, F266 2024-04-16 00:28:37.892545 INFO::Fitting model to feature number 258, F267 2024-04-16 00:28:37.896247 INFO::Fitting model to feature number 259, F269 2024-04-16 00:28:37.900094 INFO::Fitting model to feature number 260, F270 2024-04-16 00:28:37.904023 INFO::Fitting model to feature number 261, F271 2024-04-16 00:28:37.907721 INFO::Fitting model to feature number 262, F272 2024-04-16 00:28:37.911381 INFO::Fitting model to feature number 263, F273 2024-04-16 00:28:37.915134 INFO::Fitting model to feature number 264, F274 2024-04-16 00:28:37.918936 INFO::Fitting model to feature number 265, F276 2024-04-16 00:28:37.922652 INFO::Fitting model to feature number 266, F277 2024-04-16 00:28:37.926389 INFO::Fitting model to feature number 267, F278 2024-04-16 00:28:37.930189 INFO::Fitting model to feature number 268, F279 2024-04-16 00:28:37.934352 INFO::Fitting model to feature number 269, F280 2024-04-16 00:28:37.938334 INFO::Fitting model to feature number 270, F281 2024-04-16 00:28:37.942399 INFO::Fitting model to feature number 271, F282 2024-04-16 00:28:37.946192 INFO::Fitting model to feature number 272, F283 2024-04-16 00:28:37.949874 INFO::Fitting model to feature number 273, F284 2024-04-16 00:28:37.953585 INFO::Fitting model to feature number 274, F285 2024-04-16 00:28:37.957311 INFO::Fitting model to feature number 275, F286 2024-04-16 00:28:37.960991 INFO::Fitting model to feature number 276, F287 2024-04-16 00:28:37.964725 INFO::Fitting model to feature number 277, F288 2024-04-16 00:28:37.968424 INFO::Fitting model to feature number 278, F289 2024-04-16 00:28:37.97209 INFO::Fitting model to feature number 279, F290 2024-04-16 00:28:37.975623 INFO::Fitting model to feature number 280, F292 2024-04-16 00:28:37.979054 INFO::Fitting model to feature number 281, F293 2024-04-16 00:28:37.982613 INFO::Fitting model to feature number 282, F294 2024-04-16 00:28:37.986014 INFO::Fitting model to feature number 283, F295 2024-04-16 00:28:37.989492 INFO::Fitting model to feature number 284, F296 2024-04-16 00:28:37.99296 INFO::Fitting model to feature number 285, F297 2024-04-16 00:28:37.996433 INFO::Fitting model to feature number 286, F298 2024-04-16 00:28:37.999898 INFO::Fitting model to feature number 287, F299 2024-04-16 00:28:38.003367 INFO::Fitting model to feature number 288, F300 2024-04-16 00:28:38.006831 INFO::Fitting model to feature number 289, F301 2024-04-16 00:28:38.010257 INFO::Fitting model to feature number 290, F302 2024-04-16 00:28:38.01375 INFO::Fitting model to feature number 291, F303 2024-04-16 00:28:38.017228 INFO::Fitting model to feature number 292, F304 2024-04-16 00:28:38.020622 INFO::Fitting model to feature number 293, F305 2024-04-16 00:28:38.02409 INFO::Fitting model to feature number 294, F306 2024-04-16 00:28:38.027541 INFO::Fitting model to feature number 295, F307 2024-04-16 00:28:38.031019 INFO::Fitting model to feature number 296, F308 2024-04-16 00:28:38.034501 INFO::Fitting model to feature number 297, F309 2024-04-16 00:28:38.037971 INFO::Fitting model to feature number 298, F310 2024-04-16 00:28:38.041442 INFO::Fitting model to feature number 299, F311 2024-04-16 00:28:38.044912 INFO::Fitting model to feature number 300, F312 2024-04-16 00:28:38.04832 INFO::Fitting model to feature number 301, F313 2024-04-16 00:28:38.051808 INFO::Fitting model to feature number 302, F315 2024-04-16 00:28:38.055309 INFO::Fitting model to feature number 303, F316 2024-04-16 00:28:38.058827 INFO::Fitting model to feature number 304, F317 2024-04-16 00:28:38.062337 INFO::Fitting model to feature number 305, F318 2024-04-16 00:28:38.065792 INFO::Fitting model to feature number 306, F319 2024-04-16 00:28:38.069269 INFO::Fitting model to feature number 307, F320 2024-04-16 00:28:38.072738 INFO::Fitting model to feature number 308, F321 2024-04-16 00:28:38.076198 INFO::Fitting model to feature number 309, F322 2024-04-16 00:28:38.079675 INFO::Fitting model to feature number 310, F323 2024-04-16 00:28:38.083086 INFO::Fitting model to feature number 311, F324 2024-04-16 00:28:38.086597 INFO::Fitting model to feature number 312, F325 2024-04-16 00:28:38.090092 INFO::Fitting model to feature number 313, F326 2024-04-16 00:28:38.093599 INFO::Fitting model to feature number 314, F327 2024-04-16 00:28:38.097013 INFO::Fitting model to feature number 315, F328 2024-04-16 00:28:38.100515 INFO::Fitting model to feature number 316, F329 2024-04-16 00:28:38.103998 INFO::Fitting model to feature number 317, F330 2024-04-16 00:28:38.107496 INFO::Fitting model to feature number 318, F331 2024-04-16 00:28:38.110889 INFO::Fitting model to feature number 319, F332 2024-04-16 00:28:38.114387 INFO::Fitting model to feature number 320, F333 2024-04-16 00:28:38.117858 INFO::Fitting model to feature number 321, F334 2024-04-16 00:28:38.121345 INFO::Fitting model to feature number 322, F335 2024-04-16 00:28:38.12488 INFO::Fitting model to feature number 323, F336 2024-04-16 00:28:38.128415 INFO::Fitting model to feature number 324, F337 2024-04-16 00:28:38.13196 INFO::Fitting model to feature number 325, F338 2024-04-16 00:28:38.135437 INFO::Fitting model to feature number 326, F339 2024-04-16 00:28:38.138917 INFO::Fitting model to feature number 327, F340 2024-04-16 00:28:38.142318 INFO::Fitting model to feature number 328, F342 2024-04-16 00:28:38.145755 INFO::Fitting model to feature number 329, F343 2024-04-16 00:28:38.149218 INFO::Fitting model to feature number 330, F344 2024-04-16 00:28:38.152698 INFO::Fitting model to feature number 331, F345 2024-04-16 00:28:38.156164 INFO::Fitting model to feature number 332, F346 2024-04-16 00:28:38.159648 INFO::Fitting model to feature number 333, F347 2024-04-16 00:28:38.163134 INFO::Fitting model to feature number 334, F348 2024-04-16 00:28:38.166569 INFO::Fitting model to feature number 335, F350 2024-04-16 00:28:38.170026 INFO::Fitting model to feature number 336, F351 2024-04-16 00:28:38.173484 INFO::Fitting model to feature number 337, F352 2024-04-16 00:28:38.176975 INFO::Fitting model to feature number 338, F353 2024-04-16 00:28:38.18048 INFO::Fitting model to feature number 339, F355 2024-04-16 00:28:38.183939 INFO::Fitting model to feature number 340, F356 2024-04-16 00:28:38.187442 INFO::Fitting model to feature number 341, F357 2024-04-16 00:28:38.190943 INFO::Fitting model to feature number 342, F358 2024-04-16 00:28:38.194431 INFO::Fitting model to feature number 343, F359 2024-04-16 00:28:38.19794 INFO::Fitting model to feature number 344, F360 2024-04-16 00:28:38.201452 INFO::Fitting model to feature number 345, F361 2024-04-16 00:28:38.204975 INFO::Fitting model to feature number 346, F362 2024-04-16 00:28:38.208528 INFO::Fitting model to feature number 347, F363 2024-04-16 00:28:38.212097 INFO::Fitting model to feature number 348, F364 2024-04-16 00:28:38.21566 INFO::Fitting model to feature number 349, F365 2024-04-16 00:28:38.219146 INFO::Fitting model to feature number 350, F366 2024-04-16 00:28:38.222663 INFO::Fitting model to feature number 351, F367 2024-04-16 00:28:38.226171 INFO::Fitting model to feature number 352, F368 2024-04-16 00:28:38.229693 INFO::Fitting model to feature number 353, F369 2024-04-16 00:28:38.233187 INFO::Fitting model to feature number 354, F370 2024-04-16 00:28:38.236717 INFO::Fitting model to feature number 355, F371 2024-04-16 00:28:38.240233 INFO::Fitting model to feature number 356, F372 2024-04-16 00:28:38.243837 INFO::Fitting model to feature number 357, F373 2024-04-16 00:28:38.247348 INFO::Fitting model to feature number 358, F374 2024-04-16 00:28:38.250836 INFO::Fitting model to feature number 359, F375 2024-04-16 00:28:38.254309 INFO::Fitting model to feature number 360, F376 2024-04-16 00:28:38.257758 INFO::Fitting model to feature number 361, F377 2024-04-16 00:28:38.261244 INFO::Fitting model to feature number 362, F378 2024-04-16 00:28:38.264646 INFO::Fitting model to feature number 363, F379 2024-04-16 00:28:38.268126 INFO::Fitting model to feature number 364, F380 2024-04-16 00:28:38.271617 INFO::Fitting model to feature number 365, F381 2024-04-16 00:28:38.275102 INFO::Fitting model to feature number 366, F382 2024-04-16 00:28:38.278584 INFO::Fitting model to feature number 367, F383 2024-04-16 00:28:38.282032 INFO::Fitting model to feature number 368, F384 2024-04-16 00:28:38.285496 INFO::Fitting model to feature number 369, F386 2024-04-16 00:28:38.288925 INFO::Fitting model to feature number 370, F387 2024-04-16 00:28:38.292397 INFO::Fitting model to feature number 371, F388 2024-04-16 00:28:38.295904 INFO::Fitting model to feature number 372, F389 2024-04-16 00:28:38.299401 INFO::Fitting model to feature number 373, F390 2024-04-16 00:28:38.302876 INFO::Fitting model to feature number 374, F391 2024-04-16 00:28:38.306297 INFO::Fitting model to feature number 375, F392 2024-04-16 00:28:38.309757 INFO::Fitting model to feature number 376, F393 2024-04-16 00:28:38.313257 INFO::Fitting model to feature number 377, F394 2024-04-16 00:28:38.316738 INFO::Fitting model to feature number 378, F395 2024-04-16 00:28:38.320232 INFO::Fitting model to feature number 379, F396 2024-04-16 00:28:38.323762 INFO::Fitting model to feature number 380, F397 2024-04-16 00:28:38.327233 INFO::Fitting model to feature number 381, F398 2024-04-16 00:28:38.33072 INFO::Fitting model to feature number 382, F399 2024-04-16 00:28:38.334213 INFO::Fitting model to feature number 383, F400 2024-04-16 00:28:38.337662 INFO::Fitting model to feature number 384, F401 2024-04-16 00:28:38.341219 INFO::Fitting model to feature number 385, F402 2024-04-16 00:28:38.344754 INFO::Fitting model to feature number 386, F403 2024-04-16 00:28:38.348242 INFO::Fitting model to feature number 387, F404 2024-04-16 00:28:38.35176 INFO::Fitting model to feature number 388, F406 2024-04-16 00:28:38.355253 INFO::Fitting model to feature number 389, F407 2024-04-16 00:28:38.358742 INFO::Fitting model to feature number 390, F408 2024-04-16 00:28:38.36222 INFO::Fitting model to feature number 391, F409 2024-04-16 00:28:38.365713 INFO::Fitting model to feature number 392, F410 2024-04-16 00:28:38.369198 INFO::Fitting model to feature number 393, F411 2024-04-16 00:28:38.372724 INFO::Fitting model to feature number 394, F412 2024-04-16 00:28:38.37622 INFO::Fitting model to feature number 395, F413 2024-04-16 00:28:38.3798 INFO::Fitting model to feature number 396, F414 2024-04-16 00:28:38.383367 INFO::Fitting model to feature number 397, F415 2024-04-16 00:28:38.386934 INFO::Fitting model to feature number 398, F416 2024-04-16 00:28:38.390497 INFO::Fitting model to feature number 399, F417 2024-04-16 00:28:38.394025 INFO::Fitting model to feature number 400, F418 2024-04-16 00:28:38.397582 INFO::Fitting model to feature number 401, F419 2024-04-16 00:28:38.401147 INFO::Fitting model to feature number 402, F420 2024-04-16 00:28:38.404725 INFO::Fitting model to feature number 403, F421 2024-04-16 00:28:38.408212 INFO::Fitting model to feature number 404, F422 2024-04-16 00:28:38.411806 INFO::Fitting model to feature number 405, F423 2024-04-16 00:28:38.415287 INFO::Fitting model to feature number 406, F425 2024-04-16 00:28:38.418793 INFO::Fitting model to feature number 407, F426 2024-04-16 00:28:38.422288 INFO::Fitting model to feature number 408, F428 2024-04-16 00:28:38.425721 INFO::Fitting model to feature number 409, F429 2024-04-16 00:28:38.429214 INFO::Fitting model to feature number 410, F430 2024-04-16 00:28:38.43273 INFO::Fitting model to feature number 411, F431 2024-04-16 00:28:38.436243 INFO::Fitting model to feature number 412, F432 2024-04-16 00:28:38.439761 INFO::Fitting model to feature number 413, F433 2024-04-16 00:28:38.443284 INFO::Fitting model to feature number 414, F434 2024-04-16 00:28:38.446766 INFO::Fitting model to feature number 415, F435 2024-04-16 00:28:38.450278 INFO::Fitting model to feature number 416, F436 2024-04-16 00:28:38.453767 INFO::Fitting model to feature number 417, F437 2024-04-16 00:28:38.457273 INFO::Fitting model to feature number 418, F438 2024-04-16 00:28:38.460708 INFO::Fitting model to feature number 419, F439 2024-04-16 00:28:38.464213 INFO::Fitting model to feature number 420, F440 2024-04-16 00:28:38.467703 INFO::Fitting model to feature number 421, F441 2024-04-16 00:28:38.471203 INFO::Fitting model to feature number 422, F442 2024-04-16 00:28:38.474694 INFO::Fitting model to feature number 423, F443 2024-04-16 00:28:38.478185 INFO::Fitting model to feature number 424, F444 2024-04-16 00:28:38.481653 INFO::Fitting model to feature number 425, F445 2024-04-16 00:28:38.485146 INFO::Fitting model to feature number 426, F446 2024-04-16 00:28:38.488673 INFO::Fitting model to feature number 427, F447 2024-04-16 00:28:38.492374 INFO::Fitting model to feature number 428, F448 2024-04-16 00:28:38.49611 INFO::Fitting model to feature number 429, F449 2024-04-16 00:28:38.499814 INFO::Fitting model to feature number 430, F450 2024-04-16 00:28:38.503439 INFO::Fitting model to feature number 431, F451 2024-04-16 00:28:38.507114 INFO::Fitting model to feature number 432, F452 2024-04-16 00:28:38.510885 INFO::Fitting model to feature number 433, F454 2024-04-16 00:28:38.514618 INFO::Fitting model to feature number 434, F455 2024-04-16 00:28:38.518439 INFO::Fitting model to feature number 435, F456 2024-04-16 00:28:38.522175 INFO::Fitting model to feature number 436, F457 2024-04-16 00:28:38.525937 INFO::Fitting model to feature number 437, F458 2024-04-16 00:28:38.529608 INFO::Fitting model to feature number 438, F459 2024-04-16 00:28:38.533317 INFO::Fitting model to feature number 439, F461 2024-04-16 00:28:38.537079 INFO::Fitting model to feature number 440, F462 2024-04-16 00:28:38.540839 INFO::Fitting model to feature number 441, F463 2024-04-16 00:28:38.544618 INFO::Fitting model to feature number 442, F464 2024-04-16 00:28:38.548478 INFO::Fitting model to feature number 443, F465 2024-04-16 00:28:38.552268 INFO::Fitting model to feature number 444, F466 2024-04-16 00:28:38.556089 INFO::Fitting model to feature number 445, F467 2024-04-16 00:28:38.559752 INFO::Fitting model to feature number 446, F468 2024-04-16 00:28:38.563406 INFO::Fitting model to feature number 447, F469 2024-04-16 00:28:38.567048 INFO::Fitting model to feature number 448, F470 2024-04-16 00:28:38.570749 INFO::Fitting model to feature number 449, F471 2024-04-16 00:28:38.57445 INFO::Fitting model to feature number 450, F474 2024-04-16 00:28:38.578162 INFO::Fitting model to feature number 451, F475 2024-04-16 00:28:38.581808 INFO::Fitting model to feature number 452, F476 2024-04-16 00:28:38.585397 INFO::Fitting model to feature number 453, F477 2024-04-16 00:28:38.588989 INFO::Fitting model to feature number 454, F478 2024-04-16 00:28:38.611585 INFO::Fitting model to feature number 455, F479 2024-04-16 00:28:38.615421 INFO::Fitting model to feature number 456, F480 2024-04-16 00:28:38.619142 INFO::Fitting model to feature number 457, F481 2024-04-16 00:28:38.622874 INFO::Fitting model to feature number 458, F482 2024-04-16 00:28:38.626535 INFO::Fitting model to feature number 459, F483 2024-04-16 00:28:38.630185 INFO::Fitting model to feature number 460, F484 2024-04-16 00:28:38.633774 INFO::Fitting model to feature number 461, F485 2024-04-16 00:28:38.637349 INFO::Fitting model to feature number 462, F486 2024-04-16 00:28:38.640876 INFO::Fitting model to feature number 463, F487 2024-04-16 00:28:38.644375 INFO::Fitting model to feature number 464, F488 2024-04-16 00:28:38.647792 INFO::Fitting model to feature number 465, F489 2024-04-16 00:28:38.651282 INFO::Fitting model to feature number 466, F490 2024-04-16 00:28:38.654755 INFO::Fitting model to feature number 467, F491 2024-04-16 00:28:38.658242 INFO::Fitting model to feature number 468, F492 2024-04-16 00:28:38.661725 INFO::Fitting model to feature number 469, F493 2024-04-16 00:28:38.665205 INFO::Fitting model to feature number 470, F494 2024-04-16 00:28:38.668617 INFO::Fitting model to feature number 471, F495 2024-04-16 00:28:38.672031 INFO::Fitting model to feature number 472, F496 2024-04-16 00:28:38.67552 INFO::Fitting model to feature number 473, F497 2024-04-16 00:28:38.678947 INFO::Fitting model to feature number 474, F498 2024-04-16 00:28:38.682421 INFO::Fitting model to feature number 475, F499 2024-04-16 00:28:38.685951 INFO::Fitting model to feature number 476, F500 2024-04-16 00:28:38.689473 INFO::Fitting model to feature number 477, F501 2024-04-16 00:28:38.692881 INFO::Fitting model to feature number 478, F502 2024-04-16 00:28:38.696305 INFO::Fitting model to feature number 479, F503 2024-04-16 00:28:38.699733 INFO::Fitting model to feature number 480, F504 2024-04-16 00:28:38.703084 INFO::Fitting model to feature number 481, F505 2024-04-16 00:28:38.706492 INFO::Fitting model to feature number 482, F506 2024-04-16 00:28:38.709887 INFO::Fitting model to feature number 483, F507 2024-04-16 00:28:38.713264 INFO::Fitting model to feature number 484, F508 2024-04-16 00:28:38.716637 INFO::Fitting model to feature number 485, F509 2024-04-16 00:28:38.719965 INFO::Fitting model to feature number 486, F510 2024-04-16 00:28:38.723356 INFO::Fitting model to feature number 487, F511 2024-04-16 00:28:38.726728 INFO::Fitting model to feature number 488, F512 2024-04-16 00:28:38.730084 INFO::Fitting model to feature number 489, F513 2024-04-16 00:28:38.733401 INFO::Fitting model to feature number 490, F514 2024-04-16 00:28:38.736774 INFO::Fitting model to feature number 491, F515 2024-04-16 00:28:38.740081 INFO::Fitting model to feature number 492, F516 2024-04-16 00:28:38.743464 INFO::Fitting model to feature number 493, F517 2024-04-16 00:28:38.746777 INFO::Fitting model to feature number 494, F518 2024-04-16 00:28:38.750135 INFO::Fitting model to feature number 495, F519 2024-04-16 00:28:38.75351 INFO::Fitting model to feature number 496, F520 2024-04-16 00:28:38.756896 INFO::Fitting model to feature number 497, F521 2024-04-16 00:28:38.760294 INFO::Fitting model to feature number 498, F522 2024-04-16 00:28:38.763632 INFO::Fitting model to feature number 499, F523 2024-04-16 00:28:38.767045 INFO::Fitting model to feature number 500, F524 2024-04-16 00:28:38.770434 INFO::Fitting model to feature number 501, F525 2024-04-16 00:28:38.773822 INFO::Fitting model to feature number 502, F526 2024-04-16 00:28:38.777232 INFO::Fitting model to feature number 503, F527 2024-04-16 00:28:38.780581 INFO::Fitting model to feature number 504, F528 2024-04-16 00:28:38.783936 INFO::Fitting model to feature number 505, F529 2024-04-16 00:28:38.787347 INFO::Fitting model to feature number 506, F530 2024-04-16 00:28:38.790704 INFO::Fitting model to feature number 507, F531 2024-04-16 00:28:38.794091 INFO::Fitting model to feature number 508, F532 2024-04-16 00:28:38.797484 INFO::Fitting model to feature number 509, F533 2024-04-16 00:28:38.800889 INFO::Fitting model to feature number 510, F534 2024-04-16 00:28:38.804312 INFO::Fitting model to feature number 511, F535 2024-04-16 00:28:38.807671 INFO::Fitting model to feature number 512, F536 2024-04-16 00:28:38.811044 INFO::Fitting model to feature number 513, F537 2024-04-16 00:28:38.814429 INFO::Fitting model to feature number 514, F539 2024-04-16 00:28:38.817735 INFO::Fitting model to feature number 515, F540 2024-04-16 00:28:38.821117 INFO::Fitting model to feature number 516, F541 2024-04-16 00:28:38.824433 INFO::Fitting model to feature number 517, F543 2024-04-16 00:28:38.827834 INFO::Fitting model to feature number 518, F544 2024-04-16 00:28:38.831212 INFO::Fitting model to feature number 519, F545 2024-04-16 00:28:38.834585 INFO::Fitting model to feature number 520, F546 2024-04-16 00:28:38.837965 INFO::Fitting model to feature number 521, F547 2024-04-16 00:28:38.841343 INFO::Fitting model to feature number 522, F548 2024-04-16 00:28:38.844668 INFO::Fitting model to feature number 523, F549 2024-04-16 00:28:38.848058 INFO::Fitting model to feature number 524, F550 2024-04-16 00:28:38.85149 INFO::Fitting model to feature number 525, F551 2024-04-16 00:28:38.854868 INFO::Fitting model to feature number 526, F552 2024-04-16 00:28:38.858233 INFO::Fitting model to feature number 527, F553 2024-04-16 00:28:38.861542 INFO::Fitting model to feature number 528, F554 2024-04-16 00:28:38.864953 INFO::Fitting model to feature number 529, F555 2024-04-16 00:28:38.868305 INFO::Fitting model to feature number 530, F556 2024-04-16 00:28:38.871705 INFO::Fitting model to feature number 531, F557 2024-04-16 00:28:38.875129 INFO::Fitting model to feature number 532, F558 2024-04-16 00:28:38.878459 INFO::Fitting model to feature number 533, F559 2024-04-16 00:28:38.881774 INFO::Fitting model to feature number 534, F560 2024-04-16 00:28:38.885182 INFO::Fitting model to feature number 535, F561 2024-04-16 00:28:38.888575 INFO::Fitting model to feature number 536, F562 2024-04-16 00:28:38.891979 INFO::Fitting model to feature number 537, F563 2024-04-16 00:28:38.895382 INFO::Fitting model to feature number 538, F564 2024-04-16 00:28:38.898758 INFO::Fitting model to feature number 539, F566 2024-04-16 00:28:38.902137 INFO::Fitting model to feature number 540, F567 2024-04-16 00:28:38.905525 INFO::Fitting model to feature number 541, F568 2024-04-16 00:28:38.908887 INFO::Fitting model to feature number 542, F569 2024-04-16 00:28:38.912296 INFO::Fitting model to feature number 543, F570 2024-04-16 00:28:38.915691 INFO::Fitting model to feature number 544, F571 2024-04-16 00:28:38.919089 INFO::Fitting model to feature number 545, F572 2024-04-16 00:28:38.922474 INFO::Fitting model to feature number 546, F573 2024-04-16 00:28:38.925875 INFO::Fitting model to feature number 547, F574 2024-04-16 00:28:38.929236 INFO::Fitting model to feature number 548, F575 2024-04-16 00:28:38.932603 INFO::Fitting model to feature number 549, F576 2024-04-16 00:28:38.935981 INFO::Fitting model to feature number 550, F577 2024-04-16 00:28:38.939353 INFO::Fitting model to feature number 551, F578 2024-04-16 00:28:38.942718 INFO::Fitting model to feature number 552, F579 2024-04-16 00:28:38.946079 INFO::Fitting model to feature number 553, F580 2024-04-16 00:28:38.949393 INFO::Fitting model to feature number 554, F581 2024-04-16 00:28:38.952719 INFO::Fitting model to feature number 555, F582 2024-04-16 00:28:38.956139 INFO::Fitting model to feature number 556, F583 2024-04-16 00:28:38.959585 INFO::Fitting model to feature number 557, F584 2024-04-16 00:28:38.963014 INFO::Fitting model to feature number 558, F585 2024-04-16 00:28:38.966426 INFO::Fitting model to feature number 559, F586 2024-04-16 00:28:38.969742 INFO::Fitting model to feature number 560, F587 2024-04-16 00:28:38.973133 INFO::Fitting model to feature number 561, F588 2024-04-16 00:28:38.97655 INFO::Fitting model to feature number 562, F589 2024-04-16 00:28:38.979886 INFO::Fitting model to feature number 563, F590 2024-04-16 00:28:38.98327 INFO::Fitting model to feature number 564, F591 2024-04-16 00:28:38.986665 INFO::Fitting model to feature number 565, F592 2024-04-16 00:28:38.98998 INFO::Fitting model to feature number 566, F593 2024-04-16 00:28:38.993387 INFO::Fitting model to feature number 567, F594 2024-04-16 00:28:38.996794 INFO::Fitting model to feature number 568, F595 2024-04-16 00:28:39.000124 INFO::Fitting model to feature number 569, F596 2024-04-16 00:28:39.00351 INFO::Fitting model to feature number 570, F597 2024-04-16 00:28:39.006897 INFO::Fitting model to feature number 571, F598 2024-04-16 00:28:39.010244 INFO::Fitting model to feature number 572, F599 2024-04-16 00:28:39.01365 INFO::Fitting model to feature number 573, F600 2024-04-16 00:28:39.017026 INFO::Fitting model to feature number 574, F601 2024-04-16 00:28:39.020367 INFO::Fitting model to feature number 575, F602 2024-04-16 00:28:39.023774 INFO::Fitting model to feature number 576, F603 2024-04-16 00:28:39.02717 INFO::Fitting model to feature number 577, F605 2024-04-16 00:28:39.030636 INFO::Fitting model to feature number 578, F606 2024-04-16 00:28:39.034167 INFO::Fitting model to feature number 579, F607 2024-04-16 00:28:39.037635 INFO::Fitting model to feature number 580, F608 2024-04-16 00:28:39.041056 INFO::Fitting model to feature number 581, F609 2024-04-16 00:28:39.044488 INFO::Fitting model to feature number 582, F610 2024-04-16 00:28:39.047957 INFO::Fitting model to feature number 583, F611 2024-04-16 00:28:39.051385 INFO::Fitting model to feature number 584, F612 2024-04-16 00:28:39.054809 INFO::Fitting model to feature number 585, F613 2024-04-16 00:28:39.058252 INFO::Fitting model to feature number 586, F614 2024-04-16 00:28:39.061855 INFO::Fitting model to feature number 587, F615 2024-04-16 00:28:39.065387 INFO::Fitting model to feature number 588, F616 2024-04-16 00:28:39.068925 INFO::Fitting model to feature number 589, F617 2024-04-16 00:28:39.072396 INFO::Fitting model to feature number 590, F618 2024-04-16 00:28:39.075837 INFO::Fitting model to feature number 591, F619 2024-04-16 00:28:39.079276 INFO::Fitting model to feature number 592, F620 2024-04-16 00:28:39.082711 INFO::Fitting model to feature number 593, F621 2024-04-16 00:28:39.086059 INFO::Fitting model to feature number 594, F622 2024-04-16 00:28:39.089491 INFO::Fitting model to feature number 595, F623 2024-04-16 00:28:39.092937 INFO::Fitting model to feature number 596, F624 2024-04-16 00:28:39.096416 INFO::Fitting model to feature number 597, F625 2024-04-16 00:28:39.099965 INFO::Fitting model to feature number 598, F626 2024-04-16 00:28:39.10343 INFO::Fitting model to feature number 599, F627 2024-04-16 00:28:39.107041 INFO::Fitting model to feature number 600, F628 2024-04-16 00:28:39.110525 INFO::Fitting model to feature number 601, F629 2024-04-16 00:28:39.113939 INFO::Fitting model to feature number 602, F630 2024-04-16 00:28:39.117415 INFO::Fitting model to feature number 603, F631 2024-04-16 00:28:39.120841 INFO::Fitting model to feature number 604, F632 2024-04-16 00:28:39.124318 INFO::Fitting model to feature number 605, F633 2024-04-16 00:28:39.127785 INFO::Fitting model to feature number 606, F634 2024-04-16 00:28:39.131269 INFO::Fitting model to feature number 607, F635 2024-04-16 00:28:39.134745 INFO::Fitting model to feature number 608, F636 2024-04-16 00:28:39.138242 INFO::Fitting model to feature number 609, F637 2024-04-16 00:28:39.141706 INFO::Fitting model to feature number 610, F638 2024-04-16 00:28:39.145189 INFO::Fitting model to feature number 611, F639 2024-04-16 00:28:39.148656 INFO::Fitting model to feature number 612, F640 2024-04-16 00:28:39.152133 INFO::Fitting model to feature number 613, F641 2024-04-16 00:28:39.155625 INFO::Fitting model to feature number 614, F642 2024-04-16 00:28:39.159127 INFO::Fitting model to feature number 615, F643 2024-04-16 00:28:39.162633 INFO::Fitting model to feature number 616, F644 2024-04-16 00:28:39.166124 INFO::Fitting model to feature number 617, F645 2024-04-16 00:28:39.169604 INFO::Fitting model to feature number 618, F646 2024-04-16 00:28:39.173119 INFO::Fitting model to feature number 619, F647 2024-04-16 00:28:39.176554 INFO::Fitting model to feature number 620, F648 2024-04-16 00:28:39.180031 INFO::Fitting model to feature number 621, F649 2024-04-16 00:28:39.183497 INFO::Fitting model to feature number 622, F650 2024-04-16 00:28:39.186948 INFO::Fitting model to feature number 623, F651 2024-04-16 00:28:39.190417 INFO::Fitting model to feature number 624, F652 2024-04-16 00:28:39.193898 INFO::Fitting model to feature number 625, F653 2024-04-16 00:28:39.197387 INFO::Fitting model to feature number 626, F654 2024-04-16 00:28:39.200885 INFO::Fitting model to feature number 627, F655 2024-04-16 00:28:39.204372 INFO::Fitting model to feature number 628, F656 2024-04-16 00:28:39.207804 INFO::Fitting model to feature number 629, F657 2024-04-16 00:28:39.211298 INFO::Fitting model to feature number 630, F658 2024-04-16 00:28:39.214777 INFO::Fitting model to feature number 631, F659 2024-04-16 00:28:39.218265 INFO::Fitting model to feature number 632, F660 2024-04-16 00:28:39.221763 INFO::Fitting model to feature number 633, F661 2024-04-16 00:28:39.225229 INFO::Fitting model to feature number 634, F662 2024-04-16 00:28:39.228672 INFO::Fitting model to feature number 635, F663 2024-04-16 00:28:39.232191 INFO::Fitting model to feature number 636, F664 2024-04-16 00:28:39.235705 INFO::Fitting model to feature number 637, F665 2024-04-16 00:28:39.239138 INFO::Fitting model to feature number 638, F666 2024-04-16 00:28:39.242644 INFO::Fitting model to feature number 639, F667 2024-04-16 00:28:39.246057 INFO::Fitting model to feature number 640, F668 2024-04-16 00:28:39.249525 INFO::Fitting model to feature number 641, F669 2024-04-16 00:28:39.253013 INFO::Fitting model to feature number 642, F670 2024-04-16 00:28:39.256473 INFO::Fitting model to feature number 643, F671 2024-04-16 00:28:39.259877 INFO::Fitting model to feature number 644, F672 2024-04-16 00:28:39.263343 INFO::Fitting model to feature number 645, F673 2024-04-16 00:28:39.266817 INFO::Fitting model to feature number 646, F674 2024-04-16 00:28:39.270293 INFO::Fitting model to feature number 647, F675 2024-04-16 00:28:39.273755 INFO::Fitting model to feature number 648, F676 2024-04-16 00:28:39.277228 INFO::Fitting model to feature number 649, F677 2024-04-16 00:28:39.280676 INFO::Fitting model to feature number 650, F678 2024-04-16 00:28:39.284144 INFO::Fitting model to feature number 651, F679 2024-04-16 00:28:39.287605 INFO::Fitting model to feature number 652, F680 2024-04-16 00:28:39.29103 INFO::Fitting model to feature number 653, F681 2024-04-16 00:28:39.294543 INFO::Fitting model to feature number 654, F682 2024-04-16 00:28:39.298017 INFO::Fitting model to feature number 655, F683 2024-04-16 00:28:39.301502 INFO::Fitting model to feature number 656, F684 2024-04-16 00:28:39.304897 INFO::Fitting model to feature number 657, F685 2024-04-16 00:28:39.308359 INFO::Fitting model to feature number 658, F686 2024-04-16 00:28:39.311826 INFO::Fitting model to feature number 659, F687 2024-04-16 00:28:39.315298 INFO::Fitting model to feature number 660, F688 2024-04-16 00:28:39.318693 INFO::Fitting model to feature number 661, F689 2024-04-16 00:28:39.322169 INFO::Fitting model to feature number 662, F690 2024-04-16 00:28:39.325622 INFO::Fitting model to feature number 663, F691 2024-04-16 00:28:39.329096 INFO::Fitting model to feature number 664, F692 2024-04-16 00:28:39.332568 INFO::Fitting model to feature number 665, F693 2024-04-16 00:28:39.336058 INFO::Fitting model to feature number 666, F694 2024-04-16 00:28:39.339524 INFO::Fitting model to feature number 667, F695 2024-04-16 00:28:39.342996 INFO::Fitting model to feature number 668, F696 2024-04-16 00:28:39.346456 INFO::Fitting model to feature number 669, F697 2024-04-16 00:28:39.349896 INFO::Fitting model to feature number 670, F698 2024-04-16 00:28:39.353369 INFO::Fitting model to feature number 671, F699 2024-04-16 00:28:39.356831 INFO::Fitting model to feature number 672, F700 2024-04-16 00:28:39.3603 INFO::Fitting model to feature number 673, F701 2024-04-16 00:28:39.363784 INFO::Fitting model to feature number 674, F702 2024-04-16 00:28:39.36726 INFO::Fitting model to feature number 675, F704 2024-04-16 00:28:39.370756 INFO::Fitting model to feature number 676, F705 2024-04-16 00:28:39.374249 INFO::Fitting model to feature number 677, F706 2024-04-16 00:28:39.377708 INFO::Fitting model to feature number 678, F707 2024-04-16 00:28:39.381197 INFO::Fitting model to feature number 679, F708 2024-04-16 00:28:39.384701 INFO::Fitting model to feature number 680, F709 2024-04-16 00:28:39.388211 INFO::Fitting model to feature number 681, F710 2024-04-16 00:28:39.391711 INFO::Fitting model to feature number 682, F711 2024-04-16 00:28:39.395205 INFO::Fitting model to feature number 683, F712 2024-04-16 00:28:39.398645 INFO::Fitting model to feature number 684, F713 2024-04-16 00:28:39.402144 INFO::Fitting model to feature number 685, F714 2024-04-16 00:28:39.405613 INFO::Fitting model to feature number 686, F715 2024-04-16 00:28:39.409056 INFO::Fitting model to feature number 687, F716 2024-04-16 00:28:39.41252 INFO::Fitting model to feature number 688, F717 2024-04-16 00:28:39.416034 INFO::Fitting model to feature number 689, F718 2024-04-16 00:28:39.419579 INFO::Fitting model to feature number 690, F719 2024-04-16 00:28:39.423092 INFO::Fitting model to feature number 691, F720 2024-04-16 00:28:39.426609 INFO::Fitting model to feature number 692, F721 2024-04-16 00:28:39.4301 INFO::Fitting model to feature number 693, F722 2024-04-16 00:28:39.433609 INFO::Fitting model to feature number 694, F723 2024-04-16 00:28:39.437036 INFO::Fitting model to feature number 695, F724 2024-04-16 00:28:39.44055 INFO::Fitting model to feature number 696, F725 2024-04-16 00:28:39.444136 INFO::Fitting model to feature number 697, F726 2024-04-16 00:28:39.447986 INFO::Fitting model to feature number 698, F727 2024-04-16 00:28:39.451722 INFO::Fitting model to feature number 699, F728 2024-04-16 00:28:39.455242 INFO::Fitting model to feature number 700, F729 2024-04-16 00:28:39.463104 INFO::Fitting model to feature number 701, F730 2024-04-16 00:28:39.466954 INFO::Fitting model to feature number 702, F731 2024-04-16 00:28:39.470563 INFO::Fitting model to feature number 703, F732 2024-04-16 00:28:39.474065 INFO::Fitting model to feature number 704, F733 2024-04-16 00:28:39.477571 INFO::Fitting model to feature number 705, F734 2024-04-16 00:28:39.481032 INFO::Fitting model to feature number 706, F735 2024-04-16 00:28:39.484562 INFO::Fitting model to feature number 707, F736 2024-04-16 00:28:39.488073 INFO::Fitting model to feature number 708, F737 2024-04-16 00:28:39.491622 INFO::Fitting model to feature number 709, F739 2024-04-16 00:28:39.495122 INFO::Fitting model to feature number 710, F740 2024-04-16 00:28:39.498605 INFO::Fitting model to feature number 711, F741 2024-04-16 00:28:39.50214 INFO::Fitting model to feature number 712, F742 2024-04-16 00:28:39.505595 INFO::Fitting model to feature number 713, F743 2024-04-16 00:28:39.509144 INFO::Fitting model to feature number 714, F744 2024-04-16 00:28:39.512702 INFO::Fitting model to feature number 715, F745 2024-04-16 00:28:39.516482 INFO::Fitting model to feature number 716, F746 2024-04-16 00:28:39.520244 INFO::Fitting model to feature number 717, F747 2024-04-16 00:28:39.52402 INFO::Fitting model to feature number 718, F748 2024-04-16 00:28:39.527779 INFO::Fitting model to feature number 719, F749 2024-04-16 00:28:39.531519 INFO::Fitting model to feature number 720, F750 2024-04-16 00:28:39.535275 INFO::Fitting model to feature number 721, F751 2024-04-16 00:28:39.539113 INFO::Fitting model to feature number 722, F752 2024-04-16 00:28:39.542948 INFO::Fitting model to feature number 723, F753 2024-04-16 00:28:39.546736 INFO::Fitting model to feature number 724, F754 2024-04-16 00:28:39.55053 INFO::Fitting model to feature number 725, F755 2024-04-16 00:28:39.554347 INFO::Fitting model to feature number 726, F756 2024-04-16 00:28:39.558066 INFO::Fitting model to feature number 727, F757 2024-04-16 00:28:39.561859 INFO::Fitting model to feature number 728, F758 2024-04-16 00:28:39.565666 INFO::Fitting model to feature number 729, F759 2024-04-16 00:28:39.569408 INFO::Fitting model to feature number 730, F760 2024-04-16 00:28:39.57323 INFO::Fitting model to feature number 731, F761 2024-04-16 00:28:39.577066 INFO::Fitting model to feature number 732, F762 2024-04-16 00:28:39.580798 INFO::Fitting model to feature number 733, F763 2024-04-16 00:28:39.584641 INFO::Fitting model to feature number 734, F764 2024-04-16 00:28:39.588447 INFO::Fitting model to feature number 735, F765 2024-04-16 00:28:39.592302 INFO::Fitting model to feature number 736, F766 2024-04-16 00:28:39.596191 INFO::Fitting model to feature number 737, F767 2024-04-16 00:28:39.600053 INFO::Fitting model to feature number 738, F768 2024-04-16 00:28:39.603934 INFO::Fitting model to feature number 739, F769 2024-04-16 00:28:39.607779 INFO::Fitting model to feature number 740, F770 2024-04-16 00:28:39.611656 INFO::Fitting model to feature number 741, F771 2024-04-16 00:28:39.61559 INFO::Fitting model to feature number 742, F772 2024-04-16 00:28:39.61955 INFO::Fitting model to feature number 743, F773 2024-04-16 00:28:39.623442 INFO::Fitting model to feature number 744, F774 2024-04-16 00:28:39.627359 INFO::Fitting model to feature number 745, F775 2024-04-16 00:28:39.631191 INFO::Fitting model to feature number 746, F776 2024-04-16 00:28:39.635126 INFO::Fitting model to feature number 747, F777 2024-04-16 00:28:39.639013 INFO::Fitting model to feature number 748, F778 2024-04-16 00:28:39.64282 INFO::Fitting model to feature number 749, F779 2024-04-16 00:28:39.646579 INFO::Fitting model to feature number 750, F780 2024-04-16 00:28:39.650354 INFO::Fitting model to feature number 751, F781 2024-04-16 00:28:39.654116 INFO::Fitting model to feature number 752, F782 2024-04-16 00:28:39.657803 INFO::Fitting model to feature number 753, F783 2024-04-16 00:28:39.661507 INFO::Fitting model to feature number 754, F784 2024-04-16 00:28:39.665292 INFO::Fitting model to feature number 755, F785 2024-04-16 00:28:39.669055 INFO::Fitting model to feature number 756, F786 2024-04-16 00:28:39.672745 INFO::Fitting model to feature number 757, F787 2024-04-16 00:28:39.676504 INFO::Fitting model to feature number 758, F788 2024-04-16 00:28:39.680235 INFO::Fitting model to feature number 759, F789 2024-04-16 00:28:39.684018 INFO::Fitting model to feature number 760, F790 2024-04-16 00:28:39.687804 INFO::Fitting model to feature number 761, F791 2024-04-16 00:28:39.691535 INFO::Fitting model to feature number 762, F792 2024-04-16 00:28:39.695348 INFO::Fitting model to feature number 763, F793 2024-04-16 00:28:39.699221 INFO::Fitting model to feature number 764, F794 2024-04-16 00:28:39.703119 INFO::Fitting model to feature number 765, F795 2024-04-16 00:28:39.706941 INFO::Fitting model to feature number 766, F796 2024-04-16 00:28:39.710843 INFO::Fitting model to feature number 767, F797 2024-04-16 00:28:39.714757 INFO::Fitting model to feature number 768, F798 2024-04-16 00:28:39.718625 INFO::Fitting model to feature number 769, F799 2024-04-16 00:28:39.722531 INFO::Fitting model to feature number 770, F800 2024-04-16 00:28:39.726522 INFO::Fitting model to feature number 771, F801 2024-04-16 00:28:39.762006 INFO::Fitting model to feature number 772, F802 2024-04-16 00:28:39.766321 INFO::Fitting model to feature number 773, F803 2024-04-16 00:28:39.770406 INFO::Fitting model to feature number 774, F804 2024-04-16 00:28:39.774419 INFO::Fitting model to feature number 775, F805 2024-04-16 00:28:39.778323 INFO::Fitting model to feature number 776, F806 2024-04-16 00:28:39.782142 INFO::Fitting model to feature number 777, F808 2024-04-16 00:28:39.785988 INFO::Fitting model to feature number 778, F809 2024-04-16 00:28:39.789828 INFO::Fitting model to feature number 779, F810 2024-04-16 00:28:39.793569 INFO::Fitting model to feature number 780, F811 2024-04-16 00:28:39.797331 INFO::Fitting model to feature number 781, F812 2024-04-16 00:28:39.80111 INFO::Fitting model to feature number 782, F813 2024-04-16 00:28:39.804894 INFO::Fitting model to feature number 783, F814 2024-04-16 00:28:39.808654 INFO::Fitting model to feature number 784, F815 2024-04-16 00:28:39.812456 INFO::Fitting model to feature number 785, F816 2024-04-16 00:28:39.816269 INFO::Fitting model to feature number 786, F817 2024-04-16 00:28:39.820021 INFO::Fitting model to feature number 787, F818 2024-04-16 00:28:39.823802 INFO::Fitting model to feature number 788, F819 2024-04-16 00:28:39.827561 INFO::Fitting model to feature number 789, F820 2024-04-16 00:28:39.831398 INFO::Fitting model to feature number 790, F821 2024-04-16 00:28:39.835211 INFO::Fitting model to feature number 791, F822 2024-04-16 00:28:39.839017 INFO::Fitting model to feature number 792, F823 2024-04-16 00:28:39.842805 INFO::Fitting model to feature number 793, F824 2024-04-16 00:28:39.846511 INFO::Fitting model to feature number 794, F825 2024-04-16 00:28:39.85022 INFO::Fitting model to feature number 795, F826 2024-04-16 00:28:39.853903 INFO::Fitting model to feature number 796, F827 2024-04-16 00:28:39.857613 INFO::Fitting model to feature number 797, F828 2024-04-16 00:28:39.861323 INFO::Fitting model to feature number 798, F829 2024-04-16 00:28:39.864976 INFO::Fitting model to feature number 799, F830 2024-04-16 00:28:39.868638 INFO::Fitting model to feature number 800, F831 2024-04-16 00:28:39.872278 INFO::Fitting model to feature number 801, F832 2024-04-16 00:28:39.876047 INFO::Fitting model to feature number 802, F833 2024-04-16 00:28:39.879791 INFO::Fitting model to feature number 803, F834 2024-04-16 00:28:39.883478 INFO::Fitting model to feature number 804, F835 2024-04-16 00:28:39.887215 INFO::Fitting model to feature number 805, F836 2024-04-16 00:28:39.890895 INFO::Fitting model to feature number 806, F837 2024-04-16 00:28:39.894518 INFO::Fitting model to feature number 807, F838 2024-04-16 00:28:39.898178 INFO::Fitting model to feature number 808, F839 2024-04-16 00:28:39.901808 INFO::Fitting model to feature number 809, F840 2024-04-16 00:28:39.905393 INFO::Fitting model to feature number 810, F841 2024-04-16 00:28:39.909038 INFO::Fitting model to feature number 811, F842 2024-04-16 00:28:39.912684 INFO::Fitting model to feature number 812, F843 2024-04-16 00:28:39.916338 INFO::Fitting model to feature number 813, F844 2024-04-16 00:28:39.919992 INFO::Fitting model to feature number 814, F845 2024-04-16 00:28:39.923588 INFO::Fitting model to feature number 815, F846 2024-04-16 00:28:39.927291 INFO::Fitting model to feature number 816, F847 2024-04-16 00:28:39.930956 INFO::Fitting model to feature number 817, F848 2024-04-16 00:28:39.934586 INFO::Fitting model to feature number 818, F849 2024-04-16 00:28:39.938205 INFO::Fitting model to feature number 819, F850 2024-04-16 00:28:39.941795 INFO::Fitting model to feature number 820, F851 2024-04-16 00:28:39.945449 INFO::Fitting model to feature number 821, F852 2024-04-16 00:28:39.949144 INFO::Fitting model to feature number 822, F853 2024-04-16 00:28:39.952873 INFO::Fitting model to feature number 823, F854 2024-04-16 00:28:39.956611 INFO::Fitting model to feature number 824, F855 2024-04-16 00:28:39.960296 INFO::Fitting model to feature number 825, F856 2024-04-16 00:28:39.964019 INFO::Fitting model to feature number 826, F857 2024-04-16 00:28:39.967676 INFO::Fitting model to feature number 827, F858 2024-04-16 00:28:39.971352 INFO::Fitting model to feature number 828, F859 2024-04-16 00:28:39.975018 INFO::Fitting model to feature number 829, F860 2024-04-16 00:28:39.978692 INFO::Fitting model to feature number 830, F861 2024-04-16 00:28:39.982366 INFO::Fitting model to feature number 831, F862 2024-04-16 00:28:39.985993 INFO::Fitting model to feature number 832, F863 2024-04-16 00:28:39.989656 INFO::Fitting model to feature number 833, F864 2024-04-16 00:28:39.993357 INFO::Fitting model to feature number 834, F865 2024-04-16 00:28:39.997113 INFO::Fitting model to feature number 835, F866 2024-04-16 00:28:40.000837 INFO::Fitting model to feature number 836, F867 2024-04-16 00:28:40.004555 INFO::Fitting model to feature number 837, F868 2024-04-16 00:28:40.00821 INFO::Fitting model to feature number 838, F869 2024-04-16 00:28:40.011904 INFO::Fitting model to feature number 839, F870 2024-04-16 00:28:40.015606 INFO::Fitting model to feature number 840, F871 2024-04-16 00:28:40.019319 INFO::Fitting model to feature number 841, F872 2024-04-16 00:28:40.022989 INFO::Fitting model to feature number 842, F873 2024-04-16 00:28:40.026773 INFO::Fitting model to feature number 843, F874 2024-04-16 00:28:40.030368 INFO::Fitting model to feature number 844, F875 2024-04-16 00:28:40.034031 INFO::Fitting model to feature number 845, F876 2024-04-16 00:28:40.037698 INFO::Fitting model to feature number 846, F877 2024-04-16 00:28:40.041319 INFO::Fitting model to feature number 847, F878 2024-04-16 00:28:40.044957 INFO::Fitting model to feature number 848, F879 2024-04-16 00:28:40.04866 INFO::Fitting model to feature number 849, F880 2024-04-16 00:28:40.052329 INFO::Fitting model to feature number 850, F881 2024-04-16 00:28:40.056039 INFO::Fitting model to feature number 851, F882 2024-04-16 00:28:40.05975 INFO::Fitting model to feature number 852, F883 2024-04-16 00:28:40.063439 INFO::Fitting model to feature number 853, F884 2024-04-16 00:28:40.067097 INFO::Fitting model to feature number 854, F885 2024-04-16 00:28:40.070783 INFO::Fitting model to feature number 855, F886 2024-04-16 00:28:40.074417 INFO::Fitting model to feature number 856, F887 2024-04-16 00:28:40.078159 INFO::Fitting model to feature number 857, F888 2024-04-16 00:28:40.081829 INFO::Fitting model to feature number 858, F889 2024-04-16 00:28:40.085522 INFO::Fitting model to feature number 859, F890 2024-04-16 00:28:40.089284 INFO::Fitting model to feature number 860, F891 2024-04-16 00:28:40.092939 INFO::Fitting model to feature number 861, F892 2024-04-16 00:28:40.096653 INFO::Fitting model to feature number 862, F893 2024-04-16 00:28:40.100278 INFO::Fitting model to feature number 863, F894 2024-04-16 00:28:40.103834 INFO::Fitting model to feature number 864, F895 2024-04-16 00:28:40.107366 INFO::Fitting model to feature number 865, F896 2024-04-16 00:28:40.111009 INFO::Fitting model to feature number 866, F897 2024-04-16 00:28:40.114692 INFO::Fitting model to feature number 867, F898 2024-04-16 00:28:40.118291 INFO::Fitting model to feature number 868, F899 2024-04-16 00:28:40.121889 INFO::Fitting model to feature number 869, F900 2024-04-16 00:28:40.282761 INFO::Counting total values for each feature 2024-04-16 00:28:40.402131 INFO::Writing filtered data to file Macarron_output/maaslin2_results/features/filtered_data.tsv 2024-04-16 00:28:40.545191 INFO::Writing filtered, normalized data to file Macarron_output/maaslin2_results/features/filtered_data_norm.tsv 2024-04-16 00:28:40.688577 INFO::Writing filtered, normalized, transformed data to file Macarron_output/maaslin2_results/features/filtered_data_norm_transformed.tsv 2024-04-16 00:28:40.831916 INFO::Writing residuals to file Macarron_output/maaslin2_results/fits/residuals.rds 2024-04-16 00:28:40.879523 INFO::Writing fitted values to file Macarron_output/maaslin2_results/fits/fitted.rds 2024-04-16 00:28:40.92009 INFO::Writing all results to file (ordered by increasing q-values): Macarron_output/maaslin2_results/all_results.tsv 2024-04-16 00:28:40.941086 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): Macarron_output/maaslin2_results/significant_results.tsv 2024-04-16 00:28:40.950731 INFO::Writing heatmap of significant results to file: Macarron_output/maaslin2_results/heatmap.pdf 2024-04-16 00:28:41.287714 INFO::Writing all prioritized metabolites to file: Macarron_output/prioritized_metabolites_all.csv 2024-04-16 00:28:41.299216 INFO::Writing characterizable prioritized metabolites to file: Macarron_output/prioritized_metabolites_characterizable.csv 2024-04-16 00:28:41.323426 INFO::Writing highly prioritized metabolites in IBD to file: Macarron_output/highly_prioritized_per_module_in_IBD.csv ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Creating output folder" [1] "Creating output feature tables folder" [1] "Creating output fits folder" [1] "Creating output figures folder" 2024-04-16 00:28:50.171738 INFO::Writing function arguments to log file 2024-04-16 00:28:50.177585 INFO::Verifying options selected are valid 2024-04-16 00:28:50.178536 INFO::Determining format of input files 2024-04-16 00:28:50.179515 INFO::Input format is data samples as columns and metadata samples as rows 2024-04-16 00:28:50.195512 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-04-16 00:28:50.196882 INFO::Filter data based on min abundance and min prevalence 2024-04-16 00:28:50.197691 INFO::Total samples in data: 102 2024-04-16 00:28:50.19849 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-04-16 00:28:50.209983 INFO::Total filtered features: 0 2024-04-16 00:28:50.210998 INFO::Filtered feature names from abundance and prevalence filtering: 2024-04-16 00:28:50.230033 INFO::Total filtered features with variance filtering: 0 2024-04-16 00:28:50.231152 INFO::Filtered feature names from variance filtering: 2024-04-16 00:28:50.231946 INFO::Running selected normalization method: NONE 2024-04-16 00:28:50.232722 INFO::Applying z-score to standardize continuous metadata 2024-04-16 00:28:50.237765 INFO::Running selected transform method: NONE 2024-04-16 00:28:50.23859 INFO::Running selected analysis method: LM 2024-04-16 00:28:50.239467 INFO::Fitting model to feature number 1, F1 2024-04-16 00:28:50.243372 INFO::Fitting model to feature number 2, F2 2024-04-16 00:28:50.246988 INFO::Fitting model to feature number 3, F3 2024-04-16 00:28:50.250452 INFO::Fitting model to feature number 4, F4 2024-04-16 00:28:50.253934 INFO::Fitting model to feature number 5, F5 2024-04-16 00:28:50.257423 INFO::Fitting model to feature number 6, F6 2024-04-16 00:28:50.260894 INFO::Fitting model to feature number 7, F7 2024-04-16 00:28:50.264365 INFO::Fitting model to feature number 8, F8 2024-04-16 00:28:50.267753 INFO::Fitting model to feature number 9, F9 2024-04-16 00:28:50.271189 INFO::Fitting model to feature number 10, F10 2024-04-16 00:28:50.274623 INFO::Fitting model to feature number 11, F11 2024-04-16 00:28:50.277991 INFO::Fitting model to feature number 12, F12 2024-04-16 00:28:50.281394 INFO::Fitting model to feature number 13, F13 2024-04-16 00:28:50.284742 INFO::Fitting model to feature number 14, F14 2024-04-16 00:28:50.288137 INFO::Fitting model to feature number 15, F15 2024-04-16 00:28:50.291534 INFO::Fitting model to feature number 16, F16 2024-04-16 00:28:50.29494 INFO::Fitting model to feature number 17, F17 2024-04-16 00:28:50.298364 INFO::Fitting model to feature number 18, F18 2024-04-16 00:28:50.301698 INFO::Fitting model to feature number 19, F19 2024-04-16 00:28:50.305044 INFO::Fitting model to feature number 20, F20 2024-04-16 00:28:50.308456 INFO::Fitting model to feature number 21, F21 2024-04-16 00:28:50.311866 INFO::Fitting model to feature number 22, F22 2024-04-16 00:28:50.315268 INFO::Fitting model to feature number 23, F23 2024-04-16 00:28:50.318659 INFO::Fitting model to feature number 24, F24 2024-04-16 00:28:50.322024 INFO::Fitting model to feature number 25, F25 2024-04-16 00:28:50.325419 INFO::Fitting model to feature number 26, F26 2024-04-16 00:28:50.328863 INFO::Fitting model to feature number 27, F27 2024-04-16 00:28:50.332239 INFO::Fitting model to feature number 28, F28 2024-04-16 00:28:50.335626 INFO::Fitting model to feature number 29, F29 2024-04-16 00:28:50.338995 INFO::Fitting model to feature number 30, F30 2024-04-16 00:28:50.342358 INFO::Fitting model to feature number 31, F31 2024-04-16 00:28:50.345724 INFO::Fitting model to feature number 32, F32 2024-04-16 00:28:50.349108 INFO::Fitting model to feature number 33, F33 2024-04-16 00:28:50.352488 INFO::Fitting model to feature number 34, F34 2024-04-16 00:28:50.355897 INFO::Fitting model to feature number 35, F35 2024-04-16 00:28:50.359353 INFO::Fitting model to feature number 36, F36 2024-04-16 00:28:50.362773 INFO::Fitting model to feature number 37, F37 2024-04-16 00:28:50.366175 INFO::Fitting model to feature number 38, F38 2024-04-16 00:28:50.36955 INFO::Fitting model to feature number 39, F39 2024-04-16 00:28:50.372949 INFO::Fitting model to feature number 40, F40 2024-04-16 00:28:50.376362 INFO::Fitting model to feature number 41, F41 2024-04-16 00:28:50.379729 INFO::Fitting model to feature number 42, F43 2024-04-16 00:28:50.383112 INFO::Fitting model to feature number 43, F44 2024-04-16 00:28:50.386528 INFO::Fitting model to feature number 44, F45 2024-04-16 00:28:50.389973 INFO::Fitting model to feature number 45, F46 2024-04-16 00:28:50.393397 INFO::Fitting model to feature number 46, F47 2024-04-16 00:28:50.396822 INFO::Fitting model to feature number 47, F48 2024-04-16 00:28:50.400283 INFO::Fitting model to feature number 48, F49 2024-04-16 00:28:50.403744 INFO::Fitting model to feature number 49, F50 2024-04-16 00:28:50.40717 INFO::Fitting model to feature number 50, F51 2024-04-16 00:28:50.410593 INFO::Fitting model to feature number 51, F52 2024-04-16 00:28:50.413945 INFO::Fitting model to feature number 52, F53 2024-04-16 00:28:50.417367 INFO::Fitting model to feature number 53, F54 2024-04-16 00:28:50.420823 INFO::Fitting model to feature number 54, F55 2024-04-16 00:28:50.424294 INFO::Fitting model to feature number 55, F56 2024-04-16 00:28:50.42768 INFO::Fitting model to feature number 56, F57 2024-04-16 00:28:50.431121 INFO::Fitting model to feature number 57, F58 2024-04-16 00:28:50.434572 INFO::Fitting model to feature number 58, F59 2024-04-16 00:28:50.437978 INFO::Fitting model to feature number 59, F60 2024-04-16 00:28:50.44141 INFO::Fitting model to feature number 60, F63 2024-04-16 00:28:50.444862 INFO::Fitting model to feature number 61, F64 2024-04-16 00:28:50.448351 INFO::Fitting model to feature number 62, F65 2024-04-16 00:28:50.451802 INFO::Fitting model to feature number 63, F66 2024-04-16 00:28:50.4552 INFO::Fitting model to feature number 64, F67 2024-04-16 00:28:50.45862 INFO::Fitting model to feature number 65, F68 2024-04-16 00:28:50.46203 INFO::Fitting model to feature number 66, F69 2024-04-16 00:28:50.465463 INFO::Fitting model to feature number 67, F70 2024-04-16 00:28:50.468877 INFO::Fitting model to feature number 68, F71 2024-04-16 00:28:50.472285 INFO::Fitting model to feature number 69, F72 2024-04-16 00:28:50.475717 INFO::Fitting model to feature number 70, F73 2024-04-16 00:28:50.479163 INFO::Fitting model to feature number 71, F74 2024-04-16 00:28:50.482588 INFO::Fitting model to feature number 72, F76 2024-04-16 00:28:50.485937 INFO::Fitting model to feature number 73, F77 2024-04-16 00:28:50.489362 INFO::Fitting model to feature number 74, F78 2024-04-16 00:28:50.4928 INFO::Fitting model to feature number 75, F79 2024-04-16 00:28:50.496259 INFO::Fitting model to feature number 76, F80 2024-04-16 00:28:50.499692 INFO::Fitting model to feature number 77, F81 2024-04-16 00:28:50.503112 INFO::Fitting model to feature number 78, F82 2024-04-16 00:28:50.506567 INFO::Fitting model to feature number 79, F83 2024-04-16 00:28:50.509979 INFO::Fitting model to feature number 80, F84 2024-04-16 00:28:50.513475 INFO::Fitting model to feature number 81, F85 2024-04-16 00:28:50.516885 INFO::Fitting model to feature number 82, F86 2024-04-16 00:28:50.520301 INFO::Fitting model to feature number 83, F87 2024-04-16 00:28:50.523722 INFO::Fitting model to feature number 84, F88 2024-04-16 00:28:50.527158 INFO::Fitting model to feature number 85, F89 2024-04-16 00:28:50.530579 INFO::Fitting model to feature number 86, F90 2024-04-16 00:28:50.533985 INFO::Fitting model to feature number 87, F91 2024-04-16 00:28:50.537398 INFO::Fitting model to feature number 88, F92 2024-04-16 00:28:50.540913 INFO::Fitting model to feature number 89, F93 2024-04-16 00:28:50.544345 INFO::Fitting model to feature number 90, F94 2024-04-16 00:28:50.547809 INFO::Fitting model to feature number 91, F95 2024-04-16 00:28:50.55121 INFO::Fitting model to feature number 92, F96 2024-04-16 00:28:50.554662 INFO::Fitting model to feature number 93, F97 2024-04-16 00:28:50.558138 INFO::Fitting model to feature number 94, F98 2024-04-16 00:28:50.561599 INFO::Fitting model to feature number 95, F99 2024-04-16 00:28:50.564984 INFO::Fitting model to feature number 96, F100 2024-04-16 00:28:50.568443 INFO::Fitting model to feature number 97, F101 2024-04-16 00:28:50.571911 INFO::Fitting model to feature number 98, F102 2024-04-16 00:28:50.575402 INFO::Fitting model to feature number 99, F103 2024-04-16 00:28:50.57895 INFO::Fitting model to feature number 100, F104 2024-04-16 00:28:50.582646 INFO::Fitting model to feature number 101, F105 2024-04-16 00:28:50.586398 INFO::Fitting model to feature number 102, F106 2024-04-16 00:28:50.590075 INFO::Fitting model to feature number 103, F107 2024-04-16 00:28:50.593729 INFO::Fitting model to feature number 104, F108 2024-04-16 00:28:50.59728 INFO::Fitting model to feature number 105, F109 2024-04-16 00:28:50.600858 INFO::Fitting model to feature number 106, F110 2024-04-16 00:28:50.604457 INFO::Fitting model to feature number 107, F111 2024-04-16 00:28:50.607938 INFO::Fitting model to feature number 108, F112 2024-04-16 00:28:50.611506 INFO::Fitting model to feature number 109, F113 2024-04-16 00:28:50.615004 INFO::Fitting model to feature number 110, F114 2024-04-16 00:28:50.61861 INFO::Fitting model to feature number 111, F115 2024-04-16 00:28:50.622208 INFO::Fitting model to feature number 112, F117 2024-04-16 00:28:50.625697 INFO::Fitting model to feature number 113, F118 2024-04-16 00:28:50.629094 INFO::Fitting model to feature number 114, F119 2024-04-16 00:28:50.632613 INFO::Fitting model to feature number 115, F120 2024-04-16 00:28:50.636084 INFO::Fitting model to feature number 116, F121 2024-04-16 00:28:50.639558 INFO::Fitting model to feature number 117, F122 2024-04-16 00:28:50.643036 INFO::Fitting model to feature number 118, F123 2024-04-16 00:28:50.646504 INFO::Fitting model to feature number 119, F124 2024-04-16 00:28:50.649916 INFO::Fitting model to feature number 120, F125 2024-04-16 00:28:50.653392 INFO::Fitting model to feature number 121, F126 2024-04-16 00:28:50.656873 INFO::Fitting model to feature number 122, F127 2024-04-16 00:28:50.660363 INFO::Fitting model to feature number 123, F128 2024-04-16 00:28:50.663862 INFO::Fitting model to feature number 124, F129 2024-04-16 00:28:50.667387 INFO::Fitting model to feature number 125, F130 2024-04-16 00:28:50.670943 INFO::Fitting model to feature number 126, F131 2024-04-16 00:28:50.674436 INFO::Fitting model to feature number 127, F132 2024-04-16 00:28:50.677897 INFO::Fitting model to feature number 128, F133 2024-04-16 00:28:50.68132 INFO::Fitting model to feature number 129, F134 2024-04-16 00:28:50.684796 INFO::Fitting model to feature number 130, F135 2024-04-16 00:28:50.688293 INFO::Fitting model to feature number 131, F136 2024-04-16 00:28:50.691775 INFO::Fitting model to feature number 132, F137 2024-04-16 00:28:50.695245 INFO::Fitting model to feature number 133, F138 2024-04-16 00:28:50.698719 INFO::Fitting model to feature number 134, F139 2024-04-16 00:28:50.70218 INFO::Fitting model to feature number 135, F140 2024-04-16 00:28:50.70567 INFO::Fitting model to feature number 136, F141 2024-04-16 00:28:50.709185 INFO::Fitting model to feature number 137, F142 2024-04-16 00:28:50.712691 INFO::Fitting model to feature number 138, F143 2024-04-16 00:28:50.716173 INFO::Fitting model to feature number 139, F144 2024-04-16 00:28:50.719657 INFO::Fitting model to feature number 140, F145 2024-04-16 00:28:50.72315 INFO::Fitting model to feature number 141, F146 2024-04-16 00:28:50.726623 INFO::Fitting model to feature number 142, F147 2024-04-16 00:28:50.730065 INFO::Fitting model to feature number 143, F148 2024-04-16 00:28:50.733519 INFO::Fitting model to feature number 144, F149 2024-04-16 00:28:50.73698 INFO::Fitting model to feature number 145, F150 2024-04-16 00:28:50.74044 INFO::Fitting model to feature number 146, F152 2024-04-16 00:28:50.74385 INFO::Fitting model to feature number 147, F153 2024-04-16 00:28:50.747306 INFO::Fitting model to feature number 148, F154 2024-04-16 00:28:50.750695 INFO::Fitting model to feature number 149, F155 2024-04-16 00:28:50.754063 INFO::Fitting model to feature number 150, F156 2024-04-16 00:28:50.757504 INFO::Fitting model to feature number 151, F157 2024-04-16 00:28:50.760979 INFO::Fitting model to feature number 152, F158 2024-04-16 00:28:50.764358 INFO::Fitting model to feature number 153, F159 2024-04-16 00:28:50.767866 INFO::Fitting model to feature number 154, F160 2024-04-16 00:28:50.771413 INFO::Fitting model to feature number 155, F161 2024-04-16 00:28:50.77491 INFO::Fitting model to feature number 156, F162 2024-04-16 00:28:50.778397 INFO::Fitting model to feature number 157, F163 2024-04-16 00:28:50.781914 INFO::Fitting model to feature number 158, F164 2024-04-16 00:28:50.785465 INFO::Fitting model to feature number 159, F165 2024-04-16 00:28:50.788989 INFO::Fitting model to feature number 160, F166 2024-04-16 00:28:50.792506 INFO::Fitting model to feature number 161, F167 2024-04-16 00:28:50.796047 INFO::Fitting model to feature number 162, F168 2024-04-16 00:28:50.799508 INFO::Fitting model to feature number 163, F169 2024-04-16 00:28:50.803011 INFO::Fitting model to feature number 164, F170 2024-04-16 00:28:50.806566 INFO::Fitting model to feature number 165, F171 2024-04-16 00:28:50.810089 INFO::Fitting model to feature number 166, F172 2024-04-16 00:28:50.813576 INFO::Fitting model to feature number 167, F173 2024-04-16 00:28:50.817125 INFO::Fitting model to feature number 168, F174 2024-04-16 00:28:50.820596 INFO::Fitting model to feature number 169, F175 2024-04-16 00:28:50.824147 INFO::Fitting model to feature number 170, F176 2024-04-16 00:28:50.827692 INFO::Fitting model to feature number 171, F177 2024-04-16 00:28:50.83125 INFO::Fitting model to feature number 172, F178 2024-04-16 00:28:50.834791 INFO::Fitting model to feature number 173, F179 2024-04-16 00:28:50.83838 INFO::Fitting model to feature number 174, F180 2024-04-16 00:28:50.841947 INFO::Fitting model to feature number 175, F181 2024-04-16 00:28:50.845552 INFO::Fitting model to feature number 176, F182 2024-04-16 00:28:50.849145 INFO::Fitting model to feature number 177, F183 2024-04-16 00:28:50.852759 INFO::Fitting model to feature number 178, F184 2024-04-16 00:28:50.856543 INFO::Fitting model to feature number 179, F185 2024-04-16 00:28:50.860243 INFO::Fitting model to feature number 180, F186 2024-04-16 00:28:50.863915 INFO::Fitting model to feature number 181, F187 2024-04-16 00:28:50.867589 INFO::Fitting model to feature number 182, F188 2024-04-16 00:28:50.871251 INFO::Fitting model to feature number 183, F189 2024-04-16 00:28:50.87499 INFO::Fitting model to feature number 184, F190 2024-04-16 00:28:50.878697 INFO::Fitting model to feature number 185, F191 2024-04-16 00:28:50.882442 INFO::Fitting model to feature number 186, F192 2024-04-16 00:28:50.886205 INFO::Fitting model to feature number 187, F193 2024-04-16 00:28:50.889976 INFO::Fitting model to feature number 188, F194 2024-04-16 00:28:50.893806 INFO::Fitting model to feature number 189, F195 2024-04-16 00:28:50.897431 INFO::Fitting model to feature number 190, F196 2024-04-16 00:28:50.901115 INFO::Fitting model to feature number 191, F197 2024-04-16 00:28:50.904667 INFO::Fitting model to feature number 192, F198 2024-04-16 00:28:50.908269 INFO::Fitting model to feature number 193, F199 2024-04-16 00:28:50.911848 INFO::Fitting model to feature number 194, F200 2024-04-16 00:28:50.915443 INFO::Fitting model to feature number 195, F201 2024-04-16 00:28:50.919029 INFO::Fitting model to feature number 196, F202 2024-04-16 00:28:50.922611 INFO::Fitting model to feature number 197, F203 2024-04-16 00:28:50.926163 INFO::Fitting model to feature number 198, F204 2024-04-16 00:28:50.929654 INFO::Fitting model to feature number 199, F206 2024-04-16 00:28:50.933131 INFO::Fitting model to feature number 200, F207 2024-04-16 00:28:50.936607 INFO::Fitting model to feature number 201, F208 2024-04-16 00:28:50.940094 INFO::Fitting model to feature number 202, F209 2024-04-16 00:28:50.943605 INFO::Fitting model to feature number 203, F210 2024-04-16 00:28:50.947122 INFO::Fitting model to feature number 204, F211 2024-04-16 00:28:50.950619 INFO::Fitting model to feature number 205, F212 2024-04-16 00:28:50.954178 INFO::Fitting model to feature number 206, F213 2024-04-16 00:28:50.957679 INFO::Fitting model to feature number 207, F214 2024-04-16 00:28:50.961131 INFO::Fitting model to feature number 208, F215 2024-04-16 00:28:50.964646 INFO::Fitting model to feature number 209, F216 2024-04-16 00:28:50.968143 INFO::Fitting model to feature number 210, F217 2024-04-16 00:28:50.971661 INFO::Fitting model to feature number 211, F218 2024-04-16 00:28:50.975182 INFO::Fitting model to feature number 212, F219 2024-04-16 00:28:50.978701 INFO::Fitting model to feature number 213, F220 2024-04-16 00:28:50.982243 INFO::Fitting model to feature number 214, F221 2024-04-16 00:28:50.985744 INFO::Fitting model to feature number 215, F222 2024-04-16 00:28:50.989306 INFO::Fitting model to feature number 216, F223 2024-04-16 00:28:50.992848 INFO::Fitting model to feature number 217, F224 2024-04-16 00:28:50.996437 INFO::Fitting model to feature number 218, F225 2024-04-16 00:28:50.999949 INFO::Fitting model to feature number 219, F226 2024-04-16 00:28:51.003504 INFO::Fitting model to feature number 220, F227 2024-04-16 00:28:51.007046 INFO::Fitting model to feature number 221, F228 2024-04-16 00:28:51.010611 INFO::Fitting model to feature number 222, F229 2024-04-16 00:28:51.014073 INFO::Fitting model to feature number 223, F230 2024-04-16 00:28:51.017562 INFO::Fitting model to feature number 224, F231 2024-04-16 00:28:51.021139 INFO::Fitting model to feature number 225, F232 2024-04-16 00:28:51.024755 INFO::Fitting model to feature number 226, F233 2024-04-16 00:28:51.028407 INFO::Fitting model to feature number 227, F234 2024-04-16 00:28:51.031993 INFO::Fitting model to feature number 228, F235 2024-04-16 00:28:51.035564 INFO::Fitting model to feature number 229, F236 2024-04-16 00:28:51.039152 INFO::Fitting model to feature number 230, F237 2024-04-16 00:28:51.042673 INFO::Fitting model to feature number 231, F238 2024-04-16 00:28:51.046237 INFO::Fitting model to feature number 232, F239 2024-04-16 00:28:51.049755 INFO::Fitting model to feature number 233, F240 2024-04-16 00:28:51.053294 INFO::Fitting model to feature number 234, F241 2024-04-16 00:28:51.056832 INFO::Fitting model to feature number 235, F242 2024-04-16 00:28:51.060348 INFO::Fitting model to feature number 236, F243 2024-04-16 00:28:51.063872 INFO::Fitting model to feature number 237, F244 2024-04-16 00:28:51.067394 INFO::Fitting model to feature number 238, F245 2024-04-16 00:28:51.070925 INFO::Fitting model to feature number 239, F246 2024-04-16 00:28:51.074521 INFO::Fitting model to feature number 240, F247 2024-04-16 00:28:51.07813 INFO::Fitting model to feature number 241, F248 2024-04-16 00:28:51.081665 INFO::Fitting model to feature number 242, F249 2024-04-16 00:28:51.085215 INFO::Fitting model to feature number 243, F250 2024-04-16 00:28:51.088757 INFO::Fitting model to feature number 244, F252 2024-04-16 00:28:51.092247 INFO::Fitting model to feature number 245, F253 2024-04-16 00:28:51.095753 INFO::Fitting model to feature number 246, F254 2024-04-16 00:28:51.099221 INFO::Fitting model to feature number 247, F255 2024-04-16 00:28:51.102705 INFO::Fitting model to feature number 248, F256 2024-04-16 00:28:51.106179 INFO::Fitting model to feature number 249, F257 2024-04-16 00:28:51.109674 INFO::Fitting model to feature number 250, F259 2024-04-16 00:28:51.113313 INFO::Fitting model to feature number 251, F260 2024-04-16 00:28:51.11696 INFO::Fitting model to feature number 252, F261 2024-04-16 00:28:51.120588 INFO::Fitting model to feature number 253, F262 2024-04-16 00:28:51.124297 INFO::Fitting model to feature number 254, F263 2024-04-16 00:28:51.127932 INFO::Fitting model to feature number 255, F264 2024-04-16 00:28:51.131546 INFO::Fitting model to feature number 256, F265 2024-04-16 00:28:51.158159 INFO::Fitting model to feature number 257, F266 2024-04-16 00:28:51.162225 INFO::Fitting model to feature number 258, F267 2024-04-16 00:28:51.166461 INFO::Fitting model to feature number 259, F269 2024-04-16 00:28:51.170711 INFO::Fitting model to feature number 260, F270 2024-04-16 00:28:51.175074 INFO::Fitting model to feature number 261, F271 2024-04-16 00:28:51.17926 INFO::Fitting model to feature number 262, F272 2024-04-16 00:28:51.183337 INFO::Fitting model to feature number 263, F273 2024-04-16 00:28:51.187288 INFO::Fitting model to feature number 264, F274 2024-04-16 00:28:51.191132 INFO::Fitting model to feature number 265, F276 2024-04-16 00:28:51.195045 INFO::Fitting model to feature number 266, F277 2024-04-16 00:28:51.198876 INFO::Fitting model to feature number 267, F278 2024-04-16 00:28:51.202712 INFO::Fitting model to feature number 268, F279 2024-04-16 00:28:51.206539 INFO::Fitting model to feature number 269, F280 2024-04-16 00:28:51.210169 INFO::Fitting model to feature number 270, F281 2024-04-16 00:28:51.213624 INFO::Fitting model to feature number 271, F282 2024-04-16 00:28:51.217044 INFO::Fitting model to feature number 272, F283 2024-04-16 00:28:51.220498 INFO::Fitting model to feature number 273, F284 2024-04-16 00:28:51.223938 INFO::Fitting model to feature number 274, F285 2024-04-16 00:28:51.22737 INFO::Fitting model to feature number 275, F286 2024-04-16 00:28:51.230824 INFO::Fitting model to feature number 276, F287 2024-04-16 00:28:51.234273 INFO::Fitting model to feature number 277, F288 2024-04-16 00:28:51.237689 INFO::Fitting model to feature number 278, F289 2024-04-16 00:28:51.241067 INFO::Fitting model to feature number 279, F290 2024-04-16 00:28:51.244496 INFO::Fitting model to feature number 280, F292 2024-04-16 00:28:51.247932 INFO::Fitting model to feature number 281, F293 2024-04-16 00:28:51.251378 INFO::Fitting model to feature number 282, F294 2024-04-16 00:28:51.25482 INFO::Fitting model to feature number 283, F295 2024-04-16 00:28:51.258264 INFO::Fitting model to feature number 284, F296 2024-04-16 00:28:51.261681 INFO::Fitting model to feature number 285, F297 2024-04-16 00:28:51.26504 INFO::Fitting model to feature number 286, F298 2024-04-16 00:28:51.268446 INFO::Fitting model to feature number 287, F299 2024-04-16 00:28:51.271888 INFO::Fitting model to feature number 288, F300 2024-04-16 00:28:51.275283 INFO::Fitting model to feature number 289, F301 2024-04-16 00:28:51.278677 INFO::Fitting model to feature number 290, F302 2024-04-16 00:28:51.282081 INFO::Fitting model to feature number 291, F303 2024-04-16 00:28:51.285524 INFO::Fitting model to feature number 292, F304 2024-04-16 00:28:51.288952 INFO::Fitting model to feature number 293, F305 2024-04-16 00:28:51.292371 INFO::Fitting model to feature number 294, F306 2024-04-16 00:28:51.295829 INFO::Fitting model to feature number 295, F307 2024-04-16 00:28:51.299308 INFO::Fitting model to feature number 296, F308 2024-04-16 00:28:51.30274 INFO::Fitting model to feature number 297, F309 2024-04-16 00:28:51.306164 INFO::Fitting model to feature number 298, F310 2024-04-16 00:28:51.309583 INFO::Fitting model to feature number 299, F311 2024-04-16 00:28:51.312934 INFO::Fitting model to feature number 300, F312 2024-04-16 00:28:51.316295 INFO::Fitting model to feature number 301, F313 2024-04-16 00:28:51.319698 INFO::Fitting model to feature number 302, F315 2024-04-16 00:28:51.32302 INFO::Fitting model to feature number 303, F316 2024-04-16 00:28:51.3264 INFO::Fitting model to feature number 304, F317 2024-04-16 00:28:51.329763 INFO::Fitting model to feature number 305, F318 2024-04-16 00:28:51.333125 INFO::Fitting model to feature number 306, F319 2024-04-16 00:28:51.336446 INFO::Fitting model to feature number 307, F320 2024-04-16 00:28:51.33983 INFO::Fitting model to feature number 308, F321 2024-04-16 00:28:51.343202 INFO::Fitting model to feature number 309, F322 2024-04-16 00:28:51.346556 INFO::Fitting model to feature number 310, F323 2024-04-16 00:28:51.349911 INFO::Fitting model to feature number 311, F324 2024-04-16 00:28:51.353263 INFO::Fitting model to feature number 312, F325 2024-04-16 00:28:51.35661 INFO::Fitting model to feature number 313, F326 2024-04-16 00:28:51.359974 INFO::Fitting model to feature number 314, F327 2024-04-16 00:28:51.363333 INFO::Fitting model to feature number 315, F328 2024-04-16 00:28:51.366686 INFO::Fitting model to feature number 316, F329 2024-04-16 00:28:51.370039 INFO::Fitting model to feature number 317, F330 2024-04-16 00:28:51.373398 INFO::Fitting model to feature number 318, F331 2024-04-16 00:28:51.376762 INFO::Fitting model to feature number 319, F332 2024-04-16 00:28:51.380093 INFO::Fitting model to feature number 320, F333 2024-04-16 00:28:51.383442 INFO::Fitting model to feature number 321, F334 2024-04-16 00:28:51.386752 INFO::Fitting model to feature number 322, F335 2024-04-16 00:28:51.390079 INFO::Fitting model to feature number 323, F336 2024-04-16 00:28:51.393446 INFO::Fitting model to feature number 324, F337 2024-04-16 00:28:51.396737 INFO::Fitting model to feature number 325, F338 2024-04-16 00:28:51.400028 INFO::Fitting model to feature number 326, F339 2024-04-16 00:28:51.403379 INFO::Fitting model to feature number 327, F340 2024-04-16 00:28:51.406742 INFO::Fitting model to feature number 328, F342 2024-04-16 00:28:51.410089 INFO::Fitting model to feature number 329, F343 2024-04-16 00:28:51.413442 INFO::Fitting model to feature number 330, F344 2024-04-16 00:28:51.416724 INFO::Fitting model to feature number 331, F345 2024-04-16 00:28:51.420078 INFO::Fitting model to feature number 332, F346 2024-04-16 00:28:51.423437 INFO::Fitting model to feature number 333, F347 2024-04-16 00:28:51.426788 INFO::Fitting model to feature number 334, F348 2024-04-16 00:28:51.430144 INFO::Fitting model to feature number 335, F350 2024-04-16 00:28:51.433424 INFO::Fitting model to feature number 336, F351 2024-04-16 00:28:51.436772 INFO::Fitting model to feature number 337, F352 2024-04-16 00:28:51.440127 INFO::Fitting model to feature number 338, F353 2024-04-16 00:28:51.443488 INFO::Fitting model to feature number 339, F355 2024-04-16 00:28:51.446857 INFO::Fitting model to feature number 340, F356 2024-04-16 00:28:51.45024 INFO::Fitting model to feature number 341, F357 2024-04-16 00:28:51.453581 INFO::Fitting model to feature number 342, F358 2024-04-16 00:28:51.456951 INFO::Fitting model to feature number 343, F359 2024-04-16 00:28:51.460315 INFO::Fitting model to feature number 344, F360 2024-04-16 00:28:51.463683 INFO::Fitting model to feature number 345, F361 2024-04-16 00:28:51.467038 INFO::Fitting model to feature number 346, F362 2024-04-16 00:28:51.47041 INFO::Fitting model to feature number 347, F363 2024-04-16 00:28:51.473692 INFO::Fitting model to feature number 348, F364 2024-04-16 00:28:51.477069 INFO::Fitting model to feature number 349, F365 2024-04-16 00:28:51.480415 INFO::Fitting model to feature number 350, F366 2024-04-16 00:28:51.48376 INFO::Fitting model to feature number 351, F367 2024-04-16 00:28:51.487126 INFO::Fitting model to feature number 352, F368 2024-04-16 00:28:51.490494 INFO::Fitting model to feature number 353, F369 2024-04-16 00:28:51.493821 INFO::Fitting model to feature number 354, F370 2024-04-16 00:28:51.49717 INFO::Fitting model to feature number 355, F371 2024-04-16 00:28:51.500516 INFO::Fitting model to feature number 356, F372 2024-04-16 00:28:51.503905 INFO::Fitting model to feature number 357, F373 2024-04-16 00:28:51.507285 INFO::Fitting model to feature number 358, F374 2024-04-16 00:28:51.510652 INFO::Fitting model to feature number 359, F375 2024-04-16 00:28:51.514016 INFO::Fitting model to feature number 360, F376 2024-04-16 00:28:51.517375 INFO::Fitting model to feature number 361, F377 2024-04-16 00:28:51.52069 INFO::Fitting model to feature number 362, F378 2024-04-16 00:28:51.524085 INFO::Fitting model to feature number 363, F379 2024-04-16 00:28:51.52738 INFO::Fitting model to feature number 364, F380 2024-04-16 00:28:51.530733 INFO::Fitting model to feature number 365, F381 2024-04-16 00:28:51.534126 INFO::Fitting model to feature number 366, F382 2024-04-16 00:28:51.537481 INFO::Fitting model to feature number 367, F383 2024-04-16 00:28:51.540787 INFO::Fitting model to feature number 368, F384 2024-04-16 00:28:51.544102 INFO::Fitting model to feature number 369, F386 2024-04-16 00:28:51.547495 INFO::Fitting model to feature number 370, F387 2024-04-16 00:28:51.550864 INFO::Fitting model to feature number 371, F388 2024-04-16 00:28:51.554323 INFO::Fitting model to feature number 372, F389 2024-04-16 00:28:51.557728 INFO::Fitting model to feature number 373, F390 2024-04-16 00:28:51.561092 INFO::Fitting model to feature number 374, F391 2024-04-16 00:28:51.564441 INFO::Fitting model to feature number 375, F392 2024-04-16 00:28:51.567725 INFO::Fitting model to feature number 376, F393 2024-04-16 00:28:51.571076 INFO::Fitting model to feature number 377, F394 2024-04-16 00:28:51.574445 INFO::Fitting model to feature number 378, F395 2024-04-16 00:28:51.577794 INFO::Fitting model to feature number 379, F396 2024-04-16 00:28:51.581094 INFO::Fitting model to feature number 380, F397 2024-04-16 00:28:51.584466 INFO::Fitting model to feature number 381, F398 2024-04-16 00:28:51.58784 INFO::Fitting model to feature number 382, F399 2024-04-16 00:28:51.591216 INFO::Fitting model to feature number 383, F400 2024-04-16 00:28:51.594607 INFO::Fitting model to feature number 384, F401 2024-04-16 00:28:51.597946 INFO::Fitting model to feature number 385, F402 2024-04-16 00:28:51.601296 INFO::Fitting model to feature number 386, F403 2024-04-16 00:28:51.604599 INFO::Fitting model to feature number 387, F404 2024-04-16 00:28:51.607888 INFO::Fitting model to feature number 388, F406 2024-04-16 00:28:51.611233 INFO::Fitting model to feature number 389, F407 2024-04-16 00:28:51.614583 INFO::Fitting model to feature number 390, F408 2024-04-16 00:28:51.617931 INFO::Fitting model to feature number 391, F409 2024-04-16 00:28:51.621224 INFO::Fitting model to feature number 392, F410 2024-04-16 00:28:51.624571 INFO::Fitting model to feature number 393, F411 2024-04-16 00:28:51.627925 INFO::Fitting model to feature number 394, F412 2024-04-16 00:28:51.631345 INFO::Fitting model to feature number 395, F413 2024-04-16 00:28:51.634626 INFO::Fitting model to feature number 396, F414 2024-04-16 00:28:51.637956 INFO::Fitting model to feature number 397, F415 2024-04-16 00:28:51.641278 INFO::Fitting model to feature number 398, F416 2024-04-16 00:28:51.64465 INFO::Fitting model to feature number 399, F417 2024-04-16 00:28:51.648025 INFO::Fitting model to feature number 400, F418 2024-04-16 00:28:51.651379 INFO::Fitting model to feature number 401, F419 2024-04-16 00:28:51.654726 INFO::Fitting model to feature number 402, F420 2024-04-16 00:28:51.658163 INFO::Fitting model to feature number 403, F421 2024-04-16 00:28:51.661511 INFO::Fitting model to feature number 404, F422 2024-04-16 00:28:51.664912 INFO::Fitting model to feature number 405, F423 2024-04-16 00:28:51.668279 INFO::Fitting model to feature number 406, F425 2024-04-16 00:28:51.671672 INFO::Fitting model to feature number 407, F426 2024-04-16 00:28:51.675044 INFO::Fitting model to feature number 408, F428 2024-04-16 00:28:51.678346 INFO::Fitting model to feature number 409, F429 2024-04-16 00:28:51.681694 INFO::Fitting model to feature number 410, F430 2024-04-16 00:28:51.685086 INFO::Fitting model to feature number 411, F431 2024-04-16 00:28:51.688468 INFO::Fitting model to feature number 412, F432 2024-04-16 00:28:51.691825 INFO::Fitting model to feature number 413, F433 2024-04-16 00:28:51.695339 INFO::Fitting model to feature number 414, F434 2024-04-16 00:28:51.698819 INFO::Fitting model to feature number 415, F435 2024-04-16 00:28:51.702402 INFO::Fitting model to feature number 416, F436 2024-04-16 00:28:51.705779 INFO::Fitting model to feature number 417, F437 2024-04-16 00:28:51.709245 INFO::Fitting model to feature number 418, F438 2024-04-16 00:28:51.712627 INFO::Fitting model to feature number 419, F439 2024-04-16 00:28:51.716051 INFO::Fitting model to feature number 420, F440 2024-04-16 00:28:51.719481 INFO::Fitting model to feature number 421, F441 2024-04-16 00:28:51.722883 INFO::Fitting model to feature number 422, F442 2024-04-16 00:28:51.726312 INFO::Fitting model to feature number 423, F443 2024-04-16 00:28:51.729719 INFO::Fitting model to feature number 424, F444 2024-04-16 00:28:51.733138 INFO::Fitting model to feature number 425, F445 2024-04-16 00:28:51.736567 INFO::Fitting model to feature number 426, F446 2024-04-16 00:28:51.739938 INFO::Fitting model to feature number 427, F447 2024-04-16 00:28:51.74335 INFO::Fitting model to feature number 428, F448 2024-04-16 00:28:51.746777 INFO::Fitting model to feature number 429, F449 2024-04-16 00:28:51.750216 INFO::Fitting model to feature number 430, F450 2024-04-16 00:28:51.753641 INFO::Fitting model to feature number 431, F451 2024-04-16 00:28:51.757084 INFO::Fitting model to feature number 432, F452 2024-04-16 00:28:51.760539 INFO::Fitting model to feature number 433, F454 2024-04-16 00:28:51.763941 INFO::Fitting model to feature number 434, F455 2024-04-16 00:28:51.767393 INFO::Fitting model to feature number 435, F456 2024-04-16 00:28:51.770842 INFO::Fitting model to feature number 436, F457 2024-04-16 00:28:51.774289 INFO::Fitting model to feature number 437, F458 2024-04-16 00:28:51.777719 INFO::Fitting model to feature number 438, F459 2024-04-16 00:28:51.781179 INFO::Fitting model to feature number 439, F461 2024-04-16 00:28:51.784635 INFO::Fitting model to feature number 440, F462 2024-04-16 00:28:51.7881 INFO::Fitting model to feature number 441, F463 2024-04-16 00:28:51.791565 INFO::Fitting model to feature number 442, F464 2024-04-16 00:28:51.795029 INFO::Fitting model to feature number 443, F465 2024-04-16 00:28:51.798523 INFO::Fitting model to feature number 444, F466 2024-04-16 00:28:51.802011 INFO::Fitting model to feature number 445, F467 2024-04-16 00:28:51.805467 INFO::Fitting model to feature number 446, F468 2024-04-16 00:28:51.808968 INFO::Fitting model to feature number 447, F469 2024-04-16 00:28:51.812495 INFO::Fitting model to feature number 448, F470 2024-04-16 00:28:51.815913 INFO::Fitting model to feature number 449, F471 2024-04-16 00:28:51.819393 INFO::Fitting model to feature number 450, F474 2024-04-16 00:28:51.822876 INFO::Fitting model to feature number 451, F475 2024-04-16 00:28:51.82637 INFO::Fitting model to feature number 452, F476 2024-04-16 00:28:51.829826 INFO::Fitting model to feature number 453, F477 2024-04-16 00:28:51.833251 INFO::Fitting model to feature number 454, F478 2024-04-16 00:28:51.836705 INFO::Fitting model to feature number 455, F479 2024-04-16 00:28:51.840156 INFO::Fitting model to feature number 456, F480 2024-04-16 00:28:51.843552 INFO::Fitting model to feature number 457, F481 2024-04-16 00:28:51.847004 INFO::Fitting model to feature number 458, F482 2024-04-16 00:28:51.850373 INFO::Fitting model to feature number 459, F483 2024-04-16 00:28:51.853816 INFO::Fitting model to feature number 460, F484 2024-04-16 00:28:51.857241 INFO::Fitting model to feature number 461, F485 2024-04-16 00:28:51.860597 INFO::Fitting model to feature number 462, F486 2024-04-16 00:28:51.864027 INFO::Fitting model to feature number 463, F487 2024-04-16 00:28:51.867425 INFO::Fitting model to feature number 464, F488 2024-04-16 00:28:51.870843 INFO::Fitting model to feature number 465, F489 2024-04-16 00:28:51.874299 INFO::Fitting model to feature number 466, F490 2024-04-16 00:28:51.877695 INFO::Fitting model to feature number 467, F491 2024-04-16 00:28:51.881106 INFO::Fitting model to feature number 468, F492 2024-04-16 00:28:51.884533 INFO::Fitting model to feature number 469, F493 2024-04-16 00:28:51.887905 INFO::Fitting model to feature number 470, F494 2024-04-16 00:28:51.891338 INFO::Fitting model to feature number 471, F495 2024-04-16 00:28:51.894762 INFO::Fitting model to feature number 472, F496 2024-04-16 00:28:51.898183 INFO::Fitting model to feature number 473, F497 2024-04-16 00:28:51.901603 INFO::Fitting model to feature number 474, F498 2024-04-16 00:28:51.904957 INFO::Fitting model to feature number 475, F499 2024-04-16 00:28:51.908402 INFO::Fitting model to feature number 476, F500 2024-04-16 00:28:51.911776 INFO::Fitting model to feature number 477, F501 2024-04-16 00:28:51.915222 INFO::Fitting model to feature number 478, F502 2024-04-16 00:28:51.918644 INFO::Fitting model to feature number 479, F503 2024-04-16 00:28:51.922059 INFO::Fitting model to feature number 480, F504 2024-04-16 00:28:51.925491 INFO::Fitting model to feature number 481, F505 2024-04-16 00:28:51.928917 INFO::Fitting model to feature number 482, F506 2024-04-16 00:28:51.932296 INFO::Fitting model to feature number 483, F507 2024-04-16 00:28:51.935744 INFO::Fitting model to feature number 484, F508 2024-04-16 00:28:51.93911 INFO::Fitting model to feature number 485, F509 2024-04-16 00:28:51.942569 INFO::Fitting model to feature number 486, F510 2024-04-16 00:28:51.945941 INFO::Fitting model to feature number 487, F511 2024-04-16 00:28:51.949322 INFO::Fitting model to feature number 488, F512 2024-04-16 00:28:51.952751 INFO::Fitting model to feature number 489, F513 2024-04-16 00:28:51.956188 INFO::Fitting model to feature number 490, F514 2024-04-16 00:28:51.959616 INFO::Fitting model to feature number 491, F515 2024-04-16 00:28:51.963041 INFO::Fitting model to feature number 492, F516 2024-04-16 00:28:51.966487 INFO::Fitting model to feature number 493, F517 2024-04-16 00:28:51.969909 INFO::Fitting model to feature number 494, F518 2024-04-16 00:28:51.973341 INFO::Fitting model to feature number 495, F519 2024-04-16 00:28:51.976786 INFO::Fitting model to feature number 496, F520 2024-04-16 00:28:51.980278 INFO::Fitting model to feature number 497, F521 2024-04-16 00:28:51.983744 INFO::Fitting model to feature number 498, F522 2024-04-16 00:28:51.987213 INFO::Fitting model to feature number 499, F523 2024-04-16 00:28:51.990685 INFO::Fitting model to feature number 500, F524 2024-04-16 00:28:51.994047 INFO::Fitting model to feature number 501, F525 2024-04-16 00:28:51.997484 INFO::Fitting model to feature number 502, F526 2024-04-16 00:28:52.00093 INFO::Fitting model to feature number 503, F527 2024-04-16 00:28:52.004355 INFO::Fitting model to feature number 504, F528 2024-04-16 00:28:52.007784 INFO::Fitting model to feature number 505, F529 2024-04-16 00:28:52.011216 INFO::Fitting model to feature number 506, F530 2024-04-16 00:28:52.014652 INFO::Fitting model to feature number 507, F531 2024-04-16 00:28:52.017998 INFO::Fitting model to feature number 508, F532 2024-04-16 00:28:52.021366 INFO::Fitting model to feature number 509, F533 2024-04-16 00:28:52.024784 INFO::Fitting model to feature number 510, F534 2024-04-16 00:28:52.028203 INFO::Fitting model to feature number 511, F535 2024-04-16 00:28:52.031645 INFO::Fitting model to feature number 512, F536 2024-04-16 00:28:52.035089 INFO::Fitting model to feature number 513, F537 2024-04-16 00:28:52.0385 INFO::Fitting model to feature number 514, F539 2024-04-16 00:28:52.041918 INFO::Fitting model to feature number 515, F540 2024-04-16 00:28:52.045291 INFO::Fitting model to feature number 516, F541 2024-04-16 00:28:52.048737 INFO::Fitting model to feature number 517, F543 2024-04-16 00:28:52.052154 INFO::Fitting model to feature number 518, F544 2024-04-16 00:28:52.055587 INFO::Fitting model to feature number 519, F545 2024-04-16 00:28:52.059013 INFO::Fitting model to feature number 520, F546 2024-04-16 00:28:52.06243 INFO::Fitting model to feature number 521, F547 2024-04-16 00:28:52.065831 INFO::Fitting model to feature number 522, F548 2024-04-16 00:28:52.069191 INFO::Fitting model to feature number 523, F549 2024-04-16 00:28:52.072585 INFO::Fitting model to feature number 524, F550 2024-04-16 00:28:52.076043 INFO::Fitting model to feature number 525, F551 2024-04-16 00:28:52.079494 INFO::Fitting model to feature number 526, F552 2024-04-16 00:28:52.082867 INFO::Fitting model to feature number 527, F553 2024-04-16 00:28:52.08624 INFO::Fitting model to feature number 528, F554 2024-04-16 00:28:52.089689 INFO::Fitting model to feature number 529, F555 2024-04-16 00:28:52.093139 INFO::Fitting model to feature number 530, F556 2024-04-16 00:28:52.096629 INFO::Fitting model to feature number 531, F557 2024-04-16 00:28:52.100093 INFO::Fitting model to feature number 532, F558 2024-04-16 00:28:52.103555 INFO::Fitting model to feature number 533, F559 2024-04-16 00:28:52.107009 INFO::Fitting model to feature number 534, F560 2024-04-16 00:28:52.110432 INFO::Fitting model to feature number 535, F561 2024-04-16 00:28:52.113836 INFO::Fitting model to feature number 536, F562 2024-04-16 00:28:52.117293 INFO::Fitting model to feature number 537, F563 2024-04-16 00:28:52.12073 INFO::Fitting model to feature number 538, F564 2024-04-16 00:28:52.124161 INFO::Fitting model to feature number 539, F566 2024-04-16 00:28:52.127598 INFO::Fitting model to feature number 540, F567 2024-04-16 00:28:52.131036 INFO::Fitting model to feature number 541, F568 2024-04-16 00:28:52.134473 INFO::Fitting model to feature number 542, F569 2024-04-16 00:28:52.137832 INFO::Fitting model to feature number 543, F570 2024-04-16 00:28:52.141284 INFO::Fitting model to feature number 544, F571 2024-04-16 00:28:52.144756 INFO::Fitting model to feature number 545, F572 2024-04-16 00:28:52.148123 INFO::Fitting model to feature number 546, F573 2024-04-16 00:28:52.151551 INFO::Fitting model to feature number 547, F574 2024-04-16 00:28:52.155017 INFO::Fitting model to feature number 548, F575 2024-04-16 00:28:52.158439 INFO::Fitting model to feature number 549, F576 2024-04-16 00:28:52.161796 INFO::Fitting model to feature number 550, F577 2024-04-16 00:28:52.165229 INFO::Fitting model to feature number 551, F578 2024-04-16 00:28:52.168699 INFO::Fitting model to feature number 552, F579 2024-04-16 00:28:52.172137 INFO::Fitting model to feature number 553, F580 2024-04-16 00:28:52.175547 INFO::Fitting model to feature number 554, F581 2024-04-16 00:28:52.178999 INFO::Fitting model to feature number 555, F582 2024-04-16 00:28:52.182472 INFO::Fitting model to feature number 556, F583 2024-04-16 00:28:52.185925 INFO::Fitting model to feature number 557, F584 2024-04-16 00:28:52.189397 INFO::Fitting model to feature number 558, F585 2024-04-16 00:28:52.192862 INFO::Fitting model to feature number 559, F586 2024-04-16 00:28:52.196304 INFO::Fitting model to feature number 560, F587 2024-04-16 00:28:52.199705 INFO::Fitting model to feature number 561, F588 2024-04-16 00:28:52.203161 INFO::Fitting model to feature number 562, F589 2024-04-16 00:28:52.206554 INFO::Fitting model to feature number 563, F590 2024-04-16 00:28:52.209973 INFO::Fitting model to feature number 564, F591 2024-04-16 00:28:52.213418 INFO::Fitting model to feature number 565, F592 2024-04-16 00:28:52.216894 INFO::Fitting model to feature number 566, F593 2024-04-16 00:28:52.220383 INFO::Fitting model to feature number 567, F594 2024-04-16 00:28:52.223855 INFO::Fitting model to feature number 568, F595 2024-04-16 00:28:52.22733 INFO::Fitting model to feature number 569, F596 2024-04-16 00:28:52.250789 INFO::Fitting model to feature number 570, F597 2024-04-16 00:28:52.25467 INFO::Fitting model to feature number 571, F598 2024-04-16 00:28:52.258284 INFO::Fitting model to feature number 572, F599 2024-04-16 00:28:52.261786 INFO::Fitting model to feature number 573, F600 2024-04-16 00:28:52.265276 INFO::Fitting model to feature number 574, F601 2024-04-16 00:28:52.268673 INFO::Fitting model to feature number 575, F602 2024-04-16 00:28:52.272131 INFO::Fitting model to feature number 576, F603 2024-04-16 00:28:52.275516 INFO::Fitting model to feature number 577, F605 2024-04-16 00:28:52.278966 INFO::Fitting model to feature number 578, F606 2024-04-16 00:28:52.282426 INFO::Fitting model to feature number 579, F607 2024-04-16 00:28:52.285868 INFO::Fitting model to feature number 580, F608 2024-04-16 00:28:52.289308 INFO::Fitting model to feature number 581, F609 2024-04-16 00:28:52.29274 INFO::Fitting model to feature number 582, F610 2024-04-16 00:28:52.296154 INFO::Fitting model to feature number 583, F611 2024-04-16 00:28:52.299565 INFO::Fitting model to feature number 584, F612 2024-04-16 00:28:52.302951 INFO::Fitting model to feature number 585, F613 2024-04-16 00:28:52.306354 INFO::Fitting model to feature number 586, F614 2024-04-16 00:28:52.309726 INFO::Fitting model to feature number 587, F615 2024-04-16 00:28:52.313097 INFO::Fitting model to feature number 588, F616 2024-04-16 00:28:52.316479 INFO::Fitting model to feature number 589, F617 2024-04-16 00:28:52.319847 INFO::Fitting model to feature number 590, F618 2024-04-16 00:28:52.323163 INFO::Fitting model to feature number 591, F619 2024-04-16 00:28:52.326543 INFO::Fitting model to feature number 592, F620 2024-04-16 00:28:52.3299 INFO::Fitting model to feature number 593, F621 2024-04-16 00:28:52.333272 INFO::Fitting model to feature number 594, F622 2024-04-16 00:28:52.336654 INFO::Fitting model to feature number 595, F623 2024-04-16 00:28:52.34004 INFO::Fitting model to feature number 596, F624 2024-04-16 00:28:52.343416 INFO::Fitting model to feature number 597, F625 2024-04-16 00:28:52.346782 INFO::Fitting model to feature number 598, F626 2024-04-16 00:28:52.350129 INFO::Fitting model to feature number 599, F627 2024-04-16 00:28:52.353476 INFO::Fitting model to feature number 600, F628 2024-04-16 00:28:52.356785 INFO::Fitting model to feature number 601, F629 2024-04-16 00:28:52.360153 INFO::Fitting model to feature number 602, F630 2024-04-16 00:28:52.363485 INFO::Fitting model to feature number 603, F631 2024-04-16 00:28:52.366874 INFO::Fitting model to feature number 604, F632 2024-04-16 00:28:52.370276 INFO::Fitting model to feature number 605, F633 2024-04-16 00:28:52.373679 INFO::Fitting model to feature number 606, F634 2024-04-16 00:28:52.377075 INFO::Fitting model to feature number 607, F635 2024-04-16 00:28:52.380443 INFO::Fitting model to feature number 608, F636 2024-04-16 00:28:52.38383 INFO::Fitting model to feature number 609, F637 2024-04-16 00:28:52.387149 INFO::Fitting model to feature number 610, F638 2024-04-16 00:28:52.390526 INFO::Fitting model to feature number 611, F639 2024-04-16 00:28:52.393898 INFO::Fitting model to feature number 612, F640 2024-04-16 00:28:52.397312 INFO::Fitting model to feature number 613, F641 2024-04-16 00:28:52.400723 INFO::Fitting model to feature number 614, F642 2024-04-16 00:28:52.404158 INFO::Fitting model to feature number 615, F643 2024-04-16 00:28:52.407481 INFO::Fitting model to feature number 616, F644 2024-04-16 00:28:52.410861 INFO::Fitting model to feature number 617, F645 2024-04-16 00:28:52.414233 INFO::Fitting model to feature number 618, F646 2024-04-16 00:28:52.41758 INFO::Fitting model to feature number 619, F647 2024-04-16 00:28:52.420959 INFO::Fitting model to feature number 620, F648 2024-04-16 00:28:52.424277 INFO::Fitting model to feature number 621, F649 2024-04-16 00:28:52.427644 INFO::Fitting model to feature number 622, F650 2024-04-16 00:28:52.43103 INFO::Fitting model to feature number 623, F651 2024-04-16 00:28:52.434414 INFO::Fitting model to feature number 624, F652 2024-04-16 00:28:52.437793 INFO::Fitting model to feature number 625, F653 2024-04-16 00:28:52.441166 INFO::Fitting model to feature number 626, F654 2024-04-16 00:28:52.444543 INFO::Fitting model to feature number 627, F655 2024-04-16 00:28:52.447929 INFO::Fitting model to feature number 628, F656 2024-04-16 00:28:52.451297 INFO::Fitting model to feature number 629, F657 2024-04-16 00:28:52.454676 INFO::Fitting model to feature number 630, F658 2024-04-16 00:28:52.458065 INFO::Fitting model to feature number 631, F659 2024-04-16 00:28:52.461452 INFO::Fitting model to feature number 632, F660 2024-04-16 00:28:52.464843 INFO::Fitting model to feature number 633, F661 2024-04-16 00:28:52.46822 INFO::Fitting model to feature number 634, F662 2024-04-16 00:28:52.471615 INFO::Fitting model to feature number 635, F663 2024-04-16 00:28:52.474995 INFO::Fitting model to feature number 636, F664 2024-04-16 00:28:52.478375 INFO::Fitting model to feature number 637, F665 2024-04-16 00:28:52.481727 INFO::Fitting model to feature number 638, F666 2024-04-16 00:28:52.485073 INFO::Fitting model to feature number 639, F667 2024-04-16 00:28:52.488447 INFO::Fitting model to feature number 640, F668 2024-04-16 00:28:52.491811 INFO::Fitting model to feature number 641, F669 2024-04-16 00:28:52.495157 INFO::Fitting model to feature number 642, F670 2024-04-16 00:28:52.498515 INFO::Fitting model to feature number 643, F671 2024-04-16 00:28:52.501864 INFO::Fitting model to feature number 644, F672 2024-04-16 00:28:52.505216 INFO::Fitting model to feature number 645, F673 2024-04-16 00:28:52.508591 INFO::Fitting model to feature number 646, F674 2024-04-16 00:28:52.51189 INFO::Fitting model to feature number 647, F675 2024-04-16 00:28:52.5152 INFO::Fitting model to feature number 648, F676 2024-04-16 00:28:52.51851 INFO::Fitting model to feature number 649, F677 2024-04-16 00:28:52.521843 INFO::Fitting model to feature number 650, F678 2024-04-16 00:28:52.525146 INFO::Fitting model to feature number 651, F679 2024-04-16 00:28:52.528502 INFO::Fitting model to feature number 652, F680 2024-04-16 00:28:52.531859 INFO::Fitting model to feature number 653, F681 2024-04-16 00:28:52.53515 INFO::Fitting model to feature number 654, F682 2024-04-16 00:28:52.538538 INFO::Fitting model to feature number 655, F683 2024-04-16 00:28:52.541874 INFO::Fitting model to feature number 656, F684 2024-04-16 00:28:52.54524 INFO::Fitting model to feature number 657, F685 2024-04-16 00:28:52.548552 INFO::Fitting model to feature number 658, F686 2024-04-16 00:28:52.551841 INFO::Fitting model to feature number 659, F687 2024-04-16 00:28:52.555209 INFO::Fitting model to feature number 660, F688 2024-04-16 00:28:52.558556 INFO::Fitting model to feature number 661, F689 2024-04-16 00:28:52.561898 INFO::Fitting model to feature number 662, F690 2024-04-16 00:28:52.565255 INFO::Fitting model to feature number 663, F691 2024-04-16 00:28:52.568618 INFO::Fitting model to feature number 664, F692 2024-04-16 00:28:52.571911 INFO::Fitting model to feature number 665, F693 2024-04-16 00:28:52.575269 INFO::Fitting model to feature number 666, F694 2024-04-16 00:28:52.578628 INFO::Fitting model to feature number 667, F695 2024-04-16 00:28:52.581941 INFO::Fitting model to feature number 668, F696 2024-04-16 00:28:52.585317 INFO::Fitting model to feature number 669, F697 2024-04-16 00:28:52.588678 INFO::Fitting model to feature number 670, F698 2024-04-16 00:28:52.592053 INFO::Fitting model to feature number 671, F699 2024-04-16 00:28:52.595451 INFO::Fitting model to feature number 672, F700 2024-04-16 00:28:52.598838 INFO::Fitting model to feature number 673, F701 2024-04-16 00:28:52.602157 INFO::Fitting model to feature number 674, F702 2024-04-16 00:28:52.605514 INFO::Fitting model to feature number 675, F704 2024-04-16 00:28:52.608915 INFO::Fitting model to feature number 676, F705 2024-04-16 00:28:52.612296 INFO::Fitting model to feature number 677, F706 2024-04-16 00:28:52.615682 INFO::Fitting model to feature number 678, F707 2024-04-16 00:28:52.619085 INFO::Fitting model to feature number 679, F708 2024-04-16 00:28:52.622469 INFO::Fitting model to feature number 680, F709 2024-04-16 00:28:52.62584 INFO::Fitting model to feature number 681, F710 2024-04-16 00:28:52.629225 INFO::Fitting model to feature number 682, F711 2024-04-16 00:28:52.632603 INFO::Fitting model to feature number 683, F712 2024-04-16 00:28:52.635954 INFO::Fitting model to feature number 684, F713 2024-04-16 00:28:52.639271 INFO::Fitting model to feature number 685, F714 2024-04-16 00:28:52.642665 INFO::Fitting model to feature number 686, F715 2024-04-16 00:28:52.646016 INFO::Fitting model to feature number 687, F716 2024-04-16 00:28:52.649368 INFO::Fitting model to feature number 688, F717 2024-04-16 00:28:52.657373 INFO::Fitting model to feature number 689, F718 2024-04-16 00:28:52.661135 INFO::Fitting model to feature number 690, F719 2024-04-16 00:28:52.664936 INFO::Fitting model to feature number 691, F720 2024-04-16 00:28:52.668677 INFO::Fitting model to feature number 692, F721 2024-04-16 00:28:52.672397 INFO::Fitting model to feature number 693, F722 2024-04-16 00:28:52.67629 INFO::Fitting model to feature number 694, F723 2024-04-16 00:28:52.679989 INFO::Fitting model to feature number 695, F724 2024-04-16 00:28:52.683729 INFO::Fitting model to feature number 696, F725 2024-04-16 00:28:52.687476 INFO::Fitting model to feature number 697, F726 2024-04-16 00:28:52.691121 INFO::Fitting model to feature number 698, F727 2024-04-16 00:28:52.694581 INFO::Fitting model to feature number 699, F728 2024-04-16 00:28:52.698056 INFO::Fitting model to feature number 700, F729 2024-04-16 00:28:52.701523 INFO::Fitting model to feature number 701, F730 2024-04-16 00:28:52.704954 INFO::Fitting model to feature number 702, F731 2024-04-16 00:28:52.708424 INFO::Fitting model to feature number 703, F732 2024-04-16 00:28:52.711856 INFO::Fitting model to feature number 704, F733 2024-04-16 00:28:52.715325 INFO::Fitting model to feature number 705, F734 2024-04-16 00:28:52.718755 INFO::Fitting model to feature number 706, F735 2024-04-16 00:28:52.722196 INFO::Fitting model to feature number 707, F736 2024-04-16 00:28:52.725603 INFO::Fitting model to feature number 708, F737 2024-04-16 00:28:52.729006 INFO::Fitting model to feature number 709, F739 2024-04-16 00:28:52.732373 INFO::Fitting model to feature number 710, F740 2024-04-16 00:28:52.73577 INFO::Fitting model to feature number 711, F741 2024-04-16 00:28:52.739204 INFO::Fitting model to feature number 712, F742 2024-04-16 00:28:52.742618 INFO::Fitting model to feature number 713, F743 2024-04-16 00:28:52.745989 INFO::Fitting model to feature number 714, F744 2024-04-16 00:28:52.749427 INFO::Fitting model to feature number 715, F745 2024-04-16 00:28:52.752888 INFO::Fitting model to feature number 716, F746 2024-04-16 00:28:52.756398 INFO::Fitting model to feature number 717, F747 2024-04-16 00:28:52.759891 INFO::Fitting model to feature number 718, F748 2024-04-16 00:28:52.763292 INFO::Fitting model to feature number 719, F749 2024-04-16 00:28:52.766738 INFO::Fitting model to feature number 720, F750 2024-04-16 00:28:52.770209 INFO::Fitting model to feature number 721, F751 2024-04-16 00:28:52.773568 INFO::Fitting model to feature number 722, F752 2024-04-16 00:28:52.777059 INFO::Fitting model to feature number 723, F753 2024-04-16 00:28:52.780536 INFO::Fitting model to feature number 724, F754 2024-04-16 00:28:52.78395 INFO::Fitting model to feature number 725, F755 2024-04-16 00:28:52.787413 INFO::Fitting model to feature number 726, F756 2024-04-16 00:28:52.791017 INFO::Fitting model to feature number 727, F757 2024-04-16 00:28:52.794589 INFO::Fitting model to feature number 728, F758 2024-04-16 00:28:52.798229 INFO::Fitting model to feature number 729, F759 2024-04-16 00:28:52.802024 INFO::Fitting model to feature number 730, F760 2024-04-16 00:28:52.805721 INFO::Fitting model to feature number 731, F761 2024-04-16 00:28:52.809399 INFO::Fitting model to feature number 732, F762 2024-04-16 00:28:52.813023 INFO::Fitting model to feature number 733, F763 2024-04-16 00:28:52.816683 INFO::Fitting model to feature number 734, F764 2024-04-16 00:28:52.820392 INFO::Fitting model to feature number 735, F765 2024-04-16 00:28:52.824147 INFO::Fitting model to feature number 736, F766 2024-04-16 00:28:52.827842 INFO::Fitting model to feature number 737, F767 2024-04-16 00:28:52.831537 INFO::Fitting model to feature number 738, F768 2024-04-16 00:28:52.835219 INFO::Fitting model to feature number 739, F769 2024-04-16 00:28:52.838853 INFO::Fitting model to feature number 740, F770 2024-04-16 00:28:52.842522 INFO::Fitting model to feature number 741, F771 2024-04-16 00:28:52.846122 INFO::Fitting model to feature number 742, F772 2024-04-16 00:28:52.849754 INFO::Fitting model to feature number 743, F773 2024-04-16 00:28:52.853387 INFO::Fitting model to feature number 744, F774 2024-04-16 00:28:52.856977 INFO::Fitting model to feature number 745, F775 2024-04-16 00:28:52.860678 INFO::Fitting model to feature number 746, F776 2024-04-16 00:28:52.864248 INFO::Fitting model to feature number 747, F777 2024-04-16 00:28:52.867741 INFO::Fitting model to feature number 748, F778 2024-04-16 00:28:52.871282 INFO::Fitting model to feature number 749, F779 2024-04-16 00:28:52.874755 INFO::Fitting model to feature number 750, F780 2024-04-16 00:28:52.878327 INFO::Fitting model to feature number 751, F781 2024-04-16 00:28:52.881888 INFO::Fitting model to feature number 752, F782 2024-04-16 00:28:52.885483 INFO::Fitting model to feature number 753, F783 2024-04-16 00:28:52.889164 INFO::Fitting model to feature number 754, F784 2024-04-16 00:28:52.892786 INFO::Fitting model to feature number 755, F785 2024-04-16 00:28:52.896472 INFO::Fitting model to feature number 756, F786 2024-04-16 00:28:52.900095 INFO::Fitting model to feature number 757, F787 2024-04-16 00:28:52.903791 INFO::Fitting model to feature number 758, F788 2024-04-16 00:28:52.907381 INFO::Fitting model to feature number 759, F789 2024-04-16 00:28:52.910889 INFO::Fitting model to feature number 760, F790 2024-04-16 00:28:52.914443 INFO::Fitting model to feature number 761, F791 2024-04-16 00:28:52.918052 INFO::Fitting model to feature number 762, F792 2024-04-16 00:28:52.921671 INFO::Fitting model to feature number 763, F793 2024-04-16 00:28:52.925383 INFO::Fitting model to feature number 764, F794 2024-04-16 00:28:52.929121 INFO::Fitting model to feature number 765, F795 2024-04-16 00:28:52.93299 INFO::Fitting model to feature number 766, F796 2024-04-16 00:28:52.936692 INFO::Fitting model to feature number 767, F797 2024-04-16 00:28:52.940425 INFO::Fitting model to feature number 768, F798 2024-04-16 00:28:52.944123 INFO::Fitting model to feature number 769, F799 2024-04-16 00:28:52.947952 INFO::Fitting model to feature number 770, F800 2024-04-16 00:28:52.951526 INFO::Fitting model to feature number 771, F801 2024-04-16 00:28:52.955099 INFO::Fitting model to feature number 772, F802 2024-04-16 00:28:52.95874 INFO::Fitting model to feature number 773, F803 2024-04-16 00:28:52.962348 INFO::Fitting model to feature number 774, F804 2024-04-16 00:28:52.965893 INFO::Fitting model to feature number 775, F805 2024-04-16 00:28:52.969474 INFO::Fitting model to feature number 776, F806 2024-04-16 00:28:52.973042 INFO::Fitting model to feature number 777, F808 2024-04-16 00:28:52.976659 INFO::Fitting model to feature number 778, F809 2024-04-16 00:28:52.980272 INFO::Fitting model to feature number 779, F810 2024-04-16 00:28:52.98385 INFO::Fitting model to feature number 780, F811 2024-04-16 00:28:52.987443 INFO::Fitting model to feature number 781, F812 2024-04-16 00:28:52.9911 INFO::Fitting model to feature number 782, F813 2024-04-16 00:28:52.994708 INFO::Fitting model to feature number 783, F814 2024-04-16 00:28:52.998348 INFO::Fitting model to feature number 784, F815 2024-04-16 00:28:53.001933 INFO::Fitting model to feature number 785, F816 2024-04-16 00:28:53.005706 INFO::Fitting model to feature number 786, F817 2024-04-16 00:28:53.009312 INFO::Fitting model to feature number 787, F818 2024-04-16 00:28:53.012907 INFO::Fitting model to feature number 788, F819 2024-04-16 00:28:53.016483 INFO::Fitting model to feature number 789, F820 2024-04-16 00:28:53.020105 INFO::Fitting model to feature number 790, F821 2024-04-16 00:28:53.0237 INFO::Fitting model to feature number 791, F822 2024-04-16 00:28:53.02723 INFO::Fitting model to feature number 792, F823 2024-04-16 00:28:53.030859 INFO::Fitting model to feature number 793, F824 2024-04-16 00:28:53.034448 INFO::Fitting model to feature number 794, F825 2024-04-16 00:28:53.038017 INFO::Fitting model to feature number 795, F826 2024-04-16 00:28:53.041525 INFO::Fitting model to feature number 796, F827 2024-04-16 00:28:53.045151 INFO::Fitting model to feature number 797, F828 2024-04-16 00:28:53.048821 INFO::Fitting model to feature number 798, F829 2024-04-16 00:28:53.05249 INFO::Fitting model to feature number 799, F830 2024-04-16 00:28:53.056146 INFO::Fitting model to feature number 800, F831 2024-04-16 00:28:53.059829 INFO::Fitting model to feature number 801, F832 2024-04-16 00:28:53.063436 INFO::Fitting model to feature number 802, F833 2024-04-16 00:28:53.067108 INFO::Fitting model to feature number 803, F834 2024-04-16 00:28:53.070737 INFO::Fitting model to feature number 804, F835 2024-04-16 00:28:53.074388 INFO::Fitting model to feature number 805, F836 2024-04-16 00:28:53.078038 INFO::Fitting model to feature number 806, F837 2024-04-16 00:28:53.081877 INFO::Fitting model to feature number 807, F838 2024-04-16 00:28:53.08571 INFO::Fitting model to feature number 808, F839 2024-04-16 00:28:53.089474 INFO::Fitting model to feature number 809, F840 2024-04-16 00:28:53.093223 INFO::Fitting model to feature number 810, F841 2024-04-16 00:28:53.097029 INFO::Fitting model to feature number 811, F842 2024-04-16 00:28:53.100754 INFO::Fitting model to feature number 812, F843 2024-04-16 00:28:53.104337 INFO::Fitting model to feature number 813, F844 2024-04-16 00:28:53.107926 INFO::Fitting model to feature number 814, F845 2024-04-16 00:28:53.111514 INFO::Fitting model to feature number 815, F846 2024-04-16 00:28:53.11511 INFO::Fitting model to feature number 816, F847 2024-04-16 00:28:53.118657 INFO::Fitting model to feature number 817, F848 2024-04-16 00:28:53.122244 INFO::Fitting model to feature number 818, F849 2024-04-16 00:28:53.125802 INFO::Fitting model to feature number 819, F850 2024-04-16 00:28:53.12937 INFO::Fitting model to feature number 820, F851 2024-04-16 00:28:53.132919 INFO::Fitting model to feature number 821, F852 2024-04-16 00:28:53.136476 INFO::Fitting model to feature number 822, F853 2024-04-16 00:28:53.140012 INFO::Fitting model to feature number 823, F854 2024-04-16 00:28:53.143523 INFO::Fitting model to feature number 824, F855 2024-04-16 00:28:53.147146 INFO::Fitting model to feature number 825, F856 2024-04-16 00:28:53.15077 INFO::Fitting model to feature number 826, F857 2024-04-16 00:28:53.154291 INFO::Fitting model to feature number 827, F858 2024-04-16 00:28:53.157907 INFO::Fitting model to feature number 828, F859 2024-04-16 00:28:53.161519 INFO::Fitting model to feature number 829, F860 2024-04-16 00:28:53.165171 INFO::Fitting model to feature number 830, F861 2024-04-16 00:28:53.168748 INFO::Fitting model to feature number 831, F862 2024-04-16 00:28:53.172411 INFO::Fitting model to feature number 832, F863 2024-04-16 00:28:53.176185 INFO::Fitting model to feature number 833, F864 2024-04-16 00:28:53.179681 INFO::Fitting model to feature number 834, F865 2024-04-16 00:28:53.183205 INFO::Fitting model to feature number 835, F866 2024-04-16 00:28:53.186784 INFO::Fitting model to feature number 836, F867 2024-04-16 00:28:53.190391 INFO::Fitting model to feature number 837, F868 2024-04-16 00:28:53.193954 INFO::Fitting model to feature number 838, F869 2024-04-16 00:28:53.197586 INFO::Fitting model to feature number 839, F870 2024-04-16 00:28:53.201211 INFO::Fitting model to feature number 840, F871 2024-04-16 00:28:53.204747 INFO::Fitting model to feature number 841, F872 2024-04-16 00:28:53.208438 INFO::Fitting model to feature number 842, F873 2024-04-16 00:28:53.212063 INFO::Fitting model to feature number 843, F874 2024-04-16 00:28:53.215631 INFO::Fitting model to feature number 844, F875 2024-04-16 00:28:53.219265 INFO::Fitting model to feature number 845, F876 2024-04-16 00:28:53.222783 INFO::Fitting model to feature number 846, F877 2024-04-16 00:28:53.226388 INFO::Fitting model to feature number 847, F878 2024-04-16 00:28:53.229948 INFO::Fitting model to feature number 848, F879 2024-04-16 00:28:53.233708 INFO::Fitting model to feature number 849, F880 2024-04-16 00:28:53.237437 INFO::Fitting model to feature number 850, F881 2024-04-16 00:28:53.241172 INFO::Fitting model to feature number 851, F882 2024-04-16 00:28:53.244688 INFO::Fitting model to feature number 852, F883 2024-04-16 00:28:53.248239 INFO::Fitting model to feature number 853, F884 2024-04-16 00:28:53.25178 INFO::Fitting model to feature number 854, F885 2024-04-16 00:28:53.255355 INFO::Fitting model to feature number 855, F886 2024-04-16 00:28:53.258898 INFO::Fitting model to feature number 856, F887 2024-04-16 00:28:53.26249 INFO::Fitting model to feature number 857, F888 2024-04-16 00:28:53.266284 INFO::Fitting model to feature number 858, F889 2024-04-16 00:28:53.269994 INFO::Fitting model to feature number 859, F890 2024-04-16 00:28:53.273787 INFO::Fitting model to feature number 860, F891 2024-04-16 00:28:53.277487 INFO::Fitting model to feature number 861, F892 2024-04-16 00:28:53.281254 INFO::Fitting model to feature number 862, F893 2024-04-16 00:28:53.285066 INFO::Fitting model to feature number 863, F894 2024-04-16 00:28:53.288807 INFO::Fitting model to feature number 864, F895 2024-04-16 00:28:53.292471 INFO::Fitting model to feature number 865, F896 2024-04-16 00:28:53.2963 INFO::Fitting model to feature number 866, F897 2024-04-16 00:28:53.300011 INFO::Fitting model to feature number 867, F898 2024-04-16 00:28:53.303782 INFO::Fitting model to feature number 868, F899 2024-04-16 00:28:53.307566 INFO::Fitting model to feature number 869, F900 2024-04-16 00:28:53.495633 INFO::Counting total values for each feature 2024-04-16 00:28:53.619479 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-04-16 00:28:53.763503 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-04-16 00:28:53.907071 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-04-16 00:28:54.050591 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-04-16 00:28:54.098189 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-04-16 00:28:54.138839 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-04-16 00:28:54.159829 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv 2024-04-16 00:28:54.169469 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Warning: Deleting existing log file: maaslin2_output/maaslin2.log" 2024-04-16 00:28:58.315512 INFO::Writing function arguments to log file 2024-04-16 00:28:58.320948 INFO::Verifying options selected are valid 2024-04-16 00:28:58.321823 INFO::Determining format of input files 2024-04-16 00:28:58.322813 INFO::Input format is data samples as columns and metadata samples as rows 2024-04-16 00:28:58.338945 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-04-16 00:28:58.340323 INFO::Filter data based on min abundance and min prevalence 2024-04-16 00:28:58.341146 INFO::Total samples in data: 102 2024-04-16 00:28:58.341917 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-04-16 00:28:58.353399 INFO::Total filtered features: 0 2024-04-16 00:28:58.354468 INFO::Filtered feature names from abundance and prevalence filtering: 2024-04-16 00:28:58.373458 INFO::Total filtered features with variance filtering: 0 2024-04-16 00:28:58.37463 INFO::Filtered feature names from variance filtering: 2024-04-16 00:28:58.375437 INFO::Running selected normalization method: NONE 2024-04-16 00:28:58.376198 INFO::Applying z-score to standardize continuous metadata 2024-04-16 00:28:58.381216 INFO::Running selected transform method: NONE 2024-04-16 00:28:58.382066 INFO::Running selected analysis method: LM 2024-04-16 00:28:58.382986 INFO::Fitting model to feature number 1, F1 2024-04-16 00:28:58.386907 INFO::Fitting model to feature number 2, F2 2024-04-16 00:28:58.39067 INFO::Fitting model to feature number 3, F3 2024-04-16 00:28:58.394367 INFO::Fitting model to feature number 4, F4 2024-04-16 00:28:58.397984 INFO::Fitting model to feature number 5, F5 2024-04-16 00:28:58.401549 INFO::Fitting model to feature number 6, F6 2024-04-16 00:28:58.405103 INFO::Fitting model to feature number 7, F7 2024-04-16 00:28:58.408614 INFO::Fitting model to feature number 8, F8 2024-04-16 00:28:58.412065 INFO::Fitting model to feature number 9, F9 2024-04-16 00:28:58.415509 INFO::Fitting model to feature number 10, F10 2024-04-16 00:28:58.41892 INFO::Fitting model to feature number 11, F11 2024-04-16 00:28:58.422338 INFO::Fitting model to feature number 12, F12 2024-04-16 00:28:58.425763 INFO::Fitting model to feature number 13, F13 2024-04-16 00:28:58.429195 INFO::Fitting model to feature number 14, F14 2024-04-16 00:28:58.432615 INFO::Fitting model to feature number 15, F15 2024-04-16 00:28:58.435965 INFO::Fitting model to feature number 16, F16 2024-04-16 00:28:58.439413 INFO::Fitting model to feature number 17, F17 2024-04-16 00:28:58.442839 INFO::Fitting model to feature number 18, F18 2024-04-16 00:28:58.446286 INFO::Fitting model to feature number 19, F19 2024-04-16 00:28:58.449725 INFO::Fitting model to feature number 20, F20 2024-04-16 00:28:58.453108 INFO::Fitting model to feature number 21, F21 2024-04-16 00:28:58.456541 INFO::Fitting model to feature number 22, F22 2024-04-16 00:28:58.459966 INFO::Fitting model to feature number 23, F23 2024-04-16 00:28:58.463373 INFO::Fitting model to feature number 24, F24 2024-04-16 00:28:58.466801 INFO::Fitting model to feature number 25, F25 2024-04-16 00:28:58.470216 INFO::Fitting model to feature number 26, F26 2024-04-16 00:28:58.473606 INFO::Fitting model to feature number 27, F27 2024-04-16 00:28:58.476988 INFO::Fitting model to feature number 28, F28 2024-04-16 00:28:58.480314 INFO::Fitting model to feature number 29, F29 2024-04-16 00:28:58.483706 INFO::Fitting model to feature number 30, F30 2024-04-16 00:28:58.487022 INFO::Fitting model to feature number 31, F31 2024-04-16 00:28:58.490397 INFO::Fitting model to feature number 32, F32 2024-04-16 00:28:58.493795 INFO::Fitting model to feature number 33, F33 2024-04-16 00:28:58.497166 INFO::Fitting model to feature number 34, F34 2024-04-16 00:28:58.500493 INFO::Fitting model to feature number 35, F35 2024-04-16 00:28:58.503871 INFO::Fitting model to feature number 36, F36 2024-04-16 00:28:58.507336 INFO::Fitting model to feature number 37, F37 2024-04-16 00:28:58.510744 INFO::Fitting model to feature number 38, F38 2024-04-16 00:28:58.514269 INFO::Fitting model to feature number 39, F39 2024-04-16 00:28:58.517689 INFO::Fitting model to feature number 40, F40 2024-04-16 00:28:58.521118 INFO::Fitting model to feature number 41, F41 2024-04-16 00:28:58.524523 INFO::Fitting model to feature number 42, F43 2024-04-16 00:28:58.527917 INFO::Fitting model to feature number 43, F44 2024-04-16 00:28:58.531293 INFO::Fitting model to feature number 44, F45 2024-04-16 00:28:58.534673 INFO::Fitting model to feature number 45, F46 2024-04-16 00:28:58.53797 INFO::Fitting model to feature number 46, F47 2024-04-16 00:28:58.541332 INFO::Fitting model to feature number 47, F48 2024-04-16 00:28:58.544705 INFO::Fitting model to feature number 48, F49 2024-04-16 00:28:58.548096 INFO::Fitting model to feature number 49, F50 2024-04-16 00:28:58.551493 INFO::Fitting model to feature number 50, F51 2024-04-16 00:28:58.554873 INFO::Fitting model to feature number 51, F52 2024-04-16 00:28:58.558233 INFO::Fitting model to feature number 52, F53 2024-04-16 00:28:58.561598 INFO::Fitting model to feature number 53, F54 2024-04-16 00:28:58.564906 INFO::Fitting model to feature number 54, F55 2024-04-16 00:28:58.568296 INFO::Fitting model to feature number 55, F56 2024-04-16 00:28:58.571669 INFO::Fitting model to feature number 56, F57 2024-04-16 00:28:58.575108 INFO::Fitting model to feature number 57, F58 2024-04-16 00:28:58.578528 INFO::Fitting model to feature number 58, F59 2024-04-16 00:28:58.58191 INFO::Fitting model to feature number 59, F60 2024-04-16 00:28:58.585286 INFO::Fitting model to feature number 60, F63 2024-04-16 00:28:58.588648 INFO::Fitting model to feature number 61, F64 2024-04-16 00:28:58.592026 INFO::Fitting model to feature number 62, F65 2024-04-16 00:28:58.595395 INFO::Fitting model to feature number 63, F66 2024-04-16 00:28:58.598801 INFO::Fitting model to feature number 64, F67 2024-04-16 00:28:58.602126 INFO::Fitting model to feature number 65, F68 2024-04-16 00:28:58.605489 INFO::Fitting model to feature number 66, F69 2024-04-16 00:28:58.608876 INFO::Fitting model to feature number 67, F70 2024-04-16 00:28:58.612389 INFO::Fitting model to feature number 68, F71 2024-04-16 00:28:58.615842 INFO::Fitting model to feature number 69, F72 2024-04-16 00:28:58.619375 INFO::Fitting model to feature number 70, F73 2024-04-16 00:28:58.622948 INFO::Fitting model to feature number 71, F74 2024-04-16 00:28:58.626439 INFO::Fitting model to feature number 72, F76 2024-04-16 00:28:58.629947 INFO::Fitting model to feature number 73, F77 2024-04-16 00:28:58.633425 INFO::Fitting model to feature number 74, F78 2024-04-16 00:28:58.636887 INFO::Fitting model to feature number 75, F79 2024-04-16 00:28:58.640338 INFO::Fitting model to feature number 76, F80 2024-04-16 00:28:58.643791 INFO::Fitting model to feature number 77, F81 2024-04-16 00:28:58.647261 INFO::Fitting model to feature number 78, F82 2024-04-16 00:28:58.650725 INFO::Fitting model to feature number 79, F83 2024-04-16 00:28:58.654223 INFO::Fitting model to feature number 80, F84 2024-04-16 00:28:58.657693 INFO::Fitting model to feature number 81, F85 2024-04-16 00:28:58.661167 INFO::Fitting model to feature number 82, F86 2024-04-16 00:28:58.664647 INFO::Fitting model to feature number 83, F87 2024-04-16 00:28:58.668171 INFO::Fitting model to feature number 84, F88 2024-04-16 00:28:58.671659 INFO::Fitting model to feature number 85, F89 2024-04-16 00:28:58.675123 INFO::Fitting model to feature number 86, F90 2024-04-16 00:28:58.678576 INFO::Fitting model to feature number 87, F91 2024-04-16 00:28:58.682022 INFO::Fitting model to feature number 88, F92 2024-04-16 00:28:58.685483 INFO::Fitting model to feature number 89, F93 2024-04-16 00:28:58.688967 INFO::Fitting model to feature number 90, F94 2024-04-16 00:28:58.692409 INFO::Fitting model to feature number 91, F95 2024-04-16 00:28:58.695859 INFO::Fitting model to feature number 92, F96 2024-04-16 00:28:58.699325 INFO::Fitting model to feature number 93, F97 2024-04-16 00:28:58.702775 INFO::Fitting model to feature number 94, F98 2024-04-16 00:28:58.706232 INFO::Fitting model to feature number 95, F99 2024-04-16 00:28:58.709671 INFO::Fitting model to feature number 96, F100 2024-04-16 00:28:58.713124 INFO::Fitting model to feature number 97, F101 2024-04-16 00:28:58.716576 INFO::Fitting model to feature number 98, F102 2024-04-16 00:28:58.720027 INFO::Fitting model to feature number 99, F103 2024-04-16 00:28:58.723413 INFO::Fitting model to feature number 100, F104 2024-04-16 00:28:58.726847 INFO::Fitting model to feature number 101, F105 2024-04-16 00:28:58.730292 INFO::Fitting model to feature number 102, F106 2024-04-16 00:28:58.73366 INFO::Fitting model to feature number 103, F107 2024-04-16 00:28:58.737115 INFO::Fitting model to feature number 104, F108 2024-04-16 00:28:58.740564 INFO::Fitting model to feature number 105, F109 2024-04-16 00:28:58.743952 INFO::Fitting model to feature number 106, F110 2024-04-16 00:28:58.74735 INFO::Fitting model to feature number 107, F111 2024-04-16 00:28:58.750795 INFO::Fitting model to feature number 108, F112 2024-04-16 00:28:58.754239 INFO::Fitting model to feature number 109, F113 2024-04-16 00:28:58.757677 INFO::Fitting model to feature number 110, F114 2024-04-16 00:28:58.761062 INFO::Fitting model to feature number 111, F115 2024-04-16 00:28:58.764446 INFO::Fitting model to feature number 112, F117 2024-04-16 00:28:58.767898 INFO::Fitting model to feature number 113, F118 2024-04-16 00:28:58.77136 INFO::Fitting model to feature number 114, F119 2024-04-16 00:28:58.774761 INFO::Fitting model to feature number 115, F120 2024-04-16 00:28:58.77819 INFO::Fitting model to feature number 116, F121 2024-04-16 00:28:58.78161 INFO::Fitting model to feature number 117, F122 2024-04-16 00:28:58.785058 INFO::Fitting model to feature number 118, F123 2024-04-16 00:28:58.788501 INFO::Fitting model to feature number 119, F124 2024-04-16 00:28:58.791954 INFO::Fitting model to feature number 120, F125 2024-04-16 00:28:58.795404 INFO::Fitting model to feature number 121, F126 2024-04-16 00:28:58.798845 INFO::Fitting model to feature number 122, F127 2024-04-16 00:28:58.802229 INFO::Fitting model to feature number 123, F128 2024-04-16 00:28:58.805669 INFO::Fitting model to feature number 124, F129 2024-04-16 00:28:58.809119 INFO::Fitting model to feature number 125, F130 2024-04-16 00:28:58.812571 INFO::Fitting model to feature number 126, F131 2024-04-16 00:28:58.816013 INFO::Fitting model to feature number 127, F132 2024-04-16 00:28:58.819446 INFO::Fitting model to feature number 128, F133 2024-04-16 00:28:58.822901 INFO::Fitting model to feature number 129, F134 2024-04-16 00:28:58.82631 INFO::Fitting model to feature number 130, F135 2024-04-16 00:28:58.829757 INFO::Fitting model to feature number 131, F136 2024-04-16 00:28:58.833139 INFO::Fitting model to feature number 132, F137 2024-04-16 00:28:58.836565 INFO::Fitting model to feature number 133, F138 2024-04-16 00:28:58.840008 INFO::Fitting model to feature number 134, F139 2024-04-16 00:28:58.84347 INFO::Fitting model to feature number 135, F140 2024-04-16 00:28:58.846838 INFO::Fitting model to feature number 136, F141 2024-04-16 00:28:58.850293 INFO::Fitting model to feature number 137, F142 2024-04-16 00:28:58.853738 INFO::Fitting model to feature number 138, F143 2024-04-16 00:28:58.857157 INFO::Fitting model to feature number 139, F144 2024-04-16 00:28:58.860609 INFO::Fitting model to feature number 140, F145 2024-04-16 00:28:58.864037 INFO::Fitting model to feature number 141, F146 2024-04-16 00:28:58.86748 INFO::Fitting model to feature number 142, F147 2024-04-16 00:28:58.870835 INFO::Fitting model to feature number 143, F148 2024-04-16 00:28:58.874255 INFO::Fitting model to feature number 144, F149 2024-04-16 00:28:58.877681 INFO::Fitting model to feature number 145, F150 2024-04-16 00:28:58.881138 INFO::Fitting model to feature number 146, F152 2024-04-16 00:28:58.884529 INFO::Fitting model to feature number 147, F153 2024-04-16 00:28:58.887904 INFO::Fitting model to feature number 148, F154 2024-04-16 00:28:58.891277 INFO::Fitting model to feature number 149, F155 2024-04-16 00:28:58.894702 INFO::Fitting model to feature number 150, F156 2024-04-16 00:28:58.898151 INFO::Fitting model to feature number 151, F157 2024-04-16 00:28:58.901592 INFO::Fitting model to feature number 152, F158 2024-04-16 00:28:58.90504 INFO::Fitting model to feature number 153, F159 2024-04-16 00:28:58.908458 INFO::Fitting model to feature number 154, F160 2024-04-16 00:28:58.911876 INFO::Fitting model to feature number 155, F161 2024-04-16 00:28:58.915275 INFO::Fitting model to feature number 156, F162 2024-04-16 00:28:58.918739 INFO::Fitting model to feature number 157, F163 2024-04-16 00:28:58.922198 INFO::Fitting model to feature number 158, F164 2024-04-16 00:28:58.925613 INFO::Fitting model to feature number 159, F165 2024-04-16 00:28:58.929083 INFO::Fitting model to feature number 160, F166 2024-04-16 00:28:58.932506 INFO::Fitting model to feature number 161, F167 2024-04-16 00:28:58.935953 INFO::Fitting model to feature number 162, F168 2024-04-16 00:28:58.939425 INFO::Fitting model to feature number 163, F169 2024-04-16 00:28:58.94287 INFO::Fitting model to feature number 164, F170 2024-04-16 00:28:58.94634 INFO::Fitting model to feature number 165, F171 2024-04-16 00:28:58.949729 INFO::Fitting model to feature number 166, F172 2024-04-16 00:28:58.953213 INFO::Fitting model to feature number 167, F173 2024-04-16 00:28:58.956671 INFO::Fitting model to feature number 168, F174 2024-04-16 00:28:58.960067 INFO::Fitting model to feature number 169, F175 2024-04-16 00:28:58.963537 INFO::Fitting model to feature number 170, F176 2024-04-16 00:28:58.966941 INFO::Fitting model to feature number 171, F177 2024-04-16 00:28:58.970353 INFO::Fitting model to feature number 172, F178 2024-04-16 00:28:58.973869 INFO::Fitting model to feature number 173, F179 2024-04-16 00:28:58.977371 INFO::Fitting model to feature number 174, F180 2024-04-16 00:28:58.980861 INFO::Fitting model to feature number 175, F181 2024-04-16 00:28:58.98436 INFO::Fitting model to feature number 176, F182 2024-04-16 00:28:58.98782 INFO::Fitting model to feature number 177, F183 2024-04-16 00:28:58.991237 INFO::Fitting model to feature number 178, F184 2024-04-16 00:28:58.994676 INFO::Fitting model to feature number 179, F185 2024-04-16 00:28:58.998139 INFO::Fitting model to feature number 180, F186 2024-04-16 00:28:59.001577 INFO::Fitting model to feature number 181, F187 2024-04-16 00:28:59.005043 INFO::Fitting model to feature number 182, F188 2024-04-16 00:28:59.008482 INFO::Fitting model to feature number 183, F189 2024-04-16 00:28:59.011954 INFO::Fitting model to feature number 184, F190 2024-04-16 00:28:59.015436 INFO::Fitting model to feature number 185, F191 2024-04-16 00:28:59.018853 INFO::Fitting model to feature number 186, F192 2024-04-16 00:28:59.022281 INFO::Fitting model to feature number 187, F193 2024-04-16 00:28:59.025753 INFO::Fitting model to feature number 188, F194 2024-04-16 00:28:59.029202 INFO::Fitting model to feature number 189, F195 2024-04-16 00:28:59.032628 INFO::Fitting model to feature number 190, F196 2024-04-16 00:28:59.036067 INFO::Fitting model to feature number 191, F197 2024-04-16 00:28:59.03944 INFO::Fitting model to feature number 192, F198 2024-04-16 00:28:59.042871 INFO::Fitting model to feature number 193, F199 2024-04-16 00:28:59.04628 INFO::Fitting model to feature number 194, F200 2024-04-16 00:28:59.049708 INFO::Fitting model to feature number 195, F201 2024-04-16 00:28:59.053124 INFO::Fitting model to feature number 196, F202 2024-04-16 00:28:59.056571 INFO::Fitting model to feature number 197, F203 2024-04-16 00:28:59.060036 INFO::Fitting model to feature number 198, F204 2024-04-16 00:28:59.063491 INFO::Fitting model to feature number 199, F206 2024-04-16 00:28:59.066955 INFO::Fitting model to feature number 200, F207 2024-04-16 00:28:59.070383 INFO::Fitting model to feature number 201, F208 2024-04-16 00:28:59.073774 INFO::Fitting model to feature number 202, F209 2024-04-16 00:28:59.07722 INFO::Fitting model to feature number 203, F210 2024-04-16 00:28:59.080651 INFO::Fitting model to feature number 204, F211 2024-04-16 00:28:59.084114 INFO::Fitting model to feature number 205, F212 2024-04-16 00:28:59.087502 INFO::Fitting model to feature number 206, F213 2024-04-16 00:28:59.090963 INFO::Fitting model to feature number 207, F214 2024-04-16 00:28:59.094477 INFO::Fitting model to feature number 208, F215 2024-04-16 00:28:59.097985 INFO::Fitting model to feature number 209, F216 2024-04-16 00:28:59.101522 INFO::Fitting model to feature number 210, F217 2024-04-16 00:28:59.105066 INFO::Fitting model to feature number 211, F218 2024-04-16 00:28:59.108742 INFO::Fitting model to feature number 212, F219 2024-04-16 00:28:59.112343 INFO::Fitting model to feature number 213, F220 2024-04-16 00:28:59.115945 INFO::Fitting model to feature number 214, F221 2024-04-16 00:28:59.119583 INFO::Fitting model to feature number 215, F222 2024-04-16 00:28:59.123173 INFO::Fitting model to feature number 216, F223 2024-04-16 00:28:59.126679 INFO::Fitting model to feature number 217, F224 2024-04-16 00:28:59.130262 INFO::Fitting model to feature number 218, F225 2024-04-16 00:28:59.133864 INFO::Fitting model to feature number 219, F226 2024-04-16 00:28:59.137452 INFO::Fitting model to feature number 220, F227 2024-04-16 00:28:59.141084 INFO::Fitting model to feature number 221, F228 2024-04-16 00:28:59.166835 INFO::Fitting model to feature number 222, F229 2024-04-16 00:28:59.170892 INFO::Fitting model to feature number 223, F230 2024-04-16 00:28:59.174732 INFO::Fitting model to feature number 224, F231 2024-04-16 00:28:59.178499 INFO::Fitting model to feature number 225, F232 2024-04-16 00:28:59.182134 INFO::Fitting model to feature number 226, F233 2024-04-16 00:28:59.185788 INFO::Fitting model to feature number 227, F234 2024-04-16 00:28:59.189452 INFO::Fitting model to feature number 228, F235 2024-04-16 00:28:59.193015 INFO::Fitting model to feature number 229, F236 2024-04-16 00:28:59.196543 INFO::Fitting model to feature number 230, F237 2024-04-16 00:28:59.200061 INFO::Fitting model to feature number 231, F238 2024-04-16 00:28:59.203588 INFO::Fitting model to feature number 232, F239 2024-04-16 00:28:59.207057 INFO::Fitting model to feature number 233, F240 2024-04-16 00:28:59.210545 INFO::Fitting model to feature number 234, F241 2024-04-16 00:28:59.213972 INFO::Fitting model to feature number 235, F242 2024-04-16 00:28:59.217393 INFO::Fitting model to feature number 236, F243 2024-04-16 00:28:59.220752 INFO::Fitting model to feature number 237, F244 2024-04-16 00:28:59.224123 INFO::Fitting model to feature number 238, F245 2024-04-16 00:28:59.22755 INFO::Fitting model to feature number 239, F246 2024-04-16 00:28:59.230988 INFO::Fitting model to feature number 240, F247 2024-04-16 00:28:59.234444 INFO::Fitting model to feature number 241, F248 2024-04-16 00:28:59.237797 INFO::Fitting model to feature number 242, F249 2024-04-16 00:28:59.241209 INFO::Fitting model to feature number 243, F250 2024-04-16 00:28:59.244609 INFO::Fitting model to feature number 244, F252 2024-04-16 00:28:59.248032 INFO::Fitting model to feature number 245, F253 2024-04-16 00:28:59.251432 INFO::Fitting model to feature number 246, F254 2024-04-16 00:28:59.254855 INFO::Fitting model to feature number 247, F255 2024-04-16 00:28:59.258283 INFO::Fitting model to feature number 248, F256 2024-04-16 00:28:59.261722 INFO::Fitting model to feature number 249, F257 2024-04-16 00:28:59.265151 INFO::Fitting model to feature number 250, F259 2024-04-16 00:28:59.268602 INFO::Fitting model to feature number 251, F260 2024-04-16 00:28:59.271943 INFO::Fitting model to feature number 252, F261 2024-04-16 00:28:59.275304 INFO::Fitting model to feature number 253, F262 2024-04-16 00:28:59.278716 INFO::Fitting model to feature number 254, F263 2024-04-16 00:28:59.28208 INFO::Fitting model to feature number 255, F264 2024-04-16 00:28:59.285488 INFO::Fitting model to feature number 256, F265 2024-04-16 00:28:59.288901 INFO::Fitting model to feature number 257, F266 2024-04-16 00:28:59.292292 INFO::Fitting model to feature number 258, F267 2024-04-16 00:28:59.295672 INFO::Fitting model to feature number 259, F269 2024-04-16 00:28:59.299012 INFO::Fitting model to feature number 260, F270 2024-04-16 00:28:59.302397 INFO::Fitting model to feature number 261, F271 2024-04-16 00:28:59.305762 INFO::Fitting model to feature number 262, F272 2024-04-16 00:28:59.309164 INFO::Fitting model to feature number 263, F273 2024-04-16 00:28:59.312546 INFO::Fitting model to feature number 264, F274 2024-04-16 00:28:59.315929 INFO::Fitting model to feature number 265, F276 2024-04-16 00:28:59.319343 INFO::Fitting model to feature number 266, F277 2024-04-16 00:28:59.32275 INFO::Fitting model to feature number 267, F278 2024-04-16 00:28:59.326141 INFO::Fitting model to feature number 268, F279 2024-04-16 00:28:59.329508 INFO::Fitting model to feature number 269, F280 2024-04-16 00:28:59.332837 INFO::Fitting model to feature number 270, F281 2024-04-16 00:28:59.33615 INFO::Fitting model to feature number 271, F282 2024-04-16 00:28:59.339532 INFO::Fitting model to feature number 272, F283 2024-04-16 00:28:59.342835 INFO::Fitting model to feature number 273, F284 2024-04-16 00:28:59.346141 INFO::Fitting model to feature number 274, F285 2024-04-16 00:28:59.349504 INFO::Fitting model to feature number 275, F286 2024-04-16 00:28:59.352821 INFO::Fitting model to feature number 276, F287 2024-04-16 00:28:59.35613 INFO::Fitting model to feature number 277, F288 2024-04-16 00:28:59.359526 INFO::Fitting model to feature number 278, F289 2024-04-16 00:28:59.362907 INFO::Fitting model to feature number 279, F290 2024-04-16 00:28:59.36629 INFO::Fitting model to feature number 280, F292 2024-04-16 00:28:59.369665 INFO::Fitting model to feature number 281, F293 2024-04-16 00:28:59.373048 INFO::Fitting model to feature number 282, F294 2024-04-16 00:28:59.376425 INFO::Fitting model to feature number 283, F295 2024-04-16 00:28:59.379808 INFO::Fitting model to feature number 284, F296 2024-04-16 00:28:59.383204 INFO::Fitting model to feature number 285, F297 2024-04-16 00:28:59.386595 INFO::Fitting model to feature number 286, F298 2024-04-16 00:28:59.389972 INFO::Fitting model to feature number 287, F299 2024-04-16 00:28:59.393346 INFO::Fitting model to feature number 288, F300 2024-04-16 00:28:59.396738 INFO::Fitting model to feature number 289, F301 2024-04-16 00:28:59.400126 INFO::Fitting model to feature number 290, F302 2024-04-16 00:28:59.403503 INFO::Fitting model to feature number 291, F303 2024-04-16 00:28:59.406827 INFO::Fitting model to feature number 292, F304 2024-04-16 00:28:59.410214 INFO::Fitting model to feature number 293, F305 2024-04-16 00:28:59.413601 INFO::Fitting model to feature number 294, F306 2024-04-16 00:28:59.416996 INFO::Fitting model to feature number 295, F307 2024-04-16 00:28:59.420386 INFO::Fitting model to feature number 296, F308 2024-04-16 00:28:59.423791 INFO::Fitting model to feature number 297, F309 2024-04-16 00:28:59.427206 INFO::Fitting model to feature number 298, F310 2024-04-16 00:28:59.430593 INFO::Fitting model to feature number 299, F311 2024-04-16 00:28:59.433988 INFO::Fitting model to feature number 300, F312 2024-04-16 00:28:59.437309 INFO::Fitting model to feature number 301, F313 2024-04-16 00:28:59.440634 INFO::Fitting model to feature number 302, F315 2024-04-16 00:28:59.443971 INFO::Fitting model to feature number 303, F316 2024-04-16 00:28:59.447377 INFO::Fitting model to feature number 304, F317 2024-04-16 00:28:59.450772 INFO::Fitting model to feature number 305, F318 2024-04-16 00:28:59.454192 INFO::Fitting model to feature number 306, F319 2024-04-16 00:28:59.4575 INFO::Fitting model to feature number 307, F320 2024-04-16 00:28:59.460897 INFO::Fitting model to feature number 308, F321 2024-04-16 00:28:59.464292 INFO::Fitting model to feature number 309, F322 2024-04-16 00:28:59.467673 INFO::Fitting model to feature number 310, F323 2024-04-16 00:28:59.471059 INFO::Fitting model to feature number 311, F324 2024-04-16 00:28:59.474394 INFO::Fitting model to feature number 312, F325 2024-04-16 00:28:59.477697 INFO::Fitting model to feature number 313, F326 2024-04-16 00:28:59.481091 INFO::Fitting model to feature number 314, F327 2024-04-16 00:28:59.484499 INFO::Fitting model to feature number 315, F328 2024-04-16 00:28:59.487903 INFO::Fitting model to feature number 316, F329 2024-04-16 00:28:59.491295 INFO::Fitting model to feature number 317, F330 2024-04-16 00:28:59.494662 INFO::Fitting model to feature number 318, F331 2024-04-16 00:28:59.498026 INFO::Fitting model to feature number 319, F332 2024-04-16 00:28:59.501339 INFO::Fitting model to feature number 320, F333 2024-04-16 00:28:59.504712 INFO::Fitting model to feature number 321, F334 2024-04-16 00:28:59.508115 INFO::Fitting model to feature number 322, F335 2024-04-16 00:28:59.511505 INFO::Fitting model to feature number 323, F336 2024-04-16 00:28:59.514836 INFO::Fitting model to feature number 324, F337 2024-04-16 00:28:59.518192 INFO::Fitting model to feature number 325, F338 2024-04-16 00:28:59.521583 INFO::Fitting model to feature number 326, F339 2024-04-16 00:28:59.524929 INFO::Fitting model to feature number 327, F340 2024-04-16 00:28:59.528326 INFO::Fitting model to feature number 328, F342 2024-04-16 00:28:59.531713 INFO::Fitting model to feature number 329, F343 2024-04-16 00:28:59.53512 INFO::Fitting model to feature number 330, F344 2024-04-16 00:28:59.53852 INFO::Fitting model to feature number 331, F345 2024-04-16 00:28:59.54191 INFO::Fitting model to feature number 332, F346 2024-04-16 00:28:59.545306 INFO::Fitting model to feature number 333, F347 2024-04-16 00:28:59.548684 INFO::Fitting model to feature number 334, F348 2024-04-16 00:28:59.552072 INFO::Fitting model to feature number 335, F350 2024-04-16 00:28:59.555455 INFO::Fitting model to feature number 336, F351 2024-04-16 00:28:59.558857 INFO::Fitting model to feature number 337, F352 2024-04-16 00:28:59.562275 INFO::Fitting model to feature number 338, F353 2024-04-16 00:28:59.565715 INFO::Fitting model to feature number 339, F355 2024-04-16 00:28:59.56915 INFO::Fitting model to feature number 340, F356 2024-04-16 00:28:59.572618 INFO::Fitting model to feature number 341, F357 2024-04-16 00:28:59.57605 INFO::Fitting model to feature number 342, F358 2024-04-16 00:28:59.579558 INFO::Fitting model to feature number 343, F359 2024-04-16 00:28:59.583046 INFO::Fitting model to feature number 344, F360 2024-04-16 00:28:59.586507 INFO::Fitting model to feature number 345, F361 2024-04-16 00:28:59.589873 INFO::Fitting model to feature number 346, F362 2024-04-16 00:28:59.593306 INFO::Fitting model to feature number 347, F363 2024-04-16 00:28:59.596723 INFO::Fitting model to feature number 348, F364 2024-04-16 00:28:59.600147 INFO::Fitting model to feature number 349, F365 2024-04-16 00:28:59.603506 INFO::Fitting model to feature number 350, F366 2024-04-16 00:28:59.606964 INFO::Fitting model to feature number 351, F367 2024-04-16 00:28:59.610399 INFO::Fitting model to feature number 352, F368 2024-04-16 00:28:59.613814 INFO::Fitting model to feature number 353, F369 2024-04-16 00:28:59.617236 INFO::Fitting model to feature number 354, F370 2024-04-16 00:28:59.620581 INFO::Fitting model to feature number 355, F371 2024-04-16 00:28:59.62391 INFO::Fitting model to feature number 356, F372 2024-04-16 00:28:59.627334 INFO::Fitting model to feature number 357, F373 2024-04-16 00:28:59.630733 INFO::Fitting model to feature number 358, F374 2024-04-16 00:28:59.634161 INFO::Fitting model to feature number 359, F375 2024-04-16 00:28:59.637604 INFO::Fitting model to feature number 360, F376 2024-04-16 00:28:59.641022 INFO::Fitting model to feature number 361, F377 2024-04-16 00:28:59.644429 INFO::Fitting model to feature number 362, F378 2024-04-16 00:28:59.647885 INFO::Fitting model to feature number 363, F379 2024-04-16 00:28:59.651308 INFO::Fitting model to feature number 364, F380 2024-04-16 00:28:59.65474 INFO::Fitting model to feature number 365, F381 2024-04-16 00:28:59.658164 INFO::Fitting model to feature number 366, F382 2024-04-16 00:28:59.661592 INFO::Fitting model to feature number 367, F383 2024-04-16 00:28:59.665076 INFO::Fitting model to feature number 368, F384 2024-04-16 00:28:59.668527 INFO::Fitting model to feature number 369, F386 2024-04-16 00:28:59.671965 INFO::Fitting model to feature number 370, F387 2024-04-16 00:28:59.675326 INFO::Fitting model to feature number 371, F388 2024-04-16 00:28:59.678742 INFO::Fitting model to feature number 372, F389 2024-04-16 00:28:59.682097 INFO::Fitting model to feature number 373, F390 2024-04-16 00:28:59.685555 INFO::Fitting model to feature number 374, F391 2024-04-16 00:28:59.688941 INFO::Fitting model to feature number 375, F392 2024-04-16 00:28:59.692404 INFO::Fitting model to feature number 376, F393 2024-04-16 00:28:59.695851 INFO::Fitting model to feature number 377, F394 2024-04-16 00:28:59.699379 INFO::Fitting model to feature number 378, F395 2024-04-16 00:28:59.702861 INFO::Fitting model to feature number 379, F396 2024-04-16 00:28:59.706383 INFO::Fitting model to feature number 380, F397 2024-04-16 00:28:59.709905 INFO::Fitting model to feature number 381, F398 2024-04-16 00:28:59.713349 INFO::Fitting model to feature number 382, F399 2024-04-16 00:28:59.716808 INFO::Fitting model to feature number 383, F400 2024-04-16 00:28:59.720279 INFO::Fitting model to feature number 384, F401 2024-04-16 00:28:59.723745 INFO::Fitting model to feature number 385, F402 2024-04-16 00:28:59.727298 INFO::Fitting model to feature number 386, F403 2024-04-16 00:28:59.730841 INFO::Fitting model to feature number 387, F404 2024-04-16 00:28:59.73439 INFO::Fitting model to feature number 388, F406 2024-04-16 00:28:59.737919 INFO::Fitting model to feature number 389, F407 2024-04-16 00:28:59.74138 INFO::Fitting model to feature number 390, F408 2024-04-16 00:28:59.744844 INFO::Fitting model to feature number 391, F409 2024-04-16 00:28:59.748322 INFO::Fitting model to feature number 392, F410 2024-04-16 00:28:59.751804 INFO::Fitting model to feature number 393, F411 2024-04-16 00:28:59.755294 INFO::Fitting model to feature number 394, F412 2024-04-16 00:28:59.758789 INFO::Fitting model to feature number 395, F413 2024-04-16 00:28:59.76226 INFO::Fitting model to feature number 396, F414 2024-04-16 00:28:59.765638 INFO::Fitting model to feature number 397, F415 2024-04-16 00:28:59.769085 INFO::Fitting model to feature number 398, F416 2024-04-16 00:28:59.772493 INFO::Fitting model to feature number 399, F417 2024-04-16 00:28:59.775939 INFO::Fitting model to feature number 400, F418 2024-04-16 00:28:59.779394 INFO::Fitting model to feature number 401, F419 2024-04-16 00:28:59.78288 INFO::Fitting model to feature number 402, F420 2024-04-16 00:28:59.786329 INFO::Fitting model to feature number 403, F421 2024-04-16 00:28:59.789783 INFO::Fitting model to feature number 404, F422 2024-04-16 00:28:59.793282 INFO::Fitting model to feature number 405, F423 2024-04-16 00:28:59.796799 INFO::Fitting model to feature number 406, F425 2024-04-16 00:28:59.80029 INFO::Fitting model to feature number 407, F426 2024-04-16 00:28:59.803776 INFO::Fitting model to feature number 408, F428 2024-04-16 00:28:59.807185 INFO::Fitting model to feature number 409, F429 2024-04-16 00:28:59.810595 INFO::Fitting model to feature number 410, F430 2024-04-16 00:28:59.813982 INFO::Fitting model to feature number 411, F431 2024-04-16 00:28:59.817414 INFO::Fitting model to feature number 412, F432 2024-04-16 00:28:59.820923 INFO::Fitting model to feature number 413, F433 2024-04-16 00:28:59.824416 INFO::Fitting model to feature number 414, F434 2024-04-16 00:28:59.827874 INFO::Fitting model to feature number 415, F435 2024-04-16 00:28:59.831357 INFO::Fitting model to feature number 416, F436 2024-04-16 00:28:59.834847 INFO::Fitting model to feature number 417, F437 2024-04-16 00:28:59.838284 INFO::Fitting model to feature number 418, F438 2024-04-16 00:28:59.841769 INFO::Fitting model to feature number 419, F439 2024-04-16 00:28:59.845299 INFO::Fitting model to feature number 420, F440 2024-04-16 00:28:59.848807 INFO::Fitting model to feature number 421, F441 2024-04-16 00:28:59.852317 INFO::Fitting model to feature number 422, F442 2024-04-16 00:28:59.855818 INFO::Fitting model to feature number 423, F443 2024-04-16 00:28:59.85931 INFO::Fitting model to feature number 424, F444 2024-04-16 00:28:59.862826 INFO::Fitting model to feature number 425, F445 2024-04-16 00:28:59.866321 INFO::Fitting model to feature number 426, F446 2024-04-16 00:28:59.869811 INFO::Fitting model to feature number 427, F447 2024-04-16 00:28:59.873297 INFO::Fitting model to feature number 428, F448 2024-04-16 00:28:59.876798 INFO::Fitting model to feature number 429, F449 2024-04-16 00:28:59.880278 INFO::Fitting model to feature number 430, F450 2024-04-16 00:28:59.883814 INFO::Fitting model to feature number 431, F451 2024-04-16 00:28:59.887334 INFO::Fitting model to feature number 432, F452 2024-04-16 00:28:59.89092 INFO::Fitting model to feature number 433, F454 2024-04-16 00:28:59.894444 INFO::Fitting model to feature number 434, F455 2024-04-16 00:28:59.897921 INFO::Fitting model to feature number 435, F456 2024-04-16 00:28:59.901376 INFO::Fitting model to feature number 436, F457 2024-04-16 00:28:59.904871 INFO::Fitting model to feature number 437, F458 2024-04-16 00:28:59.908353 INFO::Fitting model to feature number 438, F459 2024-04-16 00:28:59.911854 INFO::Fitting model to feature number 439, F461 2024-04-16 00:28:59.915367 INFO::Fitting model to feature number 440, F462 2024-04-16 00:28:59.918885 INFO::Fitting model to feature number 441, F463 2024-04-16 00:28:59.922322 INFO::Fitting model to feature number 442, F464 2024-04-16 00:28:59.925798 INFO::Fitting model to feature number 443, F465 2024-04-16 00:28:59.929285 INFO::Fitting model to feature number 444, F466 2024-04-16 00:28:59.932796 INFO::Fitting model to feature number 445, F467 2024-04-16 00:28:59.936318 INFO::Fitting model to feature number 446, F468 2024-04-16 00:28:59.939894 INFO::Fitting model to feature number 447, F469 2024-04-16 00:28:59.943453 INFO::Fitting model to feature number 448, F470 2024-04-16 00:28:59.94702 INFO::Fitting model to feature number 449, F471 2024-04-16 00:28:59.950475 INFO::Fitting model to feature number 450, F474 2024-04-16 00:28:59.953897 INFO::Fitting model to feature number 451, F475 2024-04-16 00:28:59.957416 INFO::Fitting model to feature number 452, F476 2024-04-16 00:28:59.96088 INFO::Fitting model to feature number 453, F477 2024-04-16 00:28:59.964338 INFO::Fitting model to feature number 454, F478 2024-04-16 00:28:59.967855 INFO::Fitting model to feature number 455, F479 2024-04-16 00:28:59.971376 INFO::Fitting model to feature number 456, F480 2024-04-16 00:28:59.974875 INFO::Fitting model to feature number 457, F481 2024-04-16 00:28:59.978369 INFO::Fitting model to feature number 458, F482 2024-04-16 00:28:59.981883 INFO::Fitting model to feature number 459, F483 2024-04-16 00:28:59.985414 INFO::Fitting model to feature number 460, F484 2024-04-16 00:28:59.988925 INFO::Fitting model to feature number 461, F485 2024-04-16 00:28:59.992409 INFO::Fitting model to feature number 462, F486 2024-04-16 00:28:59.995888 INFO::Fitting model to feature number 463, F487 2024-04-16 00:28:59.999371 INFO::Fitting model to feature number 464, F488 2024-04-16 00:29:00.002846 INFO::Fitting model to feature number 465, F489 2024-04-16 00:29:00.006324 INFO::Fitting model to feature number 466, F490 2024-04-16 00:29:00.009755 INFO::Fitting model to feature number 467, F491 2024-04-16 00:29:00.013223 INFO::Fitting model to feature number 468, F492 2024-04-16 00:29:00.016666 INFO::Fitting model to feature number 469, F493 2024-04-16 00:29:00.020112 INFO::Fitting model to feature number 470, F494 2024-04-16 00:29:00.023545 INFO::Fitting model to feature number 471, F495 2024-04-16 00:29:00.026931 INFO::Fitting model to feature number 472, F496 2024-04-16 00:29:00.030366 INFO::Fitting model to feature number 473, F497 2024-04-16 00:29:00.033728 INFO::Fitting model to feature number 474, F498 2024-04-16 00:29:00.037181 INFO::Fitting model to feature number 475, F499 2024-04-16 00:29:00.040625 INFO::Fitting model to feature number 476, F500 2024-04-16 00:29:00.044001 INFO::Fitting model to feature number 477, F501 2024-04-16 00:29:00.047451 INFO::Fitting model to feature number 478, F502 2024-04-16 00:29:00.05087 INFO::Fitting model to feature number 479, F503 2024-04-16 00:29:00.054235 INFO::Fitting model to feature number 480, F504 2024-04-16 00:29:00.05768 INFO::Fitting model to feature number 481, F505 2024-04-16 00:29:00.061136 INFO::Fitting model to feature number 482, F506 2024-04-16 00:29:00.064581 INFO::Fitting model to feature number 483, F507 2024-04-16 00:29:00.068027 INFO::Fitting model to feature number 484, F508 2024-04-16 00:29:00.071467 INFO::Fitting model to feature number 485, F509 2024-04-16 00:29:00.074917 INFO::Fitting model to feature number 486, F510 2024-04-16 00:29:00.078401 INFO::Fitting model to feature number 487, F511 2024-04-16 00:29:00.081825 INFO::Fitting model to feature number 488, F512 2024-04-16 00:29:00.08528 INFO::Fitting model to feature number 489, F513 2024-04-16 00:29:00.088756 INFO::Fitting model to feature number 490, F514 2024-04-16 00:29:00.092235 INFO::Fitting model to feature number 491, F515 2024-04-16 00:29:00.095706 INFO::Fitting model to feature number 492, F516 2024-04-16 00:29:00.099173 INFO::Fitting model to feature number 493, F517 2024-04-16 00:29:00.102654 INFO::Fitting model to feature number 494, F518 2024-04-16 00:29:00.106124 INFO::Fitting model to feature number 495, F519 2024-04-16 00:29:00.109594 INFO::Fitting model to feature number 496, F520 2024-04-16 00:29:00.113122 INFO::Fitting model to feature number 497, F521 2024-04-16 00:29:00.116602 INFO::Fitting model to feature number 498, F522 2024-04-16 00:29:00.120132 INFO::Fitting model to feature number 499, F523 2024-04-16 00:29:00.123711 INFO::Fitting model to feature number 500, F524 2024-04-16 00:29:00.127311 INFO::Fitting model to feature number 501, F525 2024-04-16 00:29:00.130898 INFO::Fitting model to feature number 502, F526 2024-04-16 00:29:00.134413 INFO::Fitting model to feature number 503, F527 2024-04-16 00:29:00.137803 INFO::Fitting model to feature number 504, F528 2024-04-16 00:29:00.141321 INFO::Fitting model to feature number 505, F529 2024-04-16 00:29:00.144871 INFO::Fitting model to feature number 506, F530 2024-04-16 00:29:00.148392 INFO::Fitting model to feature number 507, F531 2024-04-16 00:29:00.152034 INFO::Fitting model to feature number 508, F532 2024-04-16 00:29:00.155589 INFO::Fitting model to feature number 509, F533 2024-04-16 00:29:00.159153 INFO::Fitting model to feature number 510, F534 2024-04-16 00:29:00.162723 INFO::Fitting model to feature number 511, F535 2024-04-16 00:29:00.166189 INFO::Fitting model to feature number 512, F536 2024-04-16 00:29:00.169686 INFO::Fitting model to feature number 513, F537 2024-04-16 00:29:00.173171 INFO::Fitting model to feature number 514, F539 2024-04-16 00:29:00.176579 INFO::Fitting model to feature number 515, F540 2024-04-16 00:29:00.180041 INFO::Fitting model to feature number 516, F541 2024-04-16 00:29:00.183547 INFO::Fitting model to feature number 517, F543 2024-04-16 00:29:00.187054 INFO::Fitting model to feature number 518, F544 2024-04-16 00:29:00.190598 INFO::Fitting model to feature number 519, F545 2024-04-16 00:29:00.194249 INFO::Fitting model to feature number 520, F546 2024-04-16 00:29:00.197802 INFO::Fitting model to feature number 521, F547 2024-04-16 00:29:00.201362 INFO::Fitting model to feature number 522, F548 2024-04-16 00:29:00.204924 INFO::Fitting model to feature number 523, F549 2024-04-16 00:29:00.20847 INFO::Fitting model to feature number 524, F550 2024-04-16 00:29:00.212021 INFO::Fitting model to feature number 525, F551 2024-04-16 00:29:00.215515 INFO::Fitting model to feature number 526, F552 2024-04-16 00:29:00.219049 INFO::Fitting model to feature number 527, F553 2024-04-16 00:29:00.222559 INFO::Fitting model to feature number 528, F554 2024-04-16 00:29:00.22603 INFO::Fitting model to feature number 529, F555 2024-04-16 00:29:00.293886 INFO::Fitting model to feature number 530, F556 2024-04-16 00:29:00.302036 INFO::Fitting model to feature number 531, F557 2024-04-16 00:29:00.306066 INFO::Fitting model to feature number 532, F558 2024-04-16 00:29:00.309788 INFO::Fitting model to feature number 533, F559 2024-04-16 00:29:00.313432 INFO::Fitting model to feature number 534, F560 2024-04-16 00:29:00.317036 INFO::Fitting model to feature number 535, F561 2024-04-16 00:29:00.320617 INFO::Fitting model to feature number 536, F562 2024-04-16 00:29:00.324105 INFO::Fitting model to feature number 537, F563 2024-04-16 00:29:00.327649 INFO::Fitting model to feature number 538, F564 2024-04-16 00:29:00.331083 INFO::Fitting model to feature number 539, F566 2024-04-16 00:29:00.334517 INFO::Fitting model to feature number 540, F567 2024-04-16 00:29:00.338009 INFO::Fitting model to feature number 541, F568 2024-04-16 00:29:00.341508 INFO::Fitting model to feature number 542, F569 2024-04-16 00:29:00.345039 INFO::Fitting model to feature number 543, F570 2024-04-16 00:29:00.348516 INFO::Fitting model to feature number 544, F571 2024-04-16 00:29:00.351986 INFO::Fitting model to feature number 545, F572 2024-04-16 00:29:00.355435 INFO::Fitting model to feature number 546, F573 2024-04-16 00:29:00.35887 INFO::Fitting model to feature number 547, F574 2024-04-16 00:29:00.362321 INFO::Fitting model to feature number 548, F575 2024-04-16 00:29:00.365737 INFO::Fitting model to feature number 549, F576 2024-04-16 00:29:00.36915 INFO::Fitting model to feature number 550, F577 2024-04-16 00:29:00.372559 INFO::Fitting model to feature number 551, F578 2024-04-16 00:29:00.375908 INFO::Fitting model to feature number 552, F579 2024-04-16 00:29:00.379333 INFO::Fitting model to feature number 553, F580 2024-04-16 00:29:00.382694 INFO::Fitting model to feature number 554, F581 2024-04-16 00:29:00.386124 INFO::Fitting model to feature number 555, F582 2024-04-16 00:29:00.389545 INFO::Fitting model to feature number 556, F583 2024-04-16 00:29:00.392983 INFO::Fitting model to feature number 557, F584 2024-04-16 00:29:00.396411 INFO::Fitting model to feature number 558, F585 2024-04-16 00:29:00.399843 INFO::Fitting model to feature number 559, F586 2024-04-16 00:29:00.403248 INFO::Fitting model to feature number 560, F587 2024-04-16 00:29:00.40666 INFO::Fitting model to feature number 561, F588 2024-04-16 00:29:00.410064 INFO::Fitting model to feature number 562, F589 2024-04-16 00:29:00.413462 INFO::Fitting model to feature number 563, F590 2024-04-16 00:29:00.416868 INFO::Fitting model to feature number 564, F591 2024-04-16 00:29:00.420272 INFO::Fitting model to feature number 565, F592 2024-04-16 00:29:00.423618 INFO::Fitting model to feature number 566, F593 2024-04-16 00:29:00.427009 INFO::Fitting model to feature number 567, F594 2024-04-16 00:29:00.430408 INFO::Fitting model to feature number 568, F595 2024-04-16 00:29:00.433786 INFO::Fitting model to feature number 569, F596 2024-04-16 00:29:00.437209 INFO::Fitting model to feature number 570, F597 2024-04-16 00:29:00.440611 INFO::Fitting model to feature number 571, F598 2024-04-16 00:29:00.443998 INFO::Fitting model to feature number 572, F599 2024-04-16 00:29:00.447392 INFO::Fitting model to feature number 573, F600 2024-04-16 00:29:00.450793 INFO::Fitting model to feature number 574, F601 2024-04-16 00:29:00.454199 INFO::Fitting model to feature number 575, F602 2024-04-16 00:29:00.457594 INFO::Fitting model to feature number 576, F603 2024-04-16 00:29:00.461009 INFO::Fitting model to feature number 577, F605 2024-04-16 00:29:00.464416 INFO::Fitting model to feature number 578, F606 2024-04-16 00:29:00.467763 INFO::Fitting model to feature number 579, F607 2024-04-16 00:29:00.471169 INFO::Fitting model to feature number 580, F608 2024-04-16 00:29:00.474629 INFO::Fitting model to feature number 581, F609 2024-04-16 00:29:00.478066 INFO::Fitting model to feature number 582, F610 2024-04-16 00:29:00.481488 INFO::Fitting model to feature number 583, F611 2024-04-16 00:29:00.484866 INFO::Fitting model to feature number 584, F612 2024-04-16 00:29:00.488309 INFO::Fitting model to feature number 585, F613 2024-04-16 00:29:00.491728 INFO::Fitting model to feature number 586, F614 2024-04-16 00:29:00.495133 INFO::Fitting model to feature number 587, F615 2024-04-16 00:29:00.498531 INFO::Fitting model to feature number 588, F616 2024-04-16 00:29:00.501847 INFO::Fitting model to feature number 589, F617 2024-04-16 00:29:00.505232 INFO::Fitting model to feature number 590, F618 2024-04-16 00:29:00.508642 INFO::Fitting model to feature number 591, F619 2024-04-16 00:29:00.512033 INFO::Fitting model to feature number 592, F620 2024-04-16 00:29:00.515422 INFO::Fitting model to feature number 593, F621 2024-04-16 00:29:00.51873 INFO::Fitting model to feature number 594, F622 2024-04-16 00:29:00.522033 INFO::Fitting model to feature number 595, F623 2024-04-16 00:29:00.525403 INFO::Fitting model to feature number 596, F624 2024-04-16 00:29:00.528801 INFO::Fitting model to feature number 597, F625 2024-04-16 00:29:00.532227 INFO::Fitting model to feature number 598, F626 2024-04-16 00:29:00.535594 INFO::Fitting model to feature number 599, F627 2024-04-16 00:29:00.538967 INFO::Fitting model to feature number 600, F628 2024-04-16 00:29:00.542361 INFO::Fitting model to feature number 601, F629 2024-04-16 00:29:00.54573 INFO::Fitting model to feature number 602, F630 2024-04-16 00:29:00.549109 INFO::Fitting model to feature number 603, F631 2024-04-16 00:29:00.552483 INFO::Fitting model to feature number 604, F632 2024-04-16 00:29:00.555879 INFO::Fitting model to feature number 605, F633 2024-04-16 00:29:00.559355 INFO::Fitting model to feature number 606, F634 2024-04-16 00:29:00.562811 INFO::Fitting model to feature number 607, F635 2024-04-16 00:29:00.566253 INFO::Fitting model to feature number 608, F636 2024-04-16 00:29:00.569631 INFO::Fitting model to feature number 609, F637 2024-04-16 00:29:00.573041 INFO::Fitting model to feature number 610, F638 2024-04-16 00:29:00.576417 INFO::Fitting model to feature number 611, F639 2024-04-16 00:29:00.579787 INFO::Fitting model to feature number 612, F640 2024-04-16 00:29:00.583166 INFO::Fitting model to feature number 613, F641 2024-04-16 00:29:00.58649 INFO::Fitting model to feature number 614, F642 2024-04-16 00:29:00.589862 INFO::Fitting model to feature number 615, F643 2024-04-16 00:29:00.593244 INFO::Fitting model to feature number 616, F644 2024-04-16 00:29:00.596604 INFO::Fitting model to feature number 617, F645 2024-04-16 00:29:00.599976 INFO::Fitting model to feature number 618, F646 2024-04-16 00:29:00.603274 INFO::Fitting model to feature number 619, F647 2024-04-16 00:29:00.606647 INFO::Fitting model to feature number 620, F648 2024-04-16 00:29:00.610015 INFO::Fitting model to feature number 621, F649 2024-04-16 00:29:00.613435 INFO::Fitting model to feature number 622, F650 2024-04-16 00:29:00.616787 INFO::Fitting model to feature number 623, F651 2024-04-16 00:29:00.620187 INFO::Fitting model to feature number 624, F652 2024-04-16 00:29:00.623621 INFO::Fitting model to feature number 625, F653 2024-04-16 00:29:00.627079 INFO::Fitting model to feature number 626, F654 2024-04-16 00:29:00.630482 INFO::Fitting model to feature number 627, F655 2024-04-16 00:29:00.633883 INFO::Fitting model to feature number 628, F656 2024-04-16 00:29:00.637247 INFO::Fitting model to feature number 629, F657 2024-04-16 00:29:00.640575 INFO::Fitting model to feature number 630, F658 2024-04-16 00:29:00.643899 INFO::Fitting model to feature number 631, F659 2024-04-16 00:29:00.647224 INFO::Fitting model to feature number 632, F660 2024-04-16 00:29:00.650596 INFO::Fitting model to feature number 633, F661 2024-04-16 00:29:00.653971 INFO::Fitting model to feature number 634, F662 2024-04-16 00:29:00.657279 INFO::Fitting model to feature number 635, F663 2024-04-16 00:29:00.660661 INFO::Fitting model to feature number 636, F664 2024-04-16 00:29:00.66404 INFO::Fitting model to feature number 637, F665 2024-04-16 00:29:00.667359 INFO::Fitting model to feature number 638, F666 2024-04-16 00:29:00.670752 INFO::Fitting model to feature number 639, F667 2024-04-16 00:29:00.674132 INFO::Fitting model to feature number 640, F668 2024-04-16 00:29:00.677462 INFO::Fitting model to feature number 641, F669 2024-04-16 00:29:00.680836 INFO::Fitting model to feature number 642, F670 2024-04-16 00:29:00.684231 INFO::Fitting model to feature number 643, F671 2024-04-16 00:29:00.687638 INFO::Fitting model to feature number 644, F672 2024-04-16 00:29:00.691055 INFO::Fitting model to feature number 645, F673 2024-04-16 00:29:00.699251 INFO::Fitting model to feature number 646, F674 2024-04-16 00:29:00.703627 INFO::Fitting model to feature number 647, F675 2024-04-16 00:29:00.707175 INFO::Fitting model to feature number 648, F676 2024-04-16 00:29:00.71066 INFO::Fitting model to feature number 649, F677 2024-04-16 00:29:00.714118 INFO::Fitting model to feature number 650, F678 2024-04-16 00:29:00.717524 INFO::Fitting model to feature number 651, F679 2024-04-16 00:29:00.72094 INFO::Fitting model to feature number 652, F680 2024-04-16 00:29:00.724346 INFO::Fitting model to feature number 653, F681 2024-04-16 00:29:00.727773 INFO::Fitting model to feature number 654, F682 2024-04-16 00:29:00.731198 INFO::Fitting model to feature number 655, F683 2024-04-16 00:29:00.734642 INFO::Fitting model to feature number 656, F684 2024-04-16 00:29:00.738054 INFO::Fitting model to feature number 657, F685 2024-04-16 00:29:00.741466 INFO::Fitting model to feature number 658, F686 2024-04-16 00:29:00.74489 INFO::Fitting model to feature number 659, F687 2024-04-16 00:29:00.748394 INFO::Fitting model to feature number 660, F688 2024-04-16 00:29:00.751838 INFO::Fitting model to feature number 661, F689 2024-04-16 00:29:00.755243 INFO::Fitting model to feature number 662, F690 2024-04-16 00:29:00.758664 INFO::Fitting model to feature number 663, F691 2024-04-16 00:29:00.762091 INFO::Fitting model to feature number 664, F692 2024-04-16 00:29:00.765439 INFO::Fitting model to feature number 665, F693 2024-04-16 00:29:00.768826 INFO::Fitting model to feature number 666, F694 2024-04-16 00:29:00.772178 INFO::Fitting model to feature number 667, F695 2024-04-16 00:29:00.775679 INFO::Fitting model to feature number 668, F696 2024-04-16 00:29:00.779062 INFO::Fitting model to feature number 669, F697 2024-04-16 00:29:00.78246 INFO::Fitting model to feature number 670, F698 2024-04-16 00:29:00.785873 INFO::Fitting model to feature number 671, F699 2024-04-16 00:29:00.789232 INFO::Fitting model to feature number 672, F700 2024-04-16 00:29:00.792646 INFO::Fitting model to feature number 673, F701 2024-04-16 00:29:00.796094 INFO::Fitting model to feature number 674, F702 2024-04-16 00:29:00.799456 INFO::Fitting model to feature number 675, F704 2024-04-16 00:29:00.802879 INFO::Fitting model to feature number 676, F705 2024-04-16 00:29:00.806321 INFO::Fitting model to feature number 677, F706 2024-04-16 00:29:00.809787 INFO::Fitting model to feature number 678, F707 2024-04-16 00:29:00.813844 INFO::Fitting model to feature number 679, F708 2024-04-16 00:29:00.81798 INFO::Fitting model to feature number 680, F709 2024-04-16 00:29:00.822158 INFO::Fitting model to feature number 681, F710 2024-04-16 00:29:00.825787 INFO::Fitting model to feature number 682, F711 2024-04-16 00:29:00.829399 INFO::Fitting model to feature number 683, F712 2024-04-16 00:29:00.832903 INFO::Fitting model to feature number 684, F713 2024-04-16 00:29:00.83645 INFO::Fitting model to feature number 685, F714 2024-04-16 00:29:00.840056 INFO::Fitting model to feature number 686, F715 2024-04-16 00:29:00.843555 INFO::Fitting model to feature number 687, F716 2024-04-16 00:29:00.847058 INFO::Fitting model to feature number 688, F717 2024-04-16 00:29:00.850516 INFO::Fitting model to feature number 689, F718 2024-04-16 00:29:00.853961 INFO::Fitting model to feature number 690, F719 2024-04-16 00:29:00.857445 INFO::Fitting model to feature number 691, F720 2024-04-16 00:29:00.860931 INFO::Fitting model to feature number 692, F721 2024-04-16 00:29:00.864433 INFO::Fitting model to feature number 693, F722 2024-04-16 00:29:00.867952 INFO::Fitting model to feature number 694, F723 2024-04-16 00:29:00.871487 INFO::Fitting model to feature number 695, F724 2024-04-16 00:29:00.875 INFO::Fitting model to feature number 696, F725 2024-04-16 00:29:00.878482 INFO::Fitting model to feature number 697, F726 2024-04-16 00:29:00.882023 INFO::Fitting model to feature number 698, F727 2024-04-16 00:29:00.885623 INFO::Fitting model to feature number 699, F728 2024-04-16 00:29:00.889168 INFO::Fitting model to feature number 700, F729 2024-04-16 00:29:00.892689 INFO::Fitting model to feature number 701, F730 2024-04-16 00:29:00.896196 INFO::Fitting model to feature number 702, F731 2024-04-16 00:29:00.899727 INFO::Fitting model to feature number 703, F732 2024-04-16 00:29:00.903235 INFO::Fitting model to feature number 704, F733 2024-04-16 00:29:00.906753 INFO::Fitting model to feature number 705, F734 2024-04-16 00:29:00.910263 INFO::Fitting model to feature number 706, F735 2024-04-16 00:29:00.913766 INFO::Fitting model to feature number 707, F736 2024-04-16 00:29:00.917283 INFO::Fitting model to feature number 708, F737 2024-04-16 00:29:00.920828 INFO::Fitting model to feature number 709, F739 2024-04-16 00:29:00.924353 INFO::Fitting model to feature number 710, F740 2024-04-16 00:29:00.927869 INFO::Fitting model to feature number 711, F741 2024-04-16 00:29:00.931394 INFO::Fitting model to feature number 712, F742 2024-04-16 00:29:00.934938 INFO::Fitting model to feature number 713, F743 2024-04-16 00:29:00.938407 INFO::Fitting model to feature number 714, F744 2024-04-16 00:29:00.941906 INFO::Fitting model to feature number 715, F745 2024-04-16 00:29:00.945372 INFO::Fitting model to feature number 716, F746 2024-04-16 00:29:00.948941 INFO::Fitting model to feature number 717, F747 2024-04-16 00:29:00.95248 INFO::Fitting model to feature number 718, F748 2024-04-16 00:29:00.955902 INFO::Fitting model to feature number 719, F749 2024-04-16 00:29:00.959306 INFO::Fitting model to feature number 720, F750 2024-04-16 00:29:00.96276 INFO::Fitting model to feature number 721, F751 2024-04-16 00:29:00.966243 INFO::Fitting model to feature number 722, F752 2024-04-16 00:29:00.969739 INFO::Fitting model to feature number 723, F753 2024-04-16 00:29:00.973273 INFO::Fitting model to feature number 724, F754 2024-04-16 00:29:00.976782 INFO::Fitting model to feature number 725, F755 2024-04-16 00:29:00.980265 INFO::Fitting model to feature number 726, F756 2024-04-16 00:29:00.983763 INFO::Fitting model to feature number 727, F757 2024-04-16 00:29:00.987248 INFO::Fitting model to feature number 728, F758 2024-04-16 00:29:00.990722 INFO::Fitting model to feature number 729, F759 2024-04-16 00:29:00.994199 INFO::Fitting model to feature number 730, F760 2024-04-16 00:29:00.99765 INFO::Fitting model to feature number 731, F761 2024-04-16 00:29:01.001142 INFO::Fitting model to feature number 732, F762 2024-04-16 00:29:01.004565 INFO::Fitting model to feature number 733, F763 2024-04-16 00:29:01.008047 INFO::Fitting model to feature number 734, F764 2024-04-16 00:29:01.011522 INFO::Fitting model to feature number 735, F765 2024-04-16 00:29:01.015016 INFO::Fitting model to feature number 736, F766 2024-04-16 00:29:01.018508 INFO::Fitting model to feature number 737, F767 2024-04-16 00:29:01.021998 INFO::Fitting model to feature number 738, F768 2024-04-16 00:29:01.02551 INFO::Fitting model to feature number 739, F769 2024-04-16 00:29:01.029059 INFO::Fitting model to feature number 740, F770 2024-04-16 00:29:01.032594 INFO::Fitting model to feature number 741, F771 2024-04-16 00:29:01.036092 INFO::Fitting model to feature number 742, F772 2024-04-16 00:29:01.039539 INFO::Fitting model to feature number 743, F773 2024-04-16 00:29:01.043046 INFO::Fitting model to feature number 744, F774 2024-04-16 00:29:01.046542 INFO::Fitting model to feature number 745, F775 2024-04-16 00:29:01.049968 INFO::Fitting model to feature number 746, F776 2024-04-16 00:29:01.053451 INFO::Fitting model to feature number 747, F777 2024-04-16 00:29:01.056883 INFO::Fitting model to feature number 748, F778 2024-04-16 00:29:01.060378 INFO::Fitting model to feature number 749, F779 2024-04-16 00:29:01.063888 INFO::Fitting model to feature number 750, F780 2024-04-16 00:29:01.067498 INFO::Fitting model to feature number 751, F781 2024-04-16 00:29:01.071127 INFO::Fitting model to feature number 752, F782 2024-04-16 00:29:01.074719 INFO::Fitting model to feature number 753, F783 2024-04-16 00:29:01.078303 INFO::Fitting model to feature number 754, F784 2024-04-16 00:29:01.081862 INFO::Fitting model to feature number 755, F785 2024-04-16 00:29:01.085423 INFO::Fitting model to feature number 756, F786 2024-04-16 00:29:01.088976 INFO::Fitting model to feature number 757, F787 2024-04-16 00:29:01.092479 INFO::Fitting model to feature number 758, F788 2024-04-16 00:29:01.09609 INFO::Fitting model to feature number 759, F789 2024-04-16 00:29:01.099809 INFO::Fitting model to feature number 760, F790 2024-04-16 00:29:01.103569 INFO::Fitting model to feature number 761, F791 2024-04-16 00:29:01.107382 INFO::Fitting model to feature number 762, F792 2024-04-16 00:29:01.111259 INFO::Fitting model to feature number 763, F793 2024-04-16 00:29:01.115019 INFO::Fitting model to feature number 764, F794 2024-04-16 00:29:01.118633 INFO::Fitting model to feature number 765, F795 2024-04-16 00:29:01.122273 INFO::Fitting model to feature number 766, F796 2024-04-16 00:29:01.125837 INFO::Fitting model to feature number 767, F797 2024-04-16 00:29:01.129304 INFO::Fitting model to feature number 768, F798 2024-04-16 00:29:01.132806 INFO::Fitting model to feature number 769, F799 2024-04-16 00:29:01.136281 INFO::Fitting model to feature number 770, F800 2024-04-16 00:29:01.13979 INFO::Fitting model to feature number 771, F801 2024-04-16 00:29:01.143254 INFO::Fitting model to feature number 772, F802 2024-04-16 00:29:01.146724 INFO::Fitting model to feature number 773, F803 2024-04-16 00:29:01.150219 INFO::Fitting model to feature number 774, F804 2024-04-16 00:29:01.153702 INFO::Fitting model to feature number 775, F805 2024-04-16 00:29:01.157176 INFO::Fitting model to feature number 776, F806 2024-04-16 00:29:01.160674 INFO::Fitting model to feature number 777, F808 2024-04-16 00:29:01.164191 INFO::Fitting model to feature number 778, F809 2024-04-16 00:29:01.167684 INFO::Fitting model to feature number 779, F810 2024-04-16 00:29:01.171181 INFO::Fitting model to feature number 780, F811 2024-04-16 00:29:01.174679 INFO::Fitting model to feature number 781, F812 2024-04-16 00:29:01.178165 INFO::Fitting model to feature number 782, F813 2024-04-16 00:29:01.18163 INFO::Fitting model to feature number 783, F814 2024-04-16 00:29:01.185118 INFO::Fitting model to feature number 784, F815 2024-04-16 00:29:01.188594 INFO::Fitting model to feature number 785, F816 2024-04-16 00:29:01.192073 INFO::Fitting model to feature number 786, F817 2024-04-16 00:29:01.19558 INFO::Fitting model to feature number 787, F818 2024-04-16 00:29:01.19907 INFO::Fitting model to feature number 788, F819 2024-04-16 00:29:01.202524 INFO::Fitting model to feature number 789, F820 2024-04-16 00:29:01.205991 INFO::Fitting model to feature number 790, F821 2024-04-16 00:29:01.209466 INFO::Fitting model to feature number 791, F822 2024-04-16 00:29:01.212935 INFO::Fitting model to feature number 792, F823 2024-04-16 00:29:01.216424 INFO::Fitting model to feature number 793, F824 2024-04-16 00:29:01.219947 INFO::Fitting model to feature number 794, F825 2024-04-16 00:29:01.223442 INFO::Fitting model to feature number 795, F826 2024-04-16 00:29:01.226886 INFO::Fitting model to feature number 796, F827 2024-04-16 00:29:01.230383 INFO::Fitting model to feature number 797, F828 2024-04-16 00:29:01.233938 INFO::Fitting model to feature number 798, F829 2024-04-16 00:29:01.2375 INFO::Fitting model to feature number 799, F830 2024-04-16 00:29:01.241016 INFO::Fitting model to feature number 800, F831 2024-04-16 00:29:01.244491 INFO::Fitting model to feature number 801, F832 2024-04-16 00:29:01.247969 INFO::Fitting model to feature number 802, F833 2024-04-16 00:29:01.251482 INFO::Fitting model to feature number 803, F834 2024-04-16 00:29:01.254956 INFO::Fitting model to feature number 804, F835 2024-04-16 00:29:01.25849 INFO::Fitting model to feature number 805, F836 2024-04-16 00:29:01.26198 INFO::Fitting model to feature number 806, F837 2024-04-16 00:29:01.265539 INFO::Fitting model to feature number 807, F838 2024-04-16 00:29:01.269098 INFO::Fitting model to feature number 808, F839 2024-04-16 00:29:01.272545 INFO::Fitting model to feature number 809, F840 2024-04-16 00:29:01.276047 INFO::Fitting model to feature number 810, F841 2024-04-16 00:29:01.27954 INFO::Fitting model to feature number 811, F842 2024-04-16 00:29:01.283028 INFO::Fitting model to feature number 812, F843 2024-04-16 00:29:01.286514 INFO::Fitting model to feature number 813, F844 2024-04-16 00:29:01.289982 INFO::Fitting model to feature number 814, F845 2024-04-16 00:29:01.293402 INFO::Fitting model to feature number 815, F846 2024-04-16 00:29:01.296897 INFO::Fitting model to feature number 816, F847 2024-04-16 00:29:01.300378 INFO::Fitting model to feature number 817, F848 2024-04-16 00:29:01.303857 INFO::Fitting model to feature number 818, F849 2024-04-16 00:29:01.307317 INFO::Fitting model to feature number 819, F850 2024-04-16 00:29:01.310797 INFO::Fitting model to feature number 820, F851 2024-04-16 00:29:01.314288 INFO::Fitting model to feature number 821, F852 2024-04-16 00:29:01.317779 INFO::Fitting model to feature number 822, F853 2024-04-16 00:29:01.321267 INFO::Fitting model to feature number 823, F854 2024-04-16 00:29:01.324697 INFO::Fitting model to feature number 824, F855 2024-04-16 00:29:01.328188 INFO::Fitting model to feature number 825, F856 2024-04-16 00:29:01.331635 INFO::Fitting model to feature number 826, F857 2024-04-16 00:29:01.33513 INFO::Fitting model to feature number 827, F858 2024-04-16 00:29:01.338668 INFO::Fitting model to feature number 828, F859 2024-04-16 00:29:01.342185 INFO::Fitting model to feature number 829, F860 2024-04-16 00:29:01.345689 INFO::Fitting model to feature number 830, F861 2024-04-16 00:29:01.349139 INFO::Fitting model to feature number 831, F862 2024-04-16 00:29:01.352603 INFO::Fitting model to feature number 832, F863 2024-04-16 00:29:01.356133 INFO::Fitting model to feature number 833, F864 2024-04-16 00:29:01.359648 INFO::Fitting model to feature number 834, F865 2024-04-16 00:29:01.363173 INFO::Fitting model to feature number 835, F866 2024-04-16 00:29:01.366665 INFO::Fitting model to feature number 836, F867 2024-04-16 00:29:01.370083 INFO::Fitting model to feature number 837, F868 2024-04-16 00:29:01.373526 INFO::Fitting model to feature number 838, F869 2024-04-16 00:29:01.377023 INFO::Fitting model to feature number 839, F870 2024-04-16 00:29:01.380544 INFO::Fitting model to feature number 840, F871 2024-04-16 00:29:01.414604 INFO::Fitting model to feature number 841, F872 2024-04-16 00:29:01.418728 INFO::Fitting model to feature number 842, F873 2024-04-16 00:29:01.422518 INFO::Fitting model to feature number 843, F874 2024-04-16 00:29:01.42633 INFO::Fitting model to feature number 844, F875 2024-04-16 00:29:01.430054 INFO::Fitting model to feature number 845, F876 2024-04-16 00:29:01.433735 INFO::Fitting model to feature number 846, F877 2024-04-16 00:29:01.437418 INFO::Fitting model to feature number 847, F878 2024-04-16 00:29:01.441078 INFO::Fitting model to feature number 848, F879 2024-04-16 00:29:01.444695 INFO::Fitting model to feature number 849, F880 2024-04-16 00:29:01.448296 INFO::Fitting model to feature number 850, F881 2024-04-16 00:29:01.451907 INFO::Fitting model to feature number 851, F882 2024-04-16 00:29:01.455447 INFO::Fitting model to feature number 852, F883 2024-04-16 00:29:01.459002 INFO::Fitting model to feature number 853, F884 2024-04-16 00:29:01.462533 INFO::Fitting model to feature number 854, F885 2024-04-16 00:29:01.466023 INFO::Fitting model to feature number 855, F886 2024-04-16 00:29:01.469533 INFO::Fitting model to feature number 856, F887 2024-04-16 00:29:01.473086 INFO::Fitting model to feature number 857, F888 2024-04-16 00:29:01.476596 INFO::Fitting model to feature number 858, F889 2024-04-16 00:29:01.480029 INFO::Fitting model to feature number 859, F890 2024-04-16 00:29:01.483433 INFO::Fitting model to feature number 860, F891 2024-04-16 00:29:01.486838 INFO::Fitting model to feature number 861, F892 2024-04-16 00:29:01.490317 INFO::Fitting model to feature number 862, F893 2024-04-16 00:29:01.493789 INFO::Fitting model to feature number 863, F894 2024-04-16 00:29:01.497309 INFO::Fitting model to feature number 864, F895 2024-04-16 00:29:01.500809 INFO::Fitting model to feature number 865, F896 2024-04-16 00:29:01.504321 INFO::Fitting model to feature number 866, F897 2024-04-16 00:29:01.507799 INFO::Fitting model to feature number 867, F898 2024-04-16 00:29:01.511258 INFO::Fitting model to feature number 868, F899 2024-04-16 00:29:01.514718 INFO::Fitting model to feature number 869, F900 2024-04-16 00:29:01.661621 INFO::Counting total values for each feature 2024-04-16 00:29:01.776738 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-04-16 00:29:01.921278 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-04-16 00:29:02.065324 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-04-16 00:29:02.210238 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-04-16 00:29:02.212089 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-04-16 00:29:02.259372 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-04-16 00:29:02.261132 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-04-16 00:29:02.301401 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-04-16 00:29:02.322576 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. ..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro. ..done. [1] "Warning: Deleting existing log file: maaslin2_output/maaslin2.log" 2024-04-16 00:29:33.17256 INFO::Writing function arguments to log file 2024-04-16 00:29:33.178461 INFO::Verifying options selected are valid 2024-04-16 00:29:33.179416 INFO::Determining format of input files 2024-04-16 00:29:33.18043 INFO::Input format is data samples as columns and metadata samples as rows 2024-04-16 00:29:33.197 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-04-16 00:29:33.198434 INFO::Filter data based on min abundance and min prevalence 2024-04-16 00:29:33.199255 INFO::Total samples in data: 102 2024-04-16 00:29:33.200046 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-04-16 00:29:33.212323 INFO::Total filtered features: 0 2024-04-16 00:29:33.213339 INFO::Filtered feature names from abundance and prevalence filtering: 2024-04-16 00:29:33.233548 INFO::Total filtered features with variance filtering: 0 2024-04-16 00:29:33.234809 INFO::Filtered feature names from variance filtering: 2024-04-16 00:29:33.235626 INFO::Running selected normalization method: NONE 2024-04-16 00:29:33.236411 INFO::Applying z-score to standardize continuous metadata 2024-04-16 00:29:33.241738 INFO::Running selected transform method: NONE 2024-04-16 00:29:33.242589 INFO::Running selected analysis method: LM 2024-04-16 00:29:33.243512 INFO::Fitting model to feature number 1, F1 2024-04-16 00:29:33.247531 INFO::Fitting model to feature number 2, F2 2024-04-16 00:29:33.251282 INFO::Fitting model to feature number 3, F3 2024-04-16 00:29:33.254939 INFO::Fitting model to feature number 4, F4 2024-04-16 00:29:33.258574 INFO::Fitting model to feature number 5, F5 2024-04-16 00:29:33.262179 INFO::Fitting model to feature number 6, F6 2024-04-16 00:29:33.26581 INFO::Fitting model to feature number 7, F7 2024-04-16 00:29:33.269431 INFO::Fitting model to feature number 8, F8 2024-04-16 00:29:33.273002 INFO::Fitting model to feature number 9, F9 2024-04-16 00:29:33.276482 INFO::Fitting model to feature number 10, F10 2024-04-16 00:29:33.280041 INFO::Fitting model to feature number 11, F11 2024-04-16 00:29:33.283551 INFO::Fitting model to feature number 12, F12 2024-04-16 00:29:33.287068 INFO::Fitting model to feature number 13, F13 2024-04-16 00:29:33.290576 INFO::Fitting model to feature number 14, F14 2024-04-16 00:29:33.294117 INFO::Fitting model to feature number 15, F15 2024-04-16 00:29:33.297715 INFO::Fitting model to feature number 16, F16 2024-04-16 00:29:33.301304 INFO::Fitting model to feature number 17, F17 2024-04-16 00:29:33.304818 INFO::Fitting model to feature number 18, F18 2024-04-16 00:29:33.308359 INFO::Fitting model to feature number 19, F19 2024-04-16 00:29:33.311885 INFO::Fitting model to feature number 20, F20 2024-04-16 00:29:33.315407 INFO::Fitting model to feature number 21, F21 2024-04-16 00:29:33.318904 INFO::Fitting model to feature number 22, F22 2024-04-16 00:29:33.322389 INFO::Fitting model to feature number 23, F23 2024-04-16 00:29:33.325864 INFO::Fitting model to feature number 24, F24 2024-04-16 00:29:33.329359 INFO::Fitting model to feature number 25, F25 2024-04-16 00:29:33.332954 INFO::Fitting model to feature number 26, F26 2024-04-16 00:29:33.336512 INFO::Fitting model to feature number 27, F27 2024-04-16 00:29:33.340105 INFO::Fitting model to feature number 28, F28 2024-04-16 00:29:33.343588 INFO::Fitting model to feature number 29, F29 2024-04-16 00:29:33.34711 INFO::Fitting model to feature number 30, F30 2024-04-16 00:29:33.350655 INFO::Fitting model to feature number 31, F31 2024-04-16 00:29:33.354171 INFO::Fitting model to feature number 32, F32 2024-04-16 00:29:33.357645 INFO::Fitting model to feature number 33, F33 2024-04-16 00:29:33.361108 INFO::Fitting model to feature number 34, F34 2024-04-16 00:29:33.364617 INFO::Fitting model to feature number 35, F35 2024-04-16 00:29:33.368139 INFO::Fitting model to feature number 36, F36 2024-04-16 00:29:33.371644 INFO::Fitting model to feature number 37, F37 2024-04-16 00:29:33.375154 INFO::Fitting model to feature number 38, F38 2024-04-16 00:29:33.37878 INFO::Fitting model to feature number 39, F39 2024-04-16 00:29:33.382314 INFO::Fitting model to feature number 40, F40 2024-04-16 00:29:33.38579 INFO::Fitting model to feature number 41, F41 2024-04-16 00:29:33.389418 INFO::Fitting model to feature number 42, F43 2024-04-16 00:29:33.392919 INFO::Fitting model to feature number 43, F44 2024-04-16 00:29:33.39634 INFO::Fitting model to feature number 44, F45 2024-04-16 00:29:33.399853 INFO::Fitting model to feature number 45, F46 2024-04-16 00:29:33.403371 INFO::Fitting model to feature number 46, F47 2024-04-16 00:29:33.406861 INFO::Fitting model to feature number 47, F48 2024-04-16 00:29:33.410339 INFO::Fitting model to feature number 48, F49 2024-04-16 00:29:33.413882 INFO::Fitting model to feature number 49, F50 2024-04-16 00:29:33.417426 INFO::Fitting model to feature number 50, F51 2024-04-16 00:29:33.420979 INFO::Fitting model to feature number 51, F52 2024-04-16 00:29:33.424491 INFO::Fitting model to feature number 52, F53 2024-04-16 00:29:33.428029 INFO::Fitting model to feature number 53, F54 2024-04-16 00:29:33.431615 INFO::Fitting model to feature number 54, F55 2024-04-16 00:29:33.435168 INFO::Fitting model to feature number 55, F56 2024-04-16 00:29:33.438651 INFO::Fitting model to feature number 56, F57 2024-04-16 00:29:33.442218 INFO::Fitting model to feature number 57, F58 2024-04-16 00:29:33.445763 INFO::Fitting model to feature number 58, F59 2024-04-16 00:29:33.449284 INFO::Fitting model to feature number 59, F60 2024-04-16 00:29:33.452799 INFO::Fitting model to feature number 60, F63 2024-04-16 00:29:33.456335 INFO::Fitting model to feature number 61, F64 2024-04-16 00:29:33.459791 INFO::Fitting model to feature number 62, F65 2024-04-16 00:29:33.463304 INFO::Fitting model to feature number 63, F66 2024-04-16 00:29:33.466808 INFO::Fitting model to feature number 64, F67 2024-04-16 00:29:33.47031 INFO::Fitting model to feature number 65, F68 2024-04-16 00:29:33.473717 INFO::Fitting model to feature number 66, F69 2024-04-16 00:29:33.477203 INFO::Fitting model to feature number 67, F70 2024-04-16 00:29:33.480678 INFO::Fitting model to feature number 68, F71 2024-04-16 00:29:33.484197 INFO::Fitting model to feature number 69, F72 2024-04-16 00:29:33.487672 INFO::Fitting model to feature number 70, F73 2024-04-16 00:29:33.491226 INFO::Fitting model to feature number 71, F74 2024-04-16 00:29:33.494728 INFO::Fitting model to feature number 72, F76 2024-04-16 00:29:33.498154 INFO::Fitting model to feature number 73, F77 2024-04-16 00:29:33.501686 INFO::Fitting model to feature number 74, F78 2024-04-16 00:29:33.505197 INFO::Fitting model to feature number 75, F79 2024-04-16 00:29:33.508715 INFO::Fitting model to feature number 76, F80 2024-04-16 00:29:33.512406 INFO::Fitting model to feature number 77, F81 2024-04-16 00:29:33.516126 INFO::Fitting model to feature number 78, F82 2024-04-16 00:29:33.520037 INFO::Fitting model to feature number 79, F83 2024-04-16 00:29:33.523839 INFO::Fitting model to feature number 80, F84 2024-04-16 00:29:33.527512 INFO::Fitting model to feature number 81, F85 2024-04-16 00:29:33.530983 INFO::Fitting model to feature number 82, F86 2024-04-16 00:29:33.534484 INFO::Fitting model to feature number 83, F87 2024-04-16 00:29:33.53797 INFO::Fitting model to feature number 84, F88 2024-04-16 00:29:33.541476 INFO::Fitting model to feature number 85, F89 2024-04-16 00:29:33.545048 INFO::Fitting model to feature number 86, F90 2024-04-16 00:29:33.548592 INFO::Fitting model to feature number 87, F91 2024-04-16 00:29:33.552097 INFO::Fitting model to feature number 88, F92 2024-04-16 00:29:33.555654 INFO::Fitting model to feature number 89, F93 2024-04-16 00:29:33.559283 INFO::Fitting model to feature number 90, F94 2024-04-16 00:29:33.562763 INFO::Fitting model to feature number 91, F95 2024-04-16 00:29:33.566195 INFO::Fitting model to feature number 92, F96 2024-04-16 00:29:33.569627 INFO::Fitting model to feature number 93, F97 2024-04-16 00:29:33.57317 INFO::Fitting model to feature number 94, F98 2024-04-16 00:29:33.576722 INFO::Fitting model to feature number 95, F99 2024-04-16 00:29:33.580208 INFO::Fitting model to feature number 96, F100 2024-04-16 00:29:33.583723 INFO::Fitting model to feature number 97, F101 2024-04-16 00:29:33.587225 INFO::Fitting model to feature number 98, F102 2024-04-16 00:29:33.590734 INFO::Fitting model to feature number 99, F103 2024-04-16 00:29:33.59428 INFO::Fitting model to feature number 100, F104 2024-04-16 00:29:33.597859 INFO::Fitting model to feature number 101, F105 2024-04-16 00:29:33.601557 INFO::Fitting model to feature number 102, F106 2024-04-16 00:29:33.605213 INFO::Fitting model to feature number 103, F107 2024-04-16 00:29:33.608786 INFO::Fitting model to feature number 104, F108 2024-04-16 00:29:33.612458 INFO::Fitting model to feature number 105, F109 2024-04-16 00:29:33.616233 INFO::Fitting model to feature number 106, F110 2024-04-16 00:29:33.620019 INFO::Fitting model to feature number 107, F111 2024-04-16 00:29:33.623747 INFO::Fitting model to feature number 108, F112 2024-04-16 00:29:33.627527 INFO::Fitting model to feature number 109, F113 2024-04-16 00:29:33.631176 INFO::Fitting model to feature number 110, F114 2024-04-16 00:29:33.634959 INFO::Fitting model to feature number 111, F115 2024-04-16 00:29:33.638762 INFO::Fitting model to feature number 112, F117 2024-04-16 00:29:33.642549 INFO::Fitting model to feature number 113, F118 2024-04-16 00:29:33.646333 INFO::Fitting model to feature number 114, F119 2024-04-16 00:29:33.650087 INFO::Fitting model to feature number 115, F120 2024-04-16 00:29:33.653841 INFO::Fitting model to feature number 116, F121 2024-04-16 00:29:33.657557 INFO::Fitting model to feature number 117, F122 2024-04-16 00:29:33.661278 INFO::Fitting model to feature number 118, F123 2024-04-16 00:29:33.665002 INFO::Fitting model to feature number 119, F124 2024-04-16 00:29:33.668885 INFO::Fitting model to feature number 120, F125 2024-04-16 00:29:33.672745 INFO::Fitting model to feature number 121, F126 2024-04-16 00:29:33.676529 INFO::Fitting model to feature number 122, F127 2024-04-16 00:29:33.680248 INFO::Fitting model to feature number 123, F128 2024-04-16 00:29:33.683992 INFO::Fitting model to feature number 124, F129 2024-04-16 00:29:33.687735 INFO::Fitting model to feature number 125, F130 2024-04-16 00:29:33.691484 INFO::Fitting model to feature number 126, F131 2024-04-16 00:29:33.695176 INFO::Fitting model to feature number 127, F132 2024-04-16 00:29:33.699415 INFO::Fitting model to feature number 128, F133 2024-04-16 00:29:33.703279 INFO::Fitting model to feature number 129, F134 2024-04-16 00:29:33.706907 INFO::Fitting model to feature number 130, F135 2024-04-16 00:29:33.71079 INFO::Fitting model to feature number 131, F136 2024-04-16 00:29:33.714631 INFO::Fitting model to feature number 132, F137 2024-04-16 00:29:33.718368 INFO::Fitting model to feature number 133, F138 2024-04-16 00:29:33.722138 INFO::Fitting model to feature number 134, F139 2024-04-16 00:29:33.725901 INFO::Fitting model to feature number 135, F140 2024-04-16 00:29:33.72965 INFO::Fitting model to feature number 136, F141 2024-04-16 00:29:33.733408 INFO::Fitting model to feature number 137, F142 2024-04-16 00:29:33.737238 INFO::Fitting model to feature number 138, F143 2024-04-16 00:29:33.741027 INFO::Fitting model to feature number 139, F144 2024-04-16 00:29:33.744852 INFO::Fitting model to feature number 140, F145 2024-04-16 00:29:33.748684 INFO::Fitting model to feature number 141, F146 2024-04-16 00:29:33.752505 INFO::Fitting model to feature number 142, F147 2024-04-16 00:29:33.756304 INFO::Fitting model to feature number 143, F148 2024-04-16 00:29:33.759994 INFO::Fitting model to feature number 144, F149 2024-04-16 00:29:33.76374 INFO::Fitting model to feature number 145, F150 2024-04-16 00:29:33.767298 INFO::Fitting model to feature number 146, F152 2024-04-16 00:29:33.771089 INFO::Fitting model to feature number 147, F153 2024-04-16 00:29:33.774889 INFO::Fitting model to feature number 148, F154 2024-04-16 00:29:33.778703 INFO::Fitting model to feature number 149, F155 2024-04-16 00:29:33.782498 INFO::Fitting model to feature number 150, F156 2024-04-16 00:29:33.786255 INFO::Fitting model to feature number 151, F157 2024-04-16 00:29:33.789978 INFO::Fitting model to feature number 152, F158 2024-04-16 00:29:33.793737 INFO::Fitting model to feature number 153, F159 2024-04-16 00:29:33.797442 INFO::Fitting model to feature number 154, F160 2024-04-16 00:29:33.801207 INFO::Fitting model to feature number 155, F161 2024-04-16 00:29:33.804886 INFO::Fitting model to feature number 156, F162 2024-04-16 00:29:33.808636 INFO::Fitting model to feature number 157, F163 2024-04-16 00:29:33.812397 INFO::Fitting model to feature number 158, F164 2024-04-16 00:29:33.81615 INFO::Fitting model to feature number 159, F165 2024-04-16 00:29:33.819873 INFO::Fitting model to feature number 160, F166 2024-04-16 00:29:33.823625 INFO::Fitting model to feature number 161, F167 2024-04-16 00:29:33.827388 INFO::Fitting model to feature number 162, F168 2024-04-16 00:29:33.831003 INFO::Fitting model to feature number 163, F169 2024-04-16 00:29:33.834876 INFO::Fitting model to feature number 164, F170 2024-04-16 00:29:33.838951 INFO::Fitting model to feature number 165, F171 2024-04-16 00:29:33.842913 INFO::Fitting model to feature number 166, F172 2024-04-16 00:29:33.846923 INFO::Fitting model to feature number 167, F173 2024-04-16 00:29:33.850857 INFO::Fitting model to feature number 168, F174 2024-04-16 00:29:33.854823 INFO::Fitting model to feature number 169, F175 2024-04-16 00:29:33.858671 INFO::Fitting model to feature number 170, F176 2024-04-16 00:29:33.862666 INFO::Fitting model to feature number 171, F177 2024-04-16 00:29:33.866521 INFO::Fitting model to feature number 172, F178 2024-04-16 00:29:33.870362 INFO::Fitting model to feature number 173, F179 2024-04-16 00:29:33.874216 INFO::Fitting model to feature number 174, F180 2024-04-16 00:29:33.87805 INFO::Fitting model to feature number 175, F181 2024-04-16 00:29:33.881928 INFO::Fitting model to feature number 176, F182 2024-04-16 00:29:33.885756 INFO::Fitting model to feature number 177, F183 2024-04-16 00:29:33.889526 INFO::Fitting model to feature number 178, F184 2024-04-16 00:29:33.893419 INFO::Fitting model to feature number 179, F185 2024-04-16 00:29:33.897496 INFO::Fitting model to feature number 180, F186 2024-04-16 00:29:33.901774 INFO::Fitting model to feature number 181, F187 2024-04-16 00:29:33.905701 INFO::Fitting model to feature number 182, F188 2024-04-16 00:29:33.909637 INFO::Fitting model to feature number 183, F189 2024-04-16 00:29:33.913579 INFO::Fitting model to feature number 184, F190 2024-04-16 00:29:33.917571 INFO::Fitting model to feature number 185, F191 2024-04-16 00:29:33.921525 INFO::Fitting model to feature number 186, F192 2024-04-16 00:29:33.925475 INFO::Fitting model to feature number 187, F193 2024-04-16 00:29:33.929271 INFO::Fitting model to feature number 188, F194 2024-04-16 00:29:33.932987 INFO::Fitting model to feature number 189, F195 2024-04-16 00:29:33.936776 INFO::Fitting model to feature number 190, F196 2024-04-16 00:29:33.940544 INFO::Fitting model to feature number 191, F197 2024-04-16 00:29:33.94428 INFO::Fitting model to feature number 192, F198 2024-04-16 00:29:33.948001 INFO::Fitting model to feature number 193, F199 2024-04-16 00:29:33.951612 INFO::Fitting model to feature number 194, F200 2024-04-16 00:29:33.95524 INFO::Fitting model to feature number 195, F201 2024-04-16 00:29:33.958861 INFO::Fitting model to feature number 196, F202 2024-04-16 00:29:33.962416 INFO::Fitting model to feature number 197, F203 2024-04-16 00:29:33.965964 INFO::Fitting model to feature number 198, F204 2024-04-16 00:29:33.969577 INFO::Fitting model to feature number 199, F206 2024-04-16 00:29:33.973112 INFO::Fitting model to feature number 200, F207 2024-04-16 00:29:33.9767 INFO::Fitting model to feature number 201, F208 2024-04-16 00:29:33.980205 INFO::Fitting model to feature number 202, F209 2024-04-16 00:29:33.983763 INFO::Fitting model to feature number 203, F210 2024-04-16 00:29:33.98731 INFO::Fitting model to feature number 204, F211 2024-04-16 00:29:33.990903 INFO::Fitting model to feature number 205, F212 2024-04-16 00:29:33.994412 INFO::Fitting model to feature number 206, F213 2024-04-16 00:29:33.997887 INFO::Fitting model to feature number 207, F214 2024-04-16 00:29:34.001474 INFO::Fitting model to feature number 208, F215 2024-04-16 00:29:34.00504 INFO::Fitting model to feature number 209, F216 2024-04-16 00:29:34.008617 INFO::Fitting model to feature number 210, F217 2024-04-16 00:29:34.012217 INFO::Fitting model to feature number 211, F218 2024-04-16 00:29:34.015722 INFO::Fitting model to feature number 212, F219 2024-04-16 00:29:34.019304 INFO::Fitting model to feature number 213, F220 2024-04-16 00:29:34.022857 INFO::Fitting model to feature number 214, F221 2024-04-16 00:29:34.026334 INFO::Fitting model to feature number 215, F222 2024-04-16 00:29:34.029851 INFO::Fitting model to feature number 216, F223 2024-04-16 00:29:34.033418 INFO::Fitting model to feature number 217, F224 2024-04-16 00:29:34.036968 INFO::Fitting model to feature number 218, F225 2024-04-16 00:29:34.040513 INFO::Fitting model to feature number 219, F226 2024-04-16 00:29:34.044183 INFO::Fitting model to feature number 220, F227 2024-04-16 00:29:34.047871 INFO::Fitting model to feature number 221, F228 2024-04-16 00:29:34.051476 INFO::Fitting model to feature number 222, F229 2024-04-16 00:29:34.05506 INFO::Fitting model to feature number 223, F230 2024-04-16 00:29:34.05858 INFO::Fitting model to feature number 224, F231 2024-04-16 00:29:34.062165 INFO::Fitting model to feature number 225, F232 2024-04-16 00:29:34.065719 INFO::Fitting model to feature number 226, F233 2024-04-16 00:29:34.069364 INFO::Fitting model to feature number 227, F234 2024-04-16 00:29:34.072943 INFO::Fitting model to feature number 228, F235 2024-04-16 00:29:34.076527 INFO::Fitting model to feature number 229, F236 2024-04-16 00:29:34.080141 INFO::Fitting model to feature number 230, F237 2024-04-16 00:29:34.083739 INFO::Fitting model to feature number 231, F238 2024-04-16 00:29:34.087343 INFO::Fitting model to feature number 232, F239 2024-04-16 00:29:34.090944 INFO::Fitting model to feature number 233, F240 2024-04-16 00:29:34.094522 INFO::Fitting model to feature number 234, F241 2024-04-16 00:29:34.09812 INFO::Fitting model to feature number 235, F242 2024-04-16 00:29:34.101687 INFO::Fitting model to feature number 236, F243 2024-04-16 00:29:34.105216 INFO::Fitting model to feature number 237, F244 2024-04-16 00:29:34.108805 INFO::Fitting model to feature number 238, F245 2024-04-16 00:29:34.1124 INFO::Fitting model to feature number 239, F246 2024-04-16 00:29:34.115935 INFO::Fitting model to feature number 240, F247 2024-04-16 00:29:34.119512 INFO::Fitting model to feature number 241, F248 2024-04-16 00:29:34.12308 INFO::Fitting model to feature number 242, F249 2024-04-16 00:29:34.126644 INFO::Fitting model to feature number 243, F250 2024-04-16 00:29:34.130204 INFO::Fitting model to feature number 244, F252 2024-04-16 00:29:34.133807 INFO::Fitting model to feature number 245, F253 2024-04-16 00:29:34.137338 INFO::Fitting model to feature number 246, F254 2024-04-16 00:29:34.140898 INFO::Fitting model to feature number 247, F255 2024-04-16 00:29:34.144447 INFO::Fitting model to feature number 248, F256 2024-04-16 00:29:34.148059 INFO::Fitting model to feature number 249, F257 2024-04-16 00:29:34.151646 INFO::Fitting model to feature number 250, F259 2024-04-16 00:29:34.1553 INFO::Fitting model to feature number 251, F260 2024-04-16 00:29:34.15895 INFO::Fitting model to feature number 252, F261 2024-04-16 00:29:34.162606 INFO::Fitting model to feature number 253, F262 2024-04-16 00:29:34.166221 INFO::Fitting model to feature number 254, F263 2024-04-16 00:29:34.190722 INFO::Fitting model to feature number 255, F264 2024-04-16 00:29:34.19474 INFO::Fitting model to feature number 256, F265 2024-04-16 00:29:34.19863 INFO::Fitting model to feature number 257, F266 2024-04-16 00:29:34.20241 INFO::Fitting model to feature number 258, F267 2024-04-16 00:29:34.206127 INFO::Fitting model to feature number 259, F269 2024-04-16 00:29:34.209717 INFO::Fitting model to feature number 260, F270 2024-04-16 00:29:34.213342 INFO::Fitting model to feature number 261, F271 2024-04-16 00:29:34.21696 INFO::Fitting model to feature number 262, F272 2024-04-16 00:29:34.220551 INFO::Fitting model to feature number 263, F273 2024-04-16 00:29:34.22412 INFO::Fitting model to feature number 264, F274 2024-04-16 00:29:34.227694 INFO::Fitting model to feature number 265, F276 2024-04-16 00:29:34.231335 INFO::Fitting model to feature number 266, F277 2024-04-16 00:29:34.234895 INFO::Fitting model to feature number 267, F278 2024-04-16 00:29:34.238406 INFO::Fitting model to feature number 268, F279 2024-04-16 00:29:34.241944 INFO::Fitting model to feature number 269, F280 2024-04-16 00:29:34.2455 INFO::Fitting model to feature number 270, F281 2024-04-16 00:29:34.249006 INFO::Fitting model to feature number 271, F282 2024-04-16 00:29:34.2525 INFO::Fitting model to feature number 272, F283 2024-04-16 00:29:34.255928 INFO::Fitting model to feature number 273, F284 2024-04-16 00:29:34.259366 INFO::Fitting model to feature number 274, F285 2024-04-16 00:29:34.262963 INFO::Fitting model to feature number 275, F286 2024-04-16 00:29:34.266392 INFO::Fitting model to feature number 276, F287 2024-04-16 00:29:34.269921 INFO::Fitting model to feature number 277, F288 2024-04-16 00:29:34.273404 INFO::Fitting model to feature number 278, F289 2024-04-16 00:29:34.276858 INFO::Fitting model to feature number 279, F290 2024-04-16 00:29:34.28028 INFO::Fitting model to feature number 280, F292 2024-04-16 00:29:34.283701 INFO::Fitting model to feature number 281, F293 2024-04-16 00:29:34.287113 INFO::Fitting model to feature number 282, F294 2024-04-16 00:29:34.290529 INFO::Fitting model to feature number 283, F295 2024-04-16 00:29:34.293964 INFO::Fitting model to feature number 284, F296 2024-04-16 00:29:34.297372 INFO::Fitting model to feature number 285, F297 2024-04-16 00:29:34.300765 INFO::Fitting model to feature number 286, F298 2024-04-16 00:29:34.304161 INFO::Fitting model to feature number 287, F299 2024-04-16 00:29:34.307579 INFO::Fitting model to feature number 288, F300 2024-04-16 00:29:34.310972 INFO::Fitting model to feature number 289, F301 2024-04-16 00:29:34.314378 INFO::Fitting model to feature number 290, F302 2024-04-16 00:29:34.317779 INFO::Fitting model to feature number 291, F303 2024-04-16 00:29:34.321261 INFO::Fitting model to feature number 292, F304 2024-04-16 00:29:34.324685 INFO::Fitting model to feature number 293, F305 2024-04-16 00:29:34.328268 INFO::Fitting model to feature number 294, F306 2024-04-16 00:29:34.331712 INFO::Fitting model to feature number 295, F307 2024-04-16 00:29:34.335141 INFO::Fitting model to feature number 296, F308 2024-04-16 00:29:34.338581 INFO::Fitting model to feature number 297, F309 2024-04-16 00:29:34.341986 INFO::Fitting model to feature number 298, F310 2024-04-16 00:29:34.345406 INFO::Fitting model to feature number 299, F311 2024-04-16 00:29:34.348761 INFO::Fitting model to feature number 300, F312 2024-04-16 00:29:34.352169 INFO::Fitting model to feature number 301, F313 2024-04-16 00:29:34.355584 INFO::Fitting model to feature number 302, F315 2024-04-16 00:29:34.359004 INFO::Fitting model to feature number 303, F316 2024-04-16 00:29:34.36244 INFO::Fitting model to feature number 304, F317 2024-04-16 00:29:34.36585 INFO::Fitting model to feature number 305, F318 2024-04-16 00:29:34.369279 INFO::Fitting model to feature number 306, F319 2024-04-16 00:29:34.372679 INFO::Fitting model to feature number 307, F320 2024-04-16 00:29:34.376067 INFO::Fitting model to feature number 308, F321 2024-04-16 00:29:34.379464 INFO::Fitting model to feature number 309, F322 2024-04-16 00:29:34.382858 INFO::Fitting model to feature number 310, F323 2024-04-16 00:29:34.38626 INFO::Fitting model to feature number 311, F324 2024-04-16 00:29:34.389663 INFO::Fitting model to feature number 312, F325 2024-04-16 00:29:34.393065 INFO::Fitting model to feature number 313, F326 2024-04-16 00:29:34.396468 INFO::Fitting model to feature number 314, F327 2024-04-16 00:29:34.399855 INFO::Fitting model to feature number 315, F328 2024-04-16 00:29:34.403245 INFO::Fitting model to feature number 316, F329 2024-04-16 00:29:34.406564 INFO::Fitting model to feature number 317, F330 2024-04-16 00:29:34.409933 INFO::Fitting model to feature number 318, F331 2024-04-16 00:29:34.41331 INFO::Fitting model to feature number 319, F332 2024-04-16 00:29:34.416696 INFO::Fitting model to feature number 320, F333 2024-04-16 00:29:34.420065 INFO::Fitting model to feature number 321, F334 2024-04-16 00:29:34.423366 INFO::Fitting model to feature number 322, F335 2024-04-16 00:29:34.426667 INFO::Fitting model to feature number 323, F336 2024-04-16 00:29:34.430012 INFO::Fitting model to feature number 324, F337 2024-04-16 00:29:34.43338 INFO::Fitting model to feature number 325, F338 2024-04-16 00:29:34.43676 INFO::Fitting model to feature number 326, F339 2024-04-16 00:29:34.44016 INFO::Fitting model to feature number 327, F340 2024-04-16 00:29:34.443527 INFO::Fitting model to feature number 328, F342 2024-04-16 00:29:34.447 INFO::Fitting model to feature number 329, F343 2024-04-16 00:29:34.450478 INFO::Fitting model to feature number 330, F344 2024-04-16 00:29:34.453879 INFO::Fitting model to feature number 331, F345 2024-04-16 00:29:34.457217 INFO::Fitting model to feature number 332, F346 2024-04-16 00:29:34.460591 INFO::Fitting model to feature number 333, F347 2024-04-16 00:29:34.463958 INFO::Fitting model to feature number 334, F348 2024-04-16 00:29:34.467335 INFO::Fitting model to feature number 335, F350 2024-04-16 00:29:34.470728 INFO::Fitting model to feature number 336, F351 2024-04-16 00:29:34.474078 INFO::Fitting model to feature number 337, F352 2024-04-16 00:29:34.477387 INFO::Fitting model to feature number 338, F353 2024-04-16 00:29:34.480757 INFO::Fitting model to feature number 339, F355 2024-04-16 00:29:34.484082 INFO::Fitting model to feature number 340, F356 2024-04-16 00:29:34.48749 INFO::Fitting model to feature number 341, F357 2024-04-16 00:29:34.490858 INFO::Fitting model to feature number 342, F358 2024-04-16 00:29:34.49423 INFO::Fitting model to feature number 343, F359 2024-04-16 00:29:34.497601 INFO::Fitting model to feature number 344, F360 2024-04-16 00:29:34.500933 INFO::Fitting model to feature number 345, F361 2024-04-16 00:29:34.504334 INFO::Fitting model to feature number 346, F362 2024-04-16 00:29:34.507728 INFO::Fitting model to feature number 347, F363 2024-04-16 00:29:34.511106 INFO::Fitting model to feature number 348, F364 2024-04-16 00:29:34.514491 INFO::Fitting model to feature number 349, F365 2024-04-16 00:29:34.517888 INFO::Fitting model to feature number 350, F366 2024-04-16 00:29:34.521289 INFO::Fitting model to feature number 351, F367 2024-04-16 00:29:34.524612 INFO::Fitting model to feature number 352, F368 2024-04-16 00:29:34.528002 INFO::Fitting model to feature number 353, F369 2024-04-16 00:29:34.531364 INFO::Fitting model to feature number 354, F370 2024-04-16 00:29:34.534738 INFO::Fitting model to feature number 355, F371 2024-04-16 00:29:34.538119 INFO::Fitting model to feature number 356, F372 2024-04-16 00:29:34.541423 INFO::Fitting model to feature number 357, F373 2024-04-16 00:29:34.544828 INFO::Fitting model to feature number 358, F374 2024-04-16 00:29:34.548217 INFO::Fitting model to feature number 359, F375 2024-04-16 00:29:34.551543 INFO::Fitting model to feature number 360, F376 2024-04-16 00:29:34.55492 INFO::Fitting model to feature number 361, F377 2024-04-16 00:29:34.558331 INFO::Fitting model to feature number 362, F378 2024-04-16 00:29:34.561682 INFO::Fitting model to feature number 363, F379 2024-04-16 00:29:34.564985 INFO::Fitting model to feature number 364, F380 2024-04-16 00:29:34.568358 INFO::Fitting model to feature number 365, F381 2024-04-16 00:29:34.571715 INFO::Fitting model to feature number 366, F382 2024-04-16 00:29:34.57502 INFO::Fitting model to feature number 367, F383 2024-04-16 00:29:34.578392 INFO::Fitting model to feature number 368, F384 2024-04-16 00:29:34.581795 INFO::Fitting model to feature number 369, F386 2024-04-16 00:29:34.585229 INFO::Fitting model to feature number 370, F387 2024-04-16 00:29:34.588642 INFO::Fitting model to feature number 371, F388 2024-04-16 00:29:34.592048 INFO::Fitting model to feature number 372, F389 2024-04-16 00:29:34.595454 INFO::Fitting model to feature number 373, F390 2024-04-16 00:29:34.598839 INFO::Fitting model to feature number 374, F391 2024-04-16 00:29:34.60223 INFO::Fitting model to feature number 375, F392 2024-04-16 00:29:34.605536 INFO::Fitting model to feature number 376, F393 2024-04-16 00:29:34.608928 INFO::Fitting model to feature number 377, F394 2024-04-16 00:29:34.612307 INFO::Fitting model to feature number 378, F395 2024-04-16 00:29:34.615685 INFO::Fitting model to feature number 379, F396 2024-04-16 00:29:34.619096 INFO::Fitting model to feature number 380, F397 2024-04-16 00:29:34.622499 INFO::Fitting model to feature number 381, F398 2024-04-16 00:29:34.625902 INFO::Fitting model to feature number 382, F399 2024-04-16 00:29:34.629293 INFO::Fitting model to feature number 383, F400 2024-04-16 00:29:34.632701 INFO::Fitting model to feature number 384, F401 2024-04-16 00:29:34.636124 INFO::Fitting model to feature number 385, F402 2024-04-16 00:29:34.639482 INFO::Fitting model to feature number 386, F403 2024-04-16 00:29:34.642893 INFO::Fitting model to feature number 387, F404 2024-04-16 00:29:34.646305 INFO::Fitting model to feature number 388, F406 2024-04-16 00:29:34.649738 INFO::Fitting model to feature number 389, F407 2024-04-16 00:29:34.653176 INFO::Fitting model to feature number 390, F408 2024-04-16 00:29:34.656586 INFO::Fitting model to feature number 391, F409 2024-04-16 00:29:34.660008 INFO::Fitting model to feature number 392, F410 2024-04-16 00:29:34.663368 INFO::Fitting model to feature number 393, F411 2024-04-16 00:29:34.66675 INFO::Fitting model to feature number 394, F412 2024-04-16 00:29:34.670132 INFO::Fitting model to feature number 395, F413 2024-04-16 00:29:34.673526 INFO::Fitting model to feature number 396, F414 2024-04-16 00:29:34.676866 INFO::Fitting model to feature number 397, F415 2024-04-16 00:29:34.685534 INFO::Fitting model to feature number 398, F416 2024-04-16 00:29:34.689372 INFO::Fitting model to feature number 399, F417 2024-04-16 00:29:34.692858 INFO::Fitting model to feature number 400, F418 2024-04-16 00:29:34.696325 INFO::Fitting model to feature number 401, F419 2024-04-16 00:29:34.699831 INFO::Fitting model to feature number 402, F420 2024-04-16 00:29:34.703328 INFO::Fitting model to feature number 403, F421 2024-04-16 00:29:34.706823 INFO::Fitting model to feature number 404, F422 2024-04-16 00:29:34.710279 INFO::Fitting model to feature number 405, F423 2024-04-16 00:29:34.713724 INFO::Fitting model to feature number 406, F425 2024-04-16 00:29:34.717196 INFO::Fitting model to feature number 407, F426 2024-04-16 00:29:34.720683 INFO::Fitting model to feature number 408, F428 2024-04-16 00:29:34.724096 INFO::Fitting model to feature number 409, F429 2024-04-16 00:29:34.727518 INFO::Fitting model to feature number 410, F430 2024-04-16 00:29:34.730894 INFO::Fitting model to feature number 411, F431 2024-04-16 00:29:34.734539 INFO::Fitting model to feature number 412, F432 2024-04-16 00:29:34.738552 INFO::Fitting model to feature number 413, F433 2024-04-16 00:29:34.742756 INFO::Fitting model to feature number 414, F434 2024-04-16 00:29:34.746549 INFO::Fitting model to feature number 415, F435 2024-04-16 00:29:34.749926 INFO::Fitting model to feature number 416, F436 2024-04-16 00:29:34.753355 INFO::Fitting model to feature number 417, F437 2024-04-16 00:29:34.756832 INFO::Fitting model to feature number 418, F438 2024-04-16 00:29:34.760292 INFO::Fitting model to feature number 419, F439 2024-04-16 00:29:34.763757 INFO::Fitting model to feature number 420, F440 2024-04-16 00:29:34.767199 INFO::Fitting model to feature number 421, F441 2024-04-16 00:29:34.770634 INFO::Fitting model to feature number 422, F442 2024-04-16 00:29:34.774065 INFO::Fitting model to feature number 423, F443 2024-04-16 00:29:34.777515 INFO::Fitting model to feature number 424, F444 2024-04-16 00:29:34.780859 INFO::Fitting model to feature number 425, F445 2024-04-16 00:29:34.78429 INFO::Fitting model to feature number 426, F446 2024-04-16 00:29:34.787703 INFO::Fitting model to feature number 427, F447 2024-04-16 00:29:34.791142 INFO::Fitting model to feature number 428, F448 2024-04-16 00:29:34.794556 INFO::Fitting model to feature number 429, F449 2024-04-16 00:29:34.797971 INFO::Fitting model to feature number 430, F450 2024-04-16 00:29:34.801398 INFO::Fitting model to feature number 431, F451 2024-04-16 00:29:34.804826 INFO::Fitting model to feature number 432, F452 2024-04-16 00:29:34.808192 INFO::Fitting model to feature number 433, F454 2024-04-16 00:29:34.811622 INFO::Fitting model to feature number 434, F455 2024-04-16 00:29:34.815063 INFO::Fitting model to feature number 435, F456 2024-04-16 00:29:34.81843 INFO::Fitting model to feature number 436, F457 2024-04-16 00:29:34.821852 INFO::Fitting model to feature number 437, F458 2024-04-16 00:29:34.825275 INFO::Fitting model to feature number 438, F459 2024-04-16 00:29:34.828742 INFO::Fitting model to feature number 439, F461 2024-04-16 00:29:34.832186 INFO::Fitting model to feature number 440, F462 2024-04-16 00:29:34.835611 INFO::Fitting model to feature number 441, F463 2024-04-16 00:29:34.838986 INFO::Fitting model to feature number 442, F464 2024-04-16 00:29:34.842397 INFO::Fitting model to feature number 443, F465 2024-04-16 00:29:34.845848 INFO::Fitting model to feature number 444, F466 2024-04-16 00:29:34.849268 INFO::Fitting model to feature number 445, F467 2024-04-16 00:29:34.852673 INFO::Fitting model to feature number 446, F468 2024-04-16 00:29:34.856078 INFO::Fitting model to feature number 447, F469 2024-04-16 00:29:34.859495 INFO::Fitting model to feature number 448, F470 2024-04-16 00:29:34.862836 INFO::Fitting model to feature number 449, F471 2024-04-16 00:29:34.86625 INFO::Fitting model to feature number 450, F474 2024-04-16 00:29:34.869653 INFO::Fitting model to feature number 451, F475 2024-04-16 00:29:34.873068 INFO::Fitting model to feature number 452, F476 2024-04-16 00:29:34.876482 INFO::Fitting model to feature number 453, F477 2024-04-16 00:29:34.879908 INFO::Fitting model to feature number 454, F478 2024-04-16 00:29:34.883345 INFO::Fitting model to feature number 455, F479 2024-04-16 00:29:34.88676 INFO::Fitting model to feature number 456, F480 2024-04-16 00:29:34.890182 INFO::Fitting model to feature number 457, F481 2024-04-16 00:29:34.893594 INFO::Fitting model to feature number 458, F482 2024-04-16 00:29:34.897016 INFO::Fitting model to feature number 459, F483 2024-04-16 00:29:34.900448 INFO::Fitting model to feature number 460, F484 2024-04-16 00:29:34.903904 INFO::Fitting model to feature number 461, F485 2024-04-16 00:29:34.907342 INFO::Fitting model to feature number 462, F486 2024-04-16 00:29:34.910832 INFO::Fitting model to feature number 463, F487 2024-04-16 00:29:34.914211 INFO::Fitting model to feature number 464, F488 2024-04-16 00:29:34.917629 INFO::Fitting model to feature number 465, F489 2024-04-16 00:29:34.92099 INFO::Fitting model to feature number 466, F490 2024-04-16 00:29:34.924421 INFO::Fitting model to feature number 467, F491 2024-04-16 00:29:34.927838 INFO::Fitting model to feature number 468, F492 2024-04-16 00:29:34.931262 INFO::Fitting model to feature number 469, F493 2024-04-16 00:29:34.934697 INFO::Fitting model to feature number 470, F494 2024-04-16 00:29:34.938122 INFO::Fitting model to feature number 471, F495 2024-04-16 00:29:34.941533 INFO::Fitting model to feature number 472, F496 2024-04-16 00:29:34.94497 INFO::Fitting model to feature number 473, F497 2024-04-16 00:29:34.948399 INFO::Fitting model to feature number 474, F498 2024-04-16 00:29:34.951852 INFO::Fitting model to feature number 475, F499 2024-04-16 00:29:34.95532 INFO::Fitting model to feature number 476, F500 2024-04-16 00:29:34.958793 INFO::Fitting model to feature number 477, F501 2024-04-16 00:29:34.962243 INFO::Fitting model to feature number 478, F502 2024-04-16 00:29:34.965676 INFO::Fitting model to feature number 479, F503 2024-04-16 00:29:34.969149 INFO::Fitting model to feature number 480, F504 2024-04-16 00:29:34.972621 INFO::Fitting model to feature number 481, F505 2024-04-16 00:29:34.976119 INFO::Fitting model to feature number 482, F506 2024-04-16 00:29:34.979537 INFO::Fitting model to feature number 483, F507 2024-04-16 00:29:34.983009 INFO::Fitting model to feature number 484, F508 2024-04-16 00:29:34.986483 INFO::Fitting model to feature number 485, F509 2024-04-16 00:29:34.98989 INFO::Fitting model to feature number 486, F510 2024-04-16 00:29:34.993371 INFO::Fitting model to feature number 487, F511 2024-04-16 00:29:34.996899 INFO::Fitting model to feature number 488, F512 2024-04-16 00:29:35.000427 INFO::Fitting model to feature number 489, F513 2024-04-16 00:29:35.003943 INFO::Fitting model to feature number 490, F514 2024-04-16 00:29:35.007489 INFO::Fitting model to feature number 491, F515 2024-04-16 00:29:35.010996 INFO::Fitting model to feature number 492, F516 2024-04-16 00:29:35.014479 INFO::Fitting model to feature number 493, F517 2024-04-16 00:29:35.017961 INFO::Fitting model to feature number 494, F518 2024-04-16 00:29:35.021382 INFO::Fitting model to feature number 495, F519 2024-04-16 00:29:35.024972 INFO::Fitting model to feature number 496, F520 2024-04-16 00:29:35.028542 INFO::Fitting model to feature number 497, F521 2024-04-16 00:29:35.032114 INFO::Fitting model to feature number 498, F522 2024-04-16 00:29:35.035579 INFO::Fitting model to feature number 499, F523 2024-04-16 00:29:35.039055 INFO::Fitting model to feature number 500, F524 2024-04-16 00:29:35.042504 INFO::Fitting model to feature number 501, F525 2024-04-16 00:29:35.045872 INFO::Fitting model to feature number 502, F526 2024-04-16 00:29:35.049332 INFO::Fitting model to feature number 503, F527 2024-04-16 00:29:35.052793 INFO::Fitting model to feature number 504, F528 2024-04-16 00:29:35.056287 INFO::Fitting model to feature number 505, F529 2024-04-16 00:29:35.059797 INFO::Fitting model to feature number 506, F530 2024-04-16 00:29:35.063212 INFO::Fitting model to feature number 507, F531 2024-04-16 00:29:35.066667 INFO::Fitting model to feature number 508, F532 2024-04-16 00:29:35.070044 INFO::Fitting model to feature number 509, F533 2024-04-16 00:29:35.073525 INFO::Fitting model to feature number 510, F534 2024-04-16 00:29:35.076985 INFO::Fitting model to feature number 511, F535 2024-04-16 00:29:35.080447 INFO::Fitting model to feature number 512, F536 2024-04-16 00:29:35.083909 INFO::Fitting model to feature number 513, F537 2024-04-16 00:29:35.087381 INFO::Fitting model to feature number 514, F539 2024-04-16 00:29:35.090779 INFO::Fitting model to feature number 515, F540 2024-04-16 00:29:35.094222 INFO::Fitting model to feature number 516, F541 2024-04-16 00:29:35.097651 INFO::Fitting model to feature number 517, F543 2024-04-16 00:29:35.101058 INFO::Fitting model to feature number 518, F544 2024-04-16 00:29:35.104561 INFO::Fitting model to feature number 519, F545 2024-04-16 00:29:35.108001 INFO::Fitting model to feature number 520, F546 2024-04-16 00:29:35.111559 INFO::Fitting model to feature number 521, F547 2024-04-16 00:29:35.115193 INFO::Fitting model to feature number 522, F548 2024-04-16 00:29:35.118737 INFO::Fitting model to feature number 523, F549 2024-04-16 00:29:35.12228 INFO::Fitting model to feature number 524, F550 2024-04-16 00:29:35.125809 INFO::Fitting model to feature number 525, F551 2024-04-16 00:29:35.12933 INFO::Fitting model to feature number 526, F552 2024-04-16 00:29:35.13285 INFO::Fitting model to feature number 527, F553 2024-04-16 00:29:35.136363 INFO::Fitting model to feature number 528, F554 2024-04-16 00:29:35.139856 INFO::Fitting model to feature number 529, F555 2024-04-16 00:29:35.143333 INFO::Fitting model to feature number 530, F556 2024-04-16 00:29:35.146865 INFO::Fitting model to feature number 531, F557 2024-04-16 00:29:35.150348 INFO::Fitting model to feature number 532, F558 2024-04-16 00:29:35.1539 INFO::Fitting model to feature number 533, F559 2024-04-16 00:29:35.157459 INFO::Fitting model to feature number 534, F560 2024-04-16 00:29:35.160984 INFO::Fitting model to feature number 535, F561 2024-04-16 00:29:35.164428 INFO::Fitting model to feature number 536, F562 2024-04-16 00:29:35.167986 INFO::Fitting model to feature number 537, F563 2024-04-16 00:29:35.17153 INFO::Fitting model to feature number 538, F564 2024-04-16 00:29:35.175038 INFO::Fitting model to feature number 539, F566 2024-04-16 00:29:35.178558 INFO::Fitting model to feature number 540, F567 2024-04-16 00:29:35.182084 INFO::Fitting model to feature number 541, F568 2024-04-16 00:29:35.185622 INFO::Fitting model to feature number 542, F569 2024-04-16 00:29:35.189178 INFO::Fitting model to feature number 543, F570 2024-04-16 00:29:35.192678 INFO::Fitting model to feature number 544, F571 2024-04-16 00:29:35.196164 INFO::Fitting model to feature number 545, F572 2024-04-16 00:29:35.199691 INFO::Fitting model to feature number 546, F573 2024-04-16 00:29:35.203199 INFO::Fitting model to feature number 547, F574 2024-04-16 00:29:35.206715 INFO::Fitting model to feature number 548, F575 2024-04-16 00:29:35.210206 INFO::Fitting model to feature number 549, F576 2024-04-16 00:29:35.213621 INFO::Fitting model to feature number 550, F577 2024-04-16 00:29:35.217124 INFO::Fitting model to feature number 551, F578 2024-04-16 00:29:35.220546 INFO::Fitting model to feature number 552, F579 2024-04-16 00:29:35.224032 INFO::Fitting model to feature number 553, F580 2024-04-16 00:29:35.227535 INFO::Fitting model to feature number 554, F581 2024-04-16 00:29:35.231029 INFO::Fitting model to feature number 555, F582 2024-04-16 00:29:35.234509 INFO::Fitting model to feature number 556, F583 2024-04-16 00:29:35.237929 INFO::Fitting model to feature number 557, F584 2024-04-16 00:29:35.241341 INFO::Fitting model to feature number 558, F585 2024-04-16 00:29:35.244806 INFO::Fitting model to feature number 559, F586 2024-04-16 00:29:35.24826 INFO::Fitting model to feature number 560, F587 2024-04-16 00:29:35.251726 INFO::Fitting model to feature number 561, F588 2024-04-16 00:29:35.255234 INFO::Fitting model to feature number 562, F589 2024-04-16 00:29:35.258709 INFO::Fitting model to feature number 563, F590 2024-04-16 00:29:35.262182 INFO::Fitting model to feature number 564, F591 2024-04-16 00:29:35.265615 INFO::Fitting model to feature number 565, F592 2024-04-16 00:29:35.269062 INFO::Fitting model to feature number 566, F593 2024-04-16 00:29:35.300242 INFO::Fitting model to feature number 567, F594 2024-04-16 00:29:35.304775 INFO::Fitting model to feature number 568, F595 2024-04-16 00:29:35.30852 INFO::Fitting model to feature number 569, F596 2024-04-16 00:29:35.312214 INFO::Fitting model to feature number 570, F597 2024-04-16 00:29:35.315818 INFO::Fitting model to feature number 571, F598 2024-04-16 00:29:35.319386 INFO::Fitting model to feature number 572, F599 2024-04-16 00:29:35.322901 INFO::Fitting model to feature number 573, F600 2024-04-16 00:29:35.326405 INFO::Fitting model to feature number 574, F601 2024-04-16 00:29:35.329869 INFO::Fitting model to feature number 575, F602 2024-04-16 00:29:35.333358 INFO::Fitting model to feature number 576, F603 2024-04-16 00:29:35.336819 INFO::Fitting model to feature number 577, F605 2024-04-16 00:29:35.340303 INFO::Fitting model to feature number 578, F606 2024-04-16 00:29:35.343713 INFO::Fitting model to feature number 579, F607 2024-04-16 00:29:35.347155 INFO::Fitting model to feature number 580, F608 2024-04-16 00:29:35.350603 INFO::Fitting model to feature number 581, F609 2024-04-16 00:29:35.354024 INFO::Fitting model to feature number 582, F610 2024-04-16 00:29:35.357408 INFO::Fitting model to feature number 583, F611 2024-04-16 00:29:35.360795 INFO::Fitting model to feature number 584, F612 2024-04-16 00:29:35.364176 INFO::Fitting model to feature number 585, F613 2024-04-16 00:29:35.367634 INFO::Fitting model to feature number 586, F614 2024-04-16 00:29:35.371099 INFO::Fitting model to feature number 587, F615 2024-04-16 00:29:35.374549 INFO::Fitting model to feature number 588, F616 2024-04-16 00:29:35.377999 INFO::Fitting model to feature number 589, F617 2024-04-16 00:29:35.381408 INFO::Fitting model to feature number 590, F618 2024-04-16 00:29:35.384827 INFO::Fitting model to feature number 591, F619 2024-04-16 00:29:35.388259 INFO::Fitting model to feature number 592, F620 2024-04-16 00:29:35.391808 INFO::Fitting model to feature number 593, F621 2024-04-16 00:29:35.395343 INFO::Fitting model to feature number 594, F622 2024-04-16 00:29:35.398887 INFO::Fitting model to feature number 595, F623 2024-04-16 00:29:35.402445 INFO::Fitting model to feature number 596, F624 2024-04-16 00:29:35.40585 INFO::Fitting model to feature number 597, F625 2024-04-16 00:29:35.409265 INFO::Fitting model to feature number 598, F626 2024-04-16 00:29:35.412653 INFO::Fitting model to feature number 599, F627 2024-04-16 00:29:35.416126 INFO::Fitting model to feature number 600, F628 2024-04-16 00:29:35.419549 INFO::Fitting model to feature number 601, F629 2024-04-16 00:29:35.422981 INFO::Fitting model to feature number 602, F630 2024-04-16 00:29:35.42634 INFO::Fitting model to feature number 603, F631 2024-04-16 00:29:35.429739 INFO::Fitting model to feature number 604, F632 2024-04-16 00:29:35.433139 INFO::Fitting model to feature number 605, F633 2024-04-16 00:29:35.436514 INFO::Fitting model to feature number 606, F634 2024-04-16 00:29:35.439798 INFO::Fitting model to feature number 607, F635 2024-04-16 00:29:35.443113 INFO::Fitting model to feature number 608, F636 2024-04-16 00:29:35.44641 INFO::Fitting model to feature number 609, F637 2024-04-16 00:29:35.449757 INFO::Fitting model to feature number 610, F638 2024-04-16 00:29:35.453102 INFO::Fitting model to feature number 611, F639 2024-04-16 00:29:35.456464 INFO::Fitting model to feature number 612, F640 2024-04-16 00:29:35.459759 INFO::Fitting model to feature number 613, F641 2024-04-16 00:29:35.463107 INFO::Fitting model to feature number 614, F642 2024-04-16 00:29:35.46645 INFO::Fitting model to feature number 615, F643 2024-04-16 00:29:35.469784 INFO::Fitting model to feature number 616, F644 2024-04-16 00:29:35.47314 INFO::Fitting model to feature number 617, F645 2024-04-16 00:29:35.476522 INFO::Fitting model to feature number 618, F646 2024-04-16 00:29:35.479912 INFO::Fitting model to feature number 619, F647 2024-04-16 00:29:35.483228 INFO::Fitting model to feature number 620, F648 2024-04-16 00:29:35.486588 INFO::Fitting model to feature number 621, F649 2024-04-16 00:29:35.489939 INFO::Fitting model to feature number 622, F650 2024-04-16 00:29:35.493289 INFO::Fitting model to feature number 623, F651 2024-04-16 00:29:35.496591 INFO::Fitting model to feature number 624, F652 2024-04-16 00:29:35.499901 INFO::Fitting model to feature number 625, F653 2024-04-16 00:29:35.503246 INFO::Fitting model to feature number 626, F654 2024-04-16 00:29:35.506532 INFO::Fitting model to feature number 627, F655 2024-04-16 00:29:35.509881 INFO::Fitting model to feature number 628, F656 2024-04-16 00:29:35.513252 INFO::Fitting model to feature number 629, F657 2024-04-16 00:29:35.516613 INFO::Fitting model to feature number 630, F658 2024-04-16 00:29:35.519959 INFO::Fitting model to feature number 631, F659 2024-04-16 00:29:35.523343 INFO::Fitting model to feature number 632, F660 2024-04-16 00:29:35.526717 INFO::Fitting model to feature number 633, F661 2024-04-16 00:29:35.530007 INFO::Fitting model to feature number 634, F662 2024-04-16 00:29:35.533383 INFO::Fitting model to feature number 635, F663 2024-04-16 00:29:35.536688 INFO::Fitting model to feature number 636, F664 2024-04-16 00:29:35.540073 INFO::Fitting model to feature number 637, F665 2024-04-16 00:29:35.543454 INFO::Fitting model to feature number 638, F666 2024-04-16 00:29:35.546847 INFO::Fitting model to feature number 639, F667 2024-04-16 00:29:35.550185 INFO::Fitting model to feature number 640, F668 2024-04-16 00:29:35.553548 INFO::Fitting model to feature number 641, F669 2024-04-16 00:29:35.556938 INFO::Fitting model to feature number 642, F670 2024-04-16 00:29:35.56034 INFO::Fitting model to feature number 643, F671 2024-04-16 00:29:35.563756 INFO::Fitting model to feature number 644, F672 2024-04-16 00:29:35.567173 INFO::Fitting model to feature number 645, F673 2024-04-16 00:29:35.570586 INFO::Fitting model to feature number 646, F674 2024-04-16 00:29:35.57396 INFO::Fitting model to feature number 647, F675 2024-04-16 00:29:35.57734 INFO::Fitting model to feature number 648, F676 2024-04-16 00:29:35.580724 INFO::Fitting model to feature number 649, F677 2024-04-16 00:29:35.584162 INFO::Fitting model to feature number 650, F678 2024-04-16 00:29:35.587585 INFO::Fitting model to feature number 651, F679 2024-04-16 00:29:35.591018 INFO::Fitting model to feature number 652, F680 2024-04-16 00:29:35.594482 INFO::Fitting model to feature number 653, F681 2024-04-16 00:29:35.597911 INFO::Fitting model to feature number 654, F682 2024-04-16 00:29:35.601377 INFO::Fitting model to feature number 655, F683 2024-04-16 00:29:35.604825 INFO::Fitting model to feature number 656, F684 2024-04-16 00:29:35.608204 INFO::Fitting model to feature number 657, F685 2024-04-16 00:29:35.611643 INFO::Fitting model to feature number 658, F686 2024-04-16 00:29:35.615096 INFO::Fitting model to feature number 659, F687 2024-04-16 00:29:35.618528 INFO::Fitting model to feature number 660, F688 2024-04-16 00:29:35.621949 INFO::Fitting model to feature number 661, F689 2024-04-16 00:29:35.625328 INFO::Fitting model to feature number 662, F690 2024-04-16 00:29:35.628746 INFO::Fitting model to feature number 663, F691 2024-04-16 00:29:35.632196 INFO::Fitting model to feature number 664, F692 2024-04-16 00:29:35.635639 INFO::Fitting model to feature number 665, F693 2024-04-16 00:29:35.639005 INFO::Fitting model to feature number 666, F694 2024-04-16 00:29:35.64246 INFO::Fitting model to feature number 667, F695 2024-04-16 00:29:35.645912 INFO::Fitting model to feature number 668, F696 2024-04-16 00:29:35.649394 INFO::Fitting model to feature number 669, F697 2024-04-16 00:29:35.65283 INFO::Fitting model to feature number 670, F698 2024-04-16 00:29:35.656249 INFO::Fitting model to feature number 671, F699 2024-04-16 00:29:35.659742 INFO::Fitting model to feature number 672, F700 2024-04-16 00:29:35.663306 INFO::Fitting model to feature number 673, F701 2024-04-16 00:29:35.666838 INFO::Fitting model to feature number 674, F702 2024-04-16 00:29:35.67031 INFO::Fitting model to feature number 675, F704 2024-04-16 00:29:35.673739 INFO::Fitting model to feature number 676, F705 2024-04-16 00:29:35.677194 INFO::Fitting model to feature number 677, F706 2024-04-16 00:29:35.680508 INFO::Fitting model to feature number 678, F707 2024-04-16 00:29:35.68388 INFO::Fitting model to feature number 679, F708 2024-04-16 00:29:35.68725 INFO::Fitting model to feature number 680, F709 2024-04-16 00:29:35.69061 INFO::Fitting model to feature number 681, F710 2024-04-16 00:29:35.693966 INFO::Fitting model to feature number 682, F711 2024-04-16 00:29:35.697277 INFO::Fitting model to feature number 683, F712 2024-04-16 00:29:35.700593 INFO::Fitting model to feature number 684, F713 2024-04-16 00:29:35.703916 INFO::Fitting model to feature number 685, F714 2024-04-16 00:29:35.707299 INFO::Fitting model to feature number 686, F715 2024-04-16 00:29:35.710666 INFO::Fitting model to feature number 687, F716 2024-04-16 00:29:35.714002 INFO::Fitting model to feature number 688, F717 2024-04-16 00:29:35.71732 INFO::Fitting model to feature number 689, F718 2024-04-16 00:29:35.720681 INFO::Fitting model to feature number 690, F719 2024-04-16 00:29:35.723984 INFO::Fitting model to feature number 691, F720 2024-04-16 00:29:35.727349 INFO::Fitting model to feature number 692, F721 2024-04-16 00:29:35.730691 INFO::Fitting model to feature number 693, F722 2024-04-16 00:29:35.734053 INFO::Fitting model to feature number 694, F723 2024-04-16 00:29:35.737409 INFO::Fitting model to feature number 695, F724 2024-04-16 00:29:35.740775 INFO::Fitting model to feature number 696, F725 2024-04-16 00:29:35.744107 INFO::Fitting model to feature number 697, F726 2024-04-16 00:29:35.747495 INFO::Fitting model to feature number 698, F727 2024-04-16 00:29:35.750869 INFO::Fitting model to feature number 699, F728 2024-04-16 00:29:35.754239 INFO::Fitting model to feature number 700, F729 2024-04-16 00:29:35.757612 INFO::Fitting model to feature number 701, F730 2024-04-16 00:29:35.760987 INFO::Fitting model to feature number 702, F731 2024-04-16 00:29:35.764354 INFO::Fitting model to feature number 703, F732 2024-04-16 00:29:35.767727 INFO::Fitting model to feature number 704, F733 2024-04-16 00:29:35.771086 INFO::Fitting model to feature number 705, F734 2024-04-16 00:29:35.774522 INFO::Fitting model to feature number 706, F735 2024-04-16 00:29:35.777924 INFO::Fitting model to feature number 707, F736 2024-04-16 00:29:35.781293 INFO::Fitting model to feature number 708, F737 2024-04-16 00:29:35.784598 INFO::Fitting model to feature number 709, F739 2024-04-16 00:29:35.790032 INFO::Fitting model to feature number 710, F740 2024-04-16 00:29:35.794176 INFO::Fitting model to feature number 711, F741 2024-04-16 00:29:35.797908 INFO::Fitting model to feature number 712, F742 2024-04-16 00:29:35.801642 INFO::Fitting model to feature number 713, F743 2024-04-16 00:29:35.805534 INFO::Fitting model to feature number 714, F744 2024-04-16 00:29:35.809427 INFO::Fitting model to feature number 715, F745 2024-04-16 00:29:35.813334 INFO::Fitting model to feature number 716, F746 2024-04-16 00:29:35.817027 INFO::Fitting model to feature number 717, F747 2024-04-16 00:29:35.820849 INFO::Fitting model to feature number 718, F748 2024-04-16 00:29:35.824713 INFO::Fitting model to feature number 719, F749 2024-04-16 00:29:35.828577 INFO::Fitting model to feature number 720, F750 2024-04-16 00:29:35.832349 INFO::Fitting model to feature number 721, F751 2024-04-16 00:29:35.83612 INFO::Fitting model to feature number 722, F752 2024-04-16 00:29:35.839943 INFO::Fitting model to feature number 723, F753 2024-04-16 00:29:35.844113 INFO::Fitting model to feature number 724, F754 2024-04-16 00:29:35.847638 INFO::Fitting model to feature number 725, F755 2024-04-16 00:29:35.851256 INFO::Fitting model to feature number 726, F756 2024-04-16 00:29:35.854862 INFO::Fitting model to feature number 727, F757 2024-04-16 00:29:35.858323 INFO::Fitting model to feature number 728, F758 2024-04-16 00:29:35.861832 INFO::Fitting model to feature number 729, F759 2024-04-16 00:29:35.865399 INFO::Fitting model to feature number 730, F760 2024-04-16 00:29:35.868982 INFO::Fitting model to feature number 731, F761 2024-04-16 00:29:35.872521 INFO::Fitting model to feature number 732, F762 2024-04-16 00:29:35.876021 INFO::Fitting model to feature number 733, F763 2024-04-16 00:29:35.879563 INFO::Fitting model to feature number 734, F764 2024-04-16 00:29:35.883069 INFO::Fitting model to feature number 735, F765 2024-04-16 00:29:35.886563 INFO::Fitting model to feature number 736, F766 2024-04-16 00:29:35.889983 INFO::Fitting model to feature number 737, F767 2024-04-16 00:29:35.89346 INFO::Fitting model to feature number 738, F768 2024-04-16 00:29:35.896873 INFO::Fitting model to feature number 739, F769 2024-04-16 00:29:35.900346 INFO::Fitting model to feature number 740, F770 2024-04-16 00:29:35.903803 INFO::Fitting model to feature number 741, F771 2024-04-16 00:29:35.907184 INFO::Fitting model to feature number 742, F772 2024-04-16 00:29:35.910638 INFO::Fitting model to feature number 743, F773 2024-04-16 00:29:35.91414 INFO::Fitting model to feature number 744, F774 2024-04-16 00:29:35.917635 INFO::Fitting model to feature number 745, F775 2024-04-16 00:29:35.921145 INFO::Fitting model to feature number 746, F776 2024-04-16 00:29:35.924585 INFO::Fitting model to feature number 747, F777 2024-04-16 00:29:35.928056 INFO::Fitting model to feature number 748, F778 2024-04-16 00:29:35.931547 INFO::Fitting model to feature number 749, F779 2024-04-16 00:29:35.935046 INFO::Fitting model to feature number 750, F780 2024-04-16 00:29:35.938483 INFO::Fitting model to feature number 751, F781 2024-04-16 00:29:35.941915 INFO::Fitting model to feature number 752, F782 2024-04-16 00:29:35.945403 INFO::Fitting model to feature number 753, F783 2024-04-16 00:29:35.948866 INFO::Fitting model to feature number 754, F784 2024-04-16 00:29:35.952359 INFO::Fitting model to feature number 755, F785 2024-04-16 00:29:35.955866 INFO::Fitting model to feature number 756, F786 2024-04-16 00:29:35.959288 INFO::Fitting model to feature number 757, F787 2024-04-16 00:29:35.962769 INFO::Fitting model to feature number 758, F788 2024-04-16 00:29:35.966255 INFO::Fitting model to feature number 759, F789 2024-04-16 00:29:35.96967 INFO::Fitting model to feature number 760, F790 2024-04-16 00:29:35.973196 INFO::Fitting model to feature number 761, F791 2024-04-16 00:29:35.976635 INFO::Fitting model to feature number 762, F792 2024-04-16 00:29:35.980148 INFO::Fitting model to feature number 763, F793 2024-04-16 00:29:35.983622 INFO::Fitting model to feature number 764, F794 2024-04-16 00:29:35.987112 INFO::Fitting model to feature number 765, F795 2024-04-16 00:29:35.9906 INFO::Fitting model to feature number 766, F796 2024-04-16 00:29:35.994075 INFO::Fitting model to feature number 767, F797 2024-04-16 00:29:35.997546 INFO::Fitting model to feature number 768, F798 2024-04-16 00:29:36.00101 INFO::Fitting model to feature number 769, F799 2024-04-16 00:29:36.004495 INFO::Fitting model to feature number 770, F800 2024-04-16 00:29:36.007938 INFO::Fitting model to feature number 771, F801 2024-04-16 00:29:36.011383 INFO::Fitting model to feature number 772, F802 2024-04-16 00:29:36.014853 INFO::Fitting model to feature number 773, F803 2024-04-16 00:29:36.018364 INFO::Fitting model to feature number 774, F804 2024-04-16 00:29:36.021899 INFO::Fitting model to feature number 775, F805 2024-04-16 00:29:36.025375 INFO::Fitting model to feature number 776, F806 2024-04-16 00:29:36.028857 INFO::Fitting model to feature number 777, F808 2024-04-16 00:29:36.032341 INFO::Fitting model to feature number 778, F809 2024-04-16 00:29:36.03585 INFO::Fitting model to feature number 779, F810 2024-04-16 00:29:36.039355 INFO::Fitting model to feature number 780, F811 2024-04-16 00:29:36.042845 INFO::Fitting model to feature number 781, F812 2024-04-16 00:29:36.046348 INFO::Fitting model to feature number 782, F813 2024-04-16 00:29:36.049846 INFO::Fitting model to feature number 783, F814 2024-04-16 00:29:36.053353 INFO::Fitting model to feature number 784, F815 2024-04-16 00:29:36.05687 INFO::Fitting model to feature number 785, F816 2024-04-16 00:29:36.06047 INFO::Fitting model to feature number 786, F817 2024-04-16 00:29:36.063988 INFO::Fitting model to feature number 787, F818 2024-04-16 00:29:36.06746 INFO::Fitting model to feature number 788, F819 2024-04-16 00:29:36.070942 INFO::Fitting model to feature number 789, F820 2024-04-16 00:29:36.074442 INFO::Fitting model to feature number 790, F821 2024-04-16 00:29:36.077916 INFO::Fitting model to feature number 791, F822 2024-04-16 00:29:36.081327 INFO::Fitting model to feature number 792, F823 2024-04-16 00:29:36.08483 INFO::Fitting model to feature number 793, F824 2024-04-16 00:29:36.088364 INFO::Fitting model to feature number 794, F825 2024-04-16 00:29:36.09199 INFO::Fitting model to feature number 795, F826 2024-04-16 00:29:36.095645 INFO::Fitting model to feature number 796, F827 2024-04-16 00:29:36.099276 INFO::Fitting model to feature number 797, F828 2024-04-16 00:29:36.102861 INFO::Fitting model to feature number 798, F829 2024-04-16 00:29:36.106481 INFO::Fitting model to feature number 799, F830 2024-04-16 00:29:36.110066 INFO::Fitting model to feature number 800, F831 2024-04-16 00:29:36.11365 INFO::Fitting model to feature number 801, F832 2024-04-16 00:29:36.117314 INFO::Fitting model to feature number 802, F833 2024-04-16 00:29:36.120916 INFO::Fitting model to feature number 803, F834 2024-04-16 00:29:36.124516 INFO::Fitting model to feature number 804, F835 2024-04-16 00:29:36.128149 INFO::Fitting model to feature number 805, F836 2024-04-16 00:29:36.131703 INFO::Fitting model to feature number 806, F837 2024-04-16 00:29:36.135222 INFO::Fitting model to feature number 807, F838 2024-04-16 00:29:36.138703 INFO::Fitting model to feature number 808, F839 2024-04-16 00:29:36.142191 INFO::Fitting model to feature number 809, F840 2024-04-16 00:29:36.145709 INFO::Fitting model to feature number 810, F841 2024-04-16 00:29:36.149204 INFO::Fitting model to feature number 811, F842 2024-04-16 00:29:36.15267 INFO::Fitting model to feature number 812, F843 2024-04-16 00:29:36.156196 INFO::Fitting model to feature number 813, F844 2024-04-16 00:29:36.159745 INFO::Fitting model to feature number 814, F845 2024-04-16 00:29:36.163307 INFO::Fitting model to feature number 815, F846 2024-04-16 00:29:36.166786 INFO::Fitting model to feature number 816, F847 2024-04-16 00:29:36.170309 INFO::Fitting model to feature number 817, F848 2024-04-16 00:29:36.173827 INFO::Fitting model to feature number 818, F849 2024-04-16 00:29:36.177341 INFO::Fitting model to feature number 819, F850 2024-04-16 00:29:36.180927 INFO::Fitting model to feature number 820, F851 2024-04-16 00:29:36.184569 INFO::Fitting model to feature number 821, F852 2024-04-16 00:29:36.188203 INFO::Fitting model to feature number 822, F853 2024-04-16 00:29:36.191731 INFO::Fitting model to feature number 823, F854 2024-04-16 00:29:36.195275 INFO::Fitting model to feature number 824, F855 2024-04-16 00:29:36.199018 INFO::Fitting model to feature number 825, F856 2024-04-16 00:29:36.20273 INFO::Fitting model to feature number 826, F857 2024-04-16 00:29:36.206445 INFO::Fitting model to feature number 827, F858 2024-04-16 00:29:36.21006 INFO::Fitting model to feature number 828, F859 2024-04-16 00:29:36.213714 INFO::Fitting model to feature number 829, F860 2024-04-16 00:29:36.217337 INFO::Fitting model to feature number 830, F861 2024-04-16 00:29:36.22093 INFO::Fitting model to feature number 831, F862 2024-04-16 00:29:36.224395 INFO::Fitting model to feature number 832, F863 2024-04-16 00:29:36.227883 INFO::Fitting model to feature number 833, F864 2024-04-16 00:29:36.23136 INFO::Fitting model to feature number 834, F865 2024-04-16 00:29:36.234819 INFO::Fitting model to feature number 835, F866 2024-04-16 00:29:36.238249 INFO::Fitting model to feature number 836, F867 2024-04-16 00:29:36.241654 INFO::Fitting model to feature number 837, F868 2024-04-16 00:29:36.245131 INFO::Fitting model to feature number 838, F869 2024-04-16 00:29:36.248637 INFO::Fitting model to feature number 839, F870 2024-04-16 00:29:36.252103 INFO::Fitting model to feature number 840, F871 2024-04-16 00:29:36.255579 INFO::Fitting model to feature number 841, F872 2024-04-16 00:29:36.259072 INFO::Fitting model to feature number 842, F873 2024-04-16 00:29:36.262536 INFO::Fitting model to feature number 843, F874 2024-04-16 00:29:36.266036 INFO::Fitting model to feature number 844, F875 2024-04-16 00:29:36.269514 INFO::Fitting model to feature number 845, F876 2024-04-16 00:29:36.273031 INFO::Fitting model to feature number 846, F877 2024-04-16 00:29:36.276515 INFO::Fitting model to feature number 847, F878 2024-04-16 00:29:36.279938 INFO::Fitting model to feature number 848, F879 2024-04-16 00:29:36.283465 INFO::Fitting model to feature number 849, F880 2024-04-16 00:29:36.286907 INFO::Fitting model to feature number 850, F881 2024-04-16 00:29:36.290406 INFO::Fitting model to feature number 851, F882 2024-04-16 00:29:36.293903 INFO::Fitting model to feature number 852, F883 2024-04-16 00:29:36.297412 INFO::Fitting model to feature number 853, F884 2024-04-16 00:29:36.300878 INFO::Fitting model to feature number 854, F885 2024-04-16 00:29:36.304368 INFO::Fitting model to feature number 855, F886 2024-04-16 00:29:36.307849 INFO::Fitting model to feature number 856, F887 2024-04-16 00:29:36.311335 INFO::Fitting model to feature number 857, F888 2024-04-16 00:29:36.31486 INFO::Fitting model to feature number 858, F889 2024-04-16 00:29:36.318353 INFO::Fitting model to feature number 859, F890 2024-04-16 00:29:36.321782 INFO::Fitting model to feature number 860, F891 2024-04-16 00:29:36.325193 INFO::Fitting model to feature number 861, F892 2024-04-16 00:29:36.328683 INFO::Fitting model to feature number 862, F893 2024-04-16 00:29:36.332192 INFO::Fitting model to feature number 863, F894 2024-04-16 00:29:36.335723 INFO::Fitting model to feature number 864, F895 2024-04-16 00:29:36.339237 INFO::Fitting model to feature number 865, F896 2024-04-16 00:29:36.342727 INFO::Fitting model to feature number 866, F897 2024-04-16 00:29:36.346171 INFO::Fitting model to feature number 867, F898 2024-04-16 00:29:36.349667 INFO::Fitting model to feature number 868, F899 2024-04-16 00:29:36.353124 INFO::Fitting model to feature number 869, F900 2024-04-16 00:29:36.530068 INFO::Counting total values for each feature 2024-04-16 00:29:36.646324 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-04-16 00:29:36.795526 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-04-16 00:29:36.940852 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-04-16 00:29:37.085581 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-04-16 00:29:37.087567 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-04-16 00:29:37.135304 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-04-16 00:29:37.137108 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-04-16 00:29:37.17747 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-04-16 00:29:37.199012 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): maaslin2_output/significant_results.tsv 2024-04-16 00:29:37.208791 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf [ FAIL 0 | WARN 0 | SKIP 0 | PASS 20 ] > > proc.time() user system elapsed 57.140 1.956 76.442
Macarron.Rcheck/Macarron-Ex.timings
name | user | system | elapsed | |
Macarron | 13.175 | 0.917 | 14.056 | |
calAVA | 5.802 | 0.144 | 5.945 | |
calES | 6.831 | 0.116 | 6.946 | |
calQval | 7.948 | 0.248 | 8.197 | |
decorateID | 1.183 | 0.080 | 98.514 | |
findMacMod | 4.193 | 0.653 | 4.846 | |
makeDisMat | 1.835 | 0.064 | 1.899 | |
prepInput | 0.057 | 0.004 | 0.060 | |
prioritize | 9.489 | 0.443 | 9.932 | |
showBest | 9.435 | 0.237 | 9.672 | |