Back to Multiple platform build/check report for BioC 3.19: simplified long |
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This page was generated on 2024-05-09 11:41:02 -0400 (Thu, 09 May 2024).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo1 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | 4.4.0 (2024-04-24) -- "Puppy Cup" | 4748 |
palomino3 | Windows Server 2022 Datacenter | x64 | 4.4.0 (2024-04-24 ucrt) -- "Puppy Cup" | 4484 |
lconway | macOS 12.7.1 Monterey | x86_64 | 4.4.0 (2024-04-24) -- "Puppy Cup" | 4514 |
kunpeng2 | Linux (openEuler 22.03 LTS-SP1) | aarch64 | 4.4.0 beta (2024-04-15 r86425) -- "Puppy Cup" | 4480 |
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 1139/2300 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
Macarron 1.8.0 (landing page) Sagun Maharjan
| nebbiolo1 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | WARNINGS | |||||||||
palomino3 | Windows Server 2022 Datacenter / x64 | OK | OK | WARNINGS | OK | |||||||||
lconway | macOS 12.7.1 Monterey / x86_64 | OK | OK | WARNINGS | OK | |||||||||
kunpeng2 | Linux (openEuler 22.03 LTS-SP1) / aarch64 | OK | OK | WARNINGS | ||||||||||
kjohnson3 | macOS 13.6.5 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. - See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host. |
Package: Macarron |
Version: 1.8.0 |
Command: /home/biocbuild/R/R-beta-2024-04-15_r86425/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/R/R-beta-2024-04-15_r86425/site-library --no-vignettes --timings Macarron_1.8.0.tar.gz |
StartedAt: 2024-05-09 08:56:35 -0000 (Thu, 09 May 2024) |
EndedAt: 2024-05-09 09:05:06 -0000 (Thu, 09 May 2024) |
EllapsedTime: 511.0 seconds |
RetCode: 0 |
Status: WARNINGS |
CheckDir: Macarron.Rcheck |
Warnings: 1 |
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/R/R-beta-2024-04-15_r86425/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/R/R-beta-2024-04-15_r86425/site-library --no-vignettes --timings Macarron_1.8.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/home/biocbuild/bbs-3.19-bioc/meat/Macarron.Rcheck’ * using R version 4.4.0 beta (2024-04-15 r86425) * using platform: aarch64-unknown-linux-gnu * R was compiled by gcc (GCC) 10.3.1 GNU Fortran (GCC) 10.3.1 * running under: openEuler 22.03 (LTS-SP1) * using session charset: UTF-8 * using option ‘--no-vignettes’ * checking for file ‘Macarron/DESCRIPTION’ ... OK * this is package ‘Macarron’ version ‘1.8.0’ * 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 code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking loading without being on the library search path ... OK * checking dependencies in R code ... 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 20.696 0.340 21.074 prioritize 16.644 0.223 16.899 showBest 15.296 0.128 15.450 calES 12.676 0.176 12.885 calQval 12.506 0.096 12.631 calAVA 8.944 0.059 9.024 findMacMod 5.818 0.032 5.858 decorateID 0.338 0.036 89.743 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 1 WARNING, 1 NOTE See ‘/home/biocbuild/bbs-3.19-bioc/meat/Macarron.Rcheck/00check.log’ for details.
Macarron.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/R/R-beta-2024-04-15_r86425/bin/R CMD INSTALL Macarron ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/R/R-beta-2024-04-15_r86425/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 4.4.0 beta (2024-04-15 r86425) -- "Puppy Cup" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: aarch64-unknown-linux-gnu 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, 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") 2024-05-09 09:02:45.622156 INFO::Creating output folder. 2024-05-09 09:02:45.692885 INFO::Writing function arguments to log file 2024-05-09 09:02:45.778444 INFO::Summarized Experiment created. 2024-05-09 09:02:45.781114 INFO::Metadata chosen for prevalence filtering: diagnosis 2024-05-09 09:02:54.499059 INFO::Distance matrix with 869 metabolic features created. 2024-05-09 09:02:54.50087 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. 2024-05-09 09:02:57.41287 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" 2024-05-09 09:03:00.748641 INFO::Writing function arguments to log file 2024-05-09 09:03:00.75706 INFO::Verifying options selected are valid 2024-05-09 09:03:00.816389 INFO::Determining format of input files 2024-05-09 09:03:00.818083 INFO::Input format is data samples as columns and metadata samples as rows 2024-05-09 09:03:00.845679 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-05-09 09:03:00.848304 INFO::Filter data based on min abundance and min prevalence 2024-05-09 09:03:00.849642 INFO::Total samples in data: 102 2024-05-09 09:03:00.850829 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-05-09 09:03:00.874659 INFO::Total filtered features: 0 2024-05-09 09:03:00.876353 INFO::Filtered feature names from abundance and prevalence filtering: 2024-05-09 09:03:00.922114 INFO::Total filtered features with variance filtering: 0 2024-05-09 09:03:00.923845 INFO::Filtered feature names from variance filtering: 2024-05-09 09:03:00.925151 INFO::Running selected normalization method: NONE 2024-05-09 09:03:00.926462 INFO::Applying z-score to standardize continuous metadata 2024-05-09 09:03:00.950846 INFO::Running selected transform method: NONE 2024-05-09 09:03:00.952497 INFO::Running selected analysis method: LM 2024-05-09 09:03:00.959728 INFO::Fitting model to feature number 1, F1 2024-05-09 09:03:00.972953 INFO::Fitting model to feature number 2, F2 2024-05-09 09:03:00.978981 INFO::Fitting model to feature number 3, F3 2024-05-09 09:03:00.984981 INFO::Fitting model to feature number 4, F4 2024-05-09 09:03:00.990984 INFO::Fitting model to feature number 5, F5 2024-05-09 09:03:00.996994 INFO::Fitting model to feature number 6, F6 2024-05-09 09:03:01.002937 INFO::Fitting model to feature number 7, F7 2024-05-09 09:03:01.008928 INFO::Fitting model to feature number 8, F8 2024-05-09 09:03:01.014892 INFO::Fitting model to feature number 9, F9 2024-05-09 09:03:01.020865 INFO::Fitting model to feature number 10, F10 2024-05-09 09:03:01.026832 INFO::Fitting model to feature number 11, F11 2024-05-09 09:03:01.03269 INFO::Fitting model to feature number 12, F12 2024-05-09 09:03:01.038588 INFO::Fitting model to feature number 13, F13 2024-05-09 09:03:01.044491 INFO::Fitting model to feature number 14, F14 2024-05-09 09:03:01.050361 INFO::Fitting model to feature number 15, F15 2024-05-09 09:03:01.056254 INFO::Fitting model to feature number 16, F16 2024-05-09 09:03:01.062126 INFO::Fitting model to feature number 17, F17 2024-05-09 09:03:01.067944 INFO::Fitting model to feature number 18, F18 2024-05-09 09:03:01.073775 INFO::Fitting model to feature number 19, F19 2024-05-09 09:03:01.079601 INFO::Fitting model to feature number 20, F20 2024-05-09 09:03:01.085405 INFO::Fitting model to feature number 21, F21 2024-05-09 09:03:01.091265 INFO::Fitting model to feature number 22, F22 2024-05-09 09:03:01.09716 INFO::Fitting model to feature number 23, F23 2024-05-09 09:03:01.102942 INFO::Fitting model to feature number 24, F24 2024-05-09 09:03:01.108796 INFO::Fitting model to feature number 25, F25 2024-05-09 09:03:01.114598 INFO::Fitting model to feature number 26, F26 2024-05-09 09:03:01.120457 INFO::Fitting model to feature number 27, F27 2024-05-09 09:03:01.126267 INFO::Fitting model to feature number 28, F28 2024-05-09 09:03:01.132087 INFO::Fitting model to feature number 29, F29 2024-05-09 09:03:01.137898 INFO::Fitting model to feature number 30, F30 2024-05-09 09:03:01.143724 INFO::Fitting model to feature number 31, F31 2024-05-09 09:03:01.149508 INFO::Fitting model to feature number 32, F32 2024-05-09 09:03:01.15538 INFO::Fitting model to feature number 33, F33 2024-05-09 09:03:01.161399 INFO::Fitting model to feature number 34, F34 2024-05-09 09:03:01.167501 INFO::Fitting model to feature number 35, F35 2024-05-09 09:03:01.173713 INFO::Fitting model to feature number 36, F36 2024-05-09 09:03:01.179933 INFO::Fitting model to feature number 37, F37 2024-05-09 09:03:01.18608 INFO::Fitting model to feature number 38, F38 2024-05-09 09:03:01.192234 INFO::Fitting model to feature number 39, F39 2024-05-09 09:03:01.198441 INFO::Fitting model to feature number 40, F40 2024-05-09 09:03:01.204648 INFO::Fitting model to feature number 41, F41 2024-05-09 09:03:01.210839 INFO::Fitting model to feature number 42, F43 2024-05-09 09:03:01.217074 INFO::Fitting model to feature number 43, F44 2024-05-09 09:03:01.223227 INFO::Fitting model to feature number 44, F45 2024-05-09 09:03:01.229388 INFO::Fitting model to feature number 45, F46 2024-05-09 09:03:01.235566 INFO::Fitting model to feature number 46, F47 2024-05-09 09:03:01.241713 INFO::Fitting model to feature number 47, F48 2024-05-09 09:03:01.247876 INFO::Fitting model to feature number 48, F49 2024-05-09 09:03:01.25424 INFO::Fitting model to feature number 49, F50 2024-05-09 09:03:01.260824 INFO::Fitting model to feature number 50, F51 2024-05-09 09:03:01.267378 INFO::Fitting model to feature number 51, F52 2024-05-09 09:03:01.27389 INFO::Fitting model to feature number 52, F53 2024-05-09 09:03:01.279953 INFO::Fitting model to feature number 53, F54 2024-05-09 09:03:01.285851 INFO::Fitting model to feature number 54, F55 2024-05-09 09:03:01.291757 INFO::Fitting model to feature number 55, F56 2024-05-09 09:03:01.297591 INFO::Fitting model to feature number 56, F57 2024-05-09 09:03:01.303543 INFO::Fitting model to feature number 57, F58 2024-05-09 09:03:01.30936 INFO::Fitting model to feature number 58, F59 2024-05-09 09:03:01.315141 INFO::Fitting model to feature number 59, F60 2024-05-09 09:03:01.320822 INFO::Fitting model to feature number 60, F63 2024-05-09 09:03:01.326448 INFO::Fitting model to feature number 61, F64 2024-05-09 09:03:01.332101 INFO::Fitting model to feature number 62, F65 2024-05-09 09:03:01.337844 INFO::Fitting model to feature number 63, F66 2024-05-09 09:03:01.343572 INFO::Fitting model to feature number 64, F67 2024-05-09 09:03:01.349302 INFO::Fitting model to feature number 65, F68 2024-05-09 09:03:01.354965 INFO::Fitting model to feature number 66, F69 2024-05-09 09:03:01.360653 INFO::Fitting model to feature number 67, F70 2024-05-09 09:03:01.366347 INFO::Fitting model to feature number 68, F71 2024-05-09 09:03:01.372097 INFO::Fitting model to feature number 69, F72 2024-05-09 09:03:01.377808 INFO::Fitting model to feature number 70, F73 2024-05-09 09:03:01.383506 INFO::Fitting model to feature number 71, F74 2024-05-09 09:03:01.389241 INFO::Fitting model to feature number 72, F76 2024-05-09 09:03:01.394952 INFO::Fitting model to feature number 73, F77 2024-05-09 09:03:01.400647 INFO::Fitting model to feature number 74, F78 2024-05-09 09:03:01.406391 INFO::Fitting model to feature number 75, F79 2024-05-09 09:03:01.412118 INFO::Fitting model to feature number 76, F80 2024-05-09 09:03:01.417845 INFO::Fitting model to feature number 77, F81 2024-05-09 09:03:01.423532 INFO::Fitting model to feature number 78, F82 2024-05-09 09:03:01.429218 INFO::Fitting model to feature number 79, F83 2024-05-09 09:03:01.434892 INFO::Fitting model to feature number 80, F84 2024-05-09 09:03:01.440603 INFO::Fitting model to feature number 81, F85 2024-05-09 09:03:01.446311 INFO::Fitting model to feature number 82, F86 2024-05-09 09:03:01.452196 INFO::Fitting model to feature number 83, F87 2024-05-09 09:03:01.458109 INFO::Fitting model to feature number 84, F88 2024-05-09 09:03:01.464064 INFO::Fitting model to feature number 85, F89 2024-05-09 09:03:01.470021 INFO::Fitting model to feature number 86, F90 2024-05-09 09:03:01.475969 INFO::Fitting model to feature number 87, F91 2024-05-09 09:03:01.481849 INFO::Fitting model to feature number 88, F92 2024-05-09 09:03:01.487647 INFO::Fitting model to feature number 89, F93 2024-05-09 09:03:01.493399 INFO::Fitting model to feature number 90, F94 2024-05-09 09:03:01.499165 INFO::Fitting model to feature number 91, F95 2024-05-09 09:03:01.50486 INFO::Fitting model to feature number 92, F96 2024-05-09 09:03:01.510539 INFO::Fitting model to feature number 93, F97 2024-05-09 09:03:01.516243 INFO::Fitting model to feature number 94, F98 2024-05-09 09:03:01.52197 INFO::Fitting model to feature number 95, F99 2024-05-09 09:03:01.527658 INFO::Fitting model to feature number 96, F100 2024-05-09 09:03:01.533365 INFO::Fitting model to feature number 97, F101 2024-05-09 09:03:01.53898 INFO::Fitting model to feature number 98, F102 2024-05-09 09:03:01.544632 INFO::Fitting model to feature number 99, F103 2024-05-09 09:03:01.550256 INFO::Fitting model to feature number 100, F104 2024-05-09 09:03:01.555894 INFO::Fitting model to feature number 101, F105 2024-05-09 09:03:01.561534 INFO::Fitting model to feature number 102, F106 2024-05-09 09:03:01.567205 INFO::Fitting model to feature number 103, F107 2024-05-09 09:03:01.572845 INFO::Fitting model to feature number 104, F108 2024-05-09 09:03:01.578469 INFO::Fitting model to feature number 105, F109 2024-05-09 09:03:01.584071 INFO::Fitting model to feature number 106, F110 2024-05-09 09:03:01.589711 INFO::Fitting model to feature number 107, F111 2024-05-09 09:03:01.595395 INFO::Fitting model to feature number 108, F112 2024-05-09 09:03:01.601148 INFO::Fitting model to feature number 109, F113 2024-05-09 09:03:01.606817 INFO::Fitting model to feature number 110, F114 2024-05-09 09:03:01.612583 INFO::Fitting model to feature number 111, F115 2024-05-09 09:03:01.618345 INFO::Fitting model to feature number 112, F117 2024-05-09 09:03:01.62404 INFO::Fitting model to feature number 113, F118 2024-05-09 09:03:01.62972 INFO::Fitting model to feature number 114, F119 2024-05-09 09:03:01.635545 INFO::Fitting model to feature number 115, F120 2024-05-09 09:03:01.641519 INFO::Fitting model to feature number 116, F121 2024-05-09 09:03:01.647595 INFO::Fitting model to feature number 117, F122 2024-05-09 09:03:01.653553 INFO::Fitting model to feature number 118, F123 2024-05-09 09:03:01.659506 INFO::Fitting model to feature number 119, F124 2024-05-09 09:03:01.665335 INFO::Fitting model to feature number 120, F125 2024-05-09 09:03:01.671139 INFO::Fitting model to feature number 121, F126 2024-05-09 09:03:01.676916 INFO::Fitting model to feature number 122, F127 2024-05-09 09:03:01.682655 INFO::Fitting model to feature number 123, F128 2024-05-09 09:03:01.688414 INFO::Fitting model to feature number 124, F129 2024-05-09 09:03:01.694189 INFO::Fitting model to feature number 125, F130 2024-05-09 09:03:01.699937 INFO::Fitting model to feature number 126, F131 2024-05-09 09:03:01.705704 INFO::Fitting model to feature number 127, F132 2024-05-09 09:03:01.711476 INFO::Fitting model to feature number 128, F133 2024-05-09 09:03:01.717251 INFO::Fitting model to feature number 129, F134 2024-05-09 09:03:01.723004 INFO::Fitting model to feature number 130, F135 2024-05-09 09:03:01.728784 INFO::Fitting model to feature number 131, F136 2024-05-09 09:03:01.734529 INFO::Fitting model to feature number 132, F137 2024-05-09 09:03:01.740307 INFO::Fitting model to feature number 133, F138 2024-05-09 09:03:01.746054 INFO::Fitting model to feature number 134, F139 2024-05-09 09:03:01.751878 INFO::Fitting model to feature number 135, F140 2024-05-09 09:03:01.757664 INFO::Fitting model to feature number 136, F141 2024-05-09 09:03:01.76346 INFO::Fitting model to feature number 137, F142 2024-05-09 09:03:01.769242 INFO::Fitting model to feature number 138, F143 2024-05-09 09:03:01.775012 INFO::Fitting model to feature number 139, F144 2024-05-09 09:03:01.780795 INFO::Fitting model to feature number 140, F145 2024-05-09 09:03:01.786525 INFO::Fitting model to feature number 141, F146 2024-05-09 09:03:01.792252 INFO::Fitting model to feature number 142, F147 2024-05-09 09:03:01.798003 INFO::Fitting model to feature number 143, F148 2024-05-09 09:03:01.803735 INFO::Fitting model to feature number 144, F149 2024-05-09 09:03:01.809548 INFO::Fitting model to feature number 145, F150 2024-05-09 09:03:01.815425 INFO::Fitting model to feature number 146, F152 2024-05-09 09:03:01.821199 INFO::Fitting model to feature number 147, F153 2024-05-09 09:03:01.860522 INFO::Fitting model to feature number 148, F154 2024-05-09 09:03:01.866242 INFO::Fitting model to feature number 149, F155 2024-05-09 09:03:01.871995 INFO::Fitting model to feature number 150, F156 2024-05-09 09:03:01.877641 INFO::Fitting model to feature number 151, F157 2024-05-09 09:03:01.883268 INFO::Fitting model to feature number 152, F158 2024-05-09 09:03:01.888931 INFO::Fitting model to feature number 153, F159 2024-05-09 09:03:01.894578 INFO::Fitting model to feature number 154, F160 2024-05-09 09:03:01.900184 INFO::Fitting model to feature number 155, F161 2024-05-09 09:03:01.905834 INFO::Fitting model to feature number 156, F162 2024-05-09 09:03:01.911447 INFO::Fitting model to feature number 157, F163 2024-05-09 09:03:01.917044 INFO::Fitting model to feature number 158, F164 2024-05-09 09:03:01.922599 INFO::Fitting model to feature number 159, F165 2024-05-09 09:03:01.92815 INFO::Fitting model to feature number 160, F166 2024-05-09 09:03:01.933683 INFO::Fitting model to feature number 161, F167 2024-05-09 09:03:01.939212 INFO::Fitting model to feature number 162, F168 2024-05-09 09:03:01.944714 INFO::Fitting model to feature number 163, F169 2024-05-09 09:03:01.950258 INFO::Fitting model to feature number 164, F170 2024-05-09 09:03:01.955801 INFO::Fitting model to feature number 165, F171 2024-05-09 09:03:01.96139 INFO::Fitting model to feature number 166, F172 2024-05-09 09:03:01.966938 INFO::Fitting model to feature number 167, F173 2024-05-09 09:03:01.97253 INFO::Fitting model to feature number 168, F174 2024-05-09 09:03:01.978156 INFO::Fitting model to feature number 169, F175 2024-05-09 09:03:01.983786 INFO::Fitting model to feature number 170, F176 2024-05-09 09:03:01.98942 INFO::Fitting model to feature number 171, F177 2024-05-09 09:03:01.994992 INFO::Fitting model to feature number 172, F178 2024-05-09 09:03:02.000564 INFO::Fitting model to feature number 173, F179 2024-05-09 09:03:02.006156 INFO::Fitting model to feature number 174, F180 2024-05-09 09:03:02.011757 INFO::Fitting model to feature number 175, F181 2024-05-09 09:03:02.017393 INFO::Fitting model to feature number 176, F182 2024-05-09 09:03:02.023203 INFO::Fitting model to feature number 177, F183 2024-05-09 09:03:02.029082 INFO::Fitting model to feature number 178, F184 2024-05-09 09:03:02.034985 INFO::Fitting model to feature number 179, F185 2024-05-09 09:03:02.040839 INFO::Fitting model to feature number 180, F186 2024-05-09 09:03:02.046545 INFO::Fitting model to feature number 181, F187 2024-05-09 09:03:02.052203 INFO::Fitting model to feature number 182, F188 2024-05-09 09:03:02.057871 INFO::Fitting model to feature number 183, F189 2024-05-09 09:03:02.063565 INFO::Fitting model to feature number 184, F190 2024-05-09 09:03:02.069242 INFO::Fitting model to feature number 185, F191 2024-05-09 09:03:02.074907 INFO::Fitting model to feature number 186, F192 2024-05-09 09:03:02.080564 INFO::Fitting model to feature number 187, F193 2024-05-09 09:03:02.08624 INFO::Fitting model to feature number 188, F194 2024-05-09 09:03:02.091876 INFO::Fitting model to feature number 189, F195 2024-05-09 09:03:02.097606 INFO::Fitting model to feature number 190, F196 2024-05-09 09:03:02.103297 INFO::Fitting model to feature number 191, F197 2024-05-09 09:03:02.108944 INFO::Fitting model to feature number 192, F198 2024-05-09 09:03:02.114609 INFO::Fitting model to feature number 193, F199 2024-05-09 09:03:02.120232 INFO::Fitting model to feature number 194, F200 2024-05-09 09:03:02.125864 INFO::Fitting model to feature number 195, F201 2024-05-09 09:03:02.131462 INFO::Fitting model to feature number 196, F202 2024-05-09 09:03:02.137072 INFO::Fitting model to feature number 197, F203 2024-05-09 09:03:02.142684 INFO::Fitting model to feature number 198, F204 2024-05-09 09:03:02.148338 INFO::Fitting model to feature number 199, F206 2024-05-09 09:03:02.154094 INFO::Fitting model to feature number 200, F207 2024-05-09 09:03:02.159823 INFO::Fitting model to feature number 201, F208 2024-05-09 09:03:02.165495 INFO::Fitting model to feature number 202, F209 2024-05-09 09:03:02.17112 INFO::Fitting model to feature number 203, F210 2024-05-09 09:03:02.176781 INFO::Fitting model to feature number 204, F211 2024-05-09 09:03:02.182469 INFO::Fitting model to feature number 205, F212 2024-05-09 09:03:02.188155 INFO::Fitting model to feature number 206, F213 2024-05-09 09:03:02.193768 INFO::Fitting model to feature number 207, F214 2024-05-09 09:03:02.199423 INFO::Fitting model to feature number 208, F215 2024-05-09 09:03:02.205087 INFO::Fitting model to feature number 209, F216 2024-05-09 09:03:02.210755 INFO::Fitting model to feature number 210, F217 2024-05-09 09:03:02.216436 INFO::Fitting model to feature number 211, F218 2024-05-09 09:03:02.222189 INFO::Fitting model to feature number 212, F219 2024-05-09 09:03:02.227933 INFO::Fitting model to feature number 213, F220 2024-05-09 09:03:02.233649 INFO::Fitting model to feature number 214, F221 2024-05-09 09:03:02.239334 INFO::Fitting model to feature number 215, F222 2024-05-09 09:03:02.244992 INFO::Fitting model to feature number 216, F223 2024-05-09 09:03:02.250677 INFO::Fitting model to feature number 217, F224 2024-05-09 09:03:02.256411 INFO::Fitting model to feature number 218, F225 2024-05-09 09:03:02.26213 INFO::Fitting model to feature number 219, F226 2024-05-09 09:03:02.267811 INFO::Fitting model to feature number 220, F227 2024-05-09 09:03:02.273483 INFO::Fitting model to feature number 221, F228 2024-05-09 09:03:02.279149 INFO::Fitting model to feature number 222, F229 2024-05-09 09:03:02.284861 INFO::Fitting model to feature number 223, F230 2024-05-09 09:03:02.290585 INFO::Fitting model to feature number 224, F231 2024-05-09 09:03:02.296519 INFO::Fitting model to feature number 225, F232 2024-05-09 09:03:02.302398 INFO::Fitting model to feature number 226, F233 2024-05-09 09:03:02.308263 INFO::Fitting model to feature number 227, F234 2024-05-09 09:03:02.31409 INFO::Fitting model to feature number 228, F235 2024-05-09 09:03:02.319896 INFO::Fitting model to feature number 229, F236 2024-05-09 09:03:02.325733 INFO::Fitting model to feature number 230, F237 2024-05-09 09:03:02.331568 INFO::Fitting model to feature number 231, F238 2024-05-09 09:03:02.33738 INFO::Fitting model to feature number 232, F239 2024-05-09 09:03:02.343232 INFO::Fitting model to feature number 233, F240 2024-05-09 09:03:02.349066 INFO::Fitting model to feature number 234, F241 2024-05-09 09:03:02.354884 INFO::Fitting model to feature number 235, F242 2024-05-09 09:03:02.360752 INFO::Fitting model to feature number 236, F243 2024-05-09 09:03:02.366617 INFO::Fitting model to feature number 237, F244 2024-05-09 09:03:02.372456 INFO::Fitting model to feature number 238, F245 2024-05-09 09:03:02.378407 INFO::Fitting model to feature number 239, F246 2024-05-09 09:03:02.384374 INFO::Fitting model to feature number 240, F247 2024-05-09 09:03:02.390335 INFO::Fitting model to feature number 241, F248 2024-05-09 09:03:02.396319 INFO::Fitting model to feature number 242, F249 2024-05-09 09:03:02.402358 INFO::Fitting model to feature number 243, F250 2024-05-09 09:03:02.408361 INFO::Fitting model to feature number 244, F252 2024-05-09 09:03:02.414429 INFO::Fitting model to feature number 245, F253 2024-05-09 09:03:02.424909 INFO::Fitting model to feature number 246, F254 2024-05-09 09:03:02.43082 INFO::Fitting model to feature number 247, F255 2024-05-09 09:03:02.43664 INFO::Fitting model to feature number 248, F256 2024-05-09 09:03:02.442354 INFO::Fitting model to feature number 249, F257 2024-05-09 09:03:02.448023 INFO::Fitting model to feature number 250, F259 2024-05-09 09:03:02.453716 INFO::Fitting model to feature number 251, F260 2024-05-09 09:03:02.459324 INFO::Fitting model to feature number 252, F261 2024-05-09 09:03:02.464976 INFO::Fitting model to feature number 253, F262 2024-05-09 09:03:02.470556 INFO::Fitting model to feature number 254, F263 2024-05-09 09:03:02.476217 INFO::Fitting model to feature number 255, F264 2024-05-09 09:03:02.48194 INFO::Fitting model to feature number 256, F265 2024-05-09 09:03:02.487659 INFO::Fitting model to feature number 257, F266 2024-05-09 09:03:02.493473 INFO::Fitting model to feature number 258, F267 2024-05-09 09:03:02.499369 INFO::Fitting model to feature number 259, F269 2024-05-09 09:03:02.505233 INFO::Fitting model to feature number 260, F270 2024-05-09 09:03:02.511008 INFO::Fitting model to feature number 261, F271 2024-05-09 09:03:02.516891 INFO::Fitting model to feature number 262, F272 2024-05-09 09:03:02.522716 INFO::Fitting model to feature number 263, F273 2024-05-09 09:03:02.528449 INFO::Fitting model to feature number 264, F274 2024-05-09 09:03:02.534208 INFO::Fitting model to feature number 265, F276 2024-05-09 09:03:02.539885 INFO::Fitting model to feature number 266, F277 2024-05-09 09:03:02.545549 INFO::Fitting model to feature number 267, F278 2024-05-09 09:03:02.551204 INFO::Fitting model to feature number 268, F279 2024-05-09 09:03:02.556911 INFO::Fitting model to feature number 269, F280 2024-05-09 09:03:02.562532 INFO::Fitting model to feature number 270, F281 2024-05-09 09:03:02.568205 INFO::Fitting model to feature number 271, F282 2024-05-09 09:03:02.573838 INFO::Fitting model to feature number 272, F283 2024-05-09 09:03:02.579479 INFO::Fitting model to feature number 273, F284 2024-05-09 09:03:02.585208 INFO::Fitting model to feature number 274, F285 2024-05-09 09:03:02.590864 INFO::Fitting model to feature number 275, F286 2024-05-09 09:03:02.596571 INFO::Fitting model to feature number 276, F287 2024-05-09 09:03:02.602298 INFO::Fitting model to feature number 277, F288 2024-05-09 09:03:02.608044 INFO::Fitting model to feature number 278, F289 2024-05-09 09:03:02.61375 INFO::Fitting model to feature number 279, F290 2024-05-09 09:03:02.619491 INFO::Fitting model to feature number 280, F292 2024-05-09 09:03:02.62521 INFO::Fitting model to feature number 281, F293 2024-05-09 09:03:02.630953 INFO::Fitting model to feature number 282, F294 2024-05-09 09:03:02.636669 INFO::Fitting model to feature number 283, F295 2024-05-09 09:03:02.64245 INFO::Fitting model to feature number 284, F296 2024-05-09 09:03:02.648201 INFO::Fitting model to feature number 285, F297 2024-05-09 09:03:02.653944 INFO::Fitting model to feature number 286, F298 2024-05-09 09:03:02.659715 INFO::Fitting model to feature number 287, F299 2024-05-09 09:03:02.665406 INFO::Fitting model to feature number 288, F300 2024-05-09 09:03:02.671 INFO::Fitting model to feature number 289, F301 2024-05-09 09:03:02.676642 INFO::Fitting model to feature number 290, F302 2024-05-09 09:03:02.682282 INFO::Fitting model to feature number 291, F303 2024-05-09 09:03:02.687918 INFO::Fitting model to feature number 292, F304 2024-05-09 09:03:02.693518 INFO::Fitting model to feature number 293, F305 2024-05-09 09:03:02.699219 INFO::Fitting model to feature number 294, F306 2024-05-09 09:03:02.704966 INFO::Fitting model to feature number 295, F307 2024-05-09 09:03:02.710719 INFO::Fitting model to feature number 296, F308 2024-05-09 09:03:02.716458 INFO::Fitting model to feature number 297, F309 2024-05-09 09:03:02.72223 INFO::Fitting model to feature number 298, F310 2024-05-09 09:03:02.728006 INFO::Fitting model to feature number 299, F311 2024-05-09 09:03:02.73391 INFO::Fitting model to feature number 300, F312 2024-05-09 09:03:02.739819 INFO::Fitting model to feature number 301, F313 2024-05-09 09:03:02.745569 INFO::Fitting model to feature number 302, F315 2024-05-09 09:03:02.751268 INFO::Fitting model to feature number 303, F316 2024-05-09 09:03:02.756931 INFO::Fitting model to feature number 304, F317 2024-05-09 09:03:02.762571 INFO::Fitting model to feature number 305, F318 2024-05-09 09:03:02.768354 INFO::Fitting model to feature number 306, F319 2024-05-09 09:03:02.774176 INFO::Fitting model to feature number 307, F320 2024-05-09 09:03:02.779996 INFO::Fitting model to feature number 308, F321 2024-05-09 09:03:02.785871 INFO::Fitting model to feature number 309, F322 2024-05-09 09:03:02.791792 INFO::Fitting model to feature number 310, F323 2024-05-09 09:03:02.797649 INFO::Fitting model to feature number 311, F324 2024-05-09 09:03:02.803643 INFO::Fitting model to feature number 312, F325 2024-05-09 09:03:02.809775 INFO::Fitting model to feature number 313, F326 2024-05-09 09:03:02.815922 INFO::Fitting model to feature number 314, F327 2024-05-09 09:03:02.822037 INFO::Fitting model to feature number 315, F328 2024-05-09 09:03:02.82811 INFO::Fitting model to feature number 316, F329 2024-05-09 09:03:02.834048 INFO::Fitting model to feature number 317, F330 2024-05-09 09:03:02.840006 INFO::Fitting model to feature number 318, F331 2024-05-09 09:03:02.845983 INFO::Fitting model to feature number 319, F332 2024-05-09 09:03:02.851966 INFO::Fitting model to feature number 320, F333 2024-05-09 09:03:02.857958 INFO::Fitting model to feature number 321, F334 2024-05-09 09:03:02.863997 INFO::Fitting model to feature number 322, F335 2024-05-09 09:03:02.870103 INFO::Fitting model to feature number 323, F336 2024-05-09 09:03:02.876236 INFO::Fitting model to feature number 324, F337 2024-05-09 09:03:02.882351 INFO::Fitting model to feature number 325, F338 2024-05-09 09:03:02.888448 INFO::Fitting model to feature number 326, F339 2024-05-09 09:03:02.894523 INFO::Fitting model to feature number 327, F340 2024-05-09 09:03:02.900586 INFO::Fitting model to feature number 328, F342 2024-05-09 09:03:02.906742 INFO::Fitting model to feature number 329, F343 2024-05-09 09:03:02.912784 INFO::Fitting model to feature number 330, F344 2024-05-09 09:03:02.91886 INFO::Fitting model to feature number 331, F345 2024-05-09 09:03:02.924997 INFO::Fitting model to feature number 332, F346 2024-05-09 09:03:02.931272 INFO::Fitting model to feature number 333, F347 2024-05-09 09:03:02.937496 INFO::Fitting model to feature number 334, F348 2024-05-09 09:03:02.943705 INFO::Fitting model to feature number 335, F350 2024-05-09 09:03:02.949809 INFO::Fitting model to feature number 336, F351 2024-05-09 09:03:02.955745 INFO::Fitting model to feature number 337, F352 2024-05-09 09:03:02.961643 INFO::Fitting model to feature number 338, F353 2024-05-09 09:03:02.967519 INFO::Fitting model to feature number 339, F355 2024-05-09 09:03:02.973392 INFO::Fitting model to feature number 340, F356 2024-05-09 09:03:02.979301 INFO::Fitting model to feature number 341, F357 2024-05-09 09:03:02.985217 INFO::Fitting model to feature number 342, F358 2024-05-09 09:03:02.991183 INFO::Fitting model to feature number 343, F359 2024-05-09 09:03:02.99707 INFO::Fitting model to feature number 344, F360 2024-05-09 09:03:03.002926 INFO::Fitting model to feature number 345, F361 2024-05-09 09:03:03.008806 INFO::Fitting model to feature number 346, F362 2024-05-09 09:03:03.01465 INFO::Fitting model to feature number 347, F363 2024-05-09 09:03:03.0205 INFO::Fitting model to feature number 348, F364 2024-05-09 09:03:03.026518 INFO::Fitting model to feature number 349, F365 2024-05-09 09:03:03.032548 INFO::Fitting model to feature number 350, F366 2024-05-09 09:03:03.038557 INFO::Fitting model to feature number 351, F367 2024-05-09 09:03:03.044562 INFO::Fitting model to feature number 352, F368 2024-05-09 09:03:03.050539 INFO::Fitting model to feature number 353, F369 2024-05-09 09:03:03.056468 INFO::Fitting model to feature number 354, F370 2024-05-09 09:03:03.062308 INFO::Fitting model to feature number 355, F371 2024-05-09 09:03:03.068159 INFO::Fitting model to feature number 356, F372 2024-05-09 09:03:03.073967 INFO::Fitting model to feature number 357, F373 2024-05-09 09:03:03.079948 INFO::Fitting model to feature number 358, F374 2024-05-09 09:03:03.085957 INFO::Fitting model to feature number 359, F375 2024-05-09 09:03:03.091931 INFO::Fitting model to feature number 360, F376 2024-05-09 09:03:03.097866 INFO::Fitting model to feature number 361, F377 2024-05-09 09:03:03.103829 INFO::Fitting model to feature number 362, F378 2024-05-09 09:03:03.109693 INFO::Fitting model to feature number 363, F379 2024-05-09 09:03:03.115638 INFO::Fitting model to feature number 364, F380 2024-05-09 09:03:03.121551 INFO::Fitting model to feature number 365, F381 2024-05-09 09:03:03.127418 INFO::Fitting model to feature number 366, F382 2024-05-09 09:03:03.133314 INFO::Fitting model to feature number 367, F383 2024-05-09 09:03:03.139259 INFO::Fitting model to feature number 368, F384 2024-05-09 09:03:03.14517 INFO::Fitting model to feature number 369, F386 2024-05-09 09:03:03.15108 INFO::Fitting model to feature number 370, F387 2024-05-09 09:03:03.156997 INFO::Fitting model to feature number 371, F388 2024-05-09 09:03:03.162903 INFO::Fitting model to feature number 372, F389 2024-05-09 09:03:03.168863 INFO::Fitting model to feature number 373, F390 2024-05-09 09:03:03.174799 INFO::Fitting model to feature number 374, F391 2024-05-09 09:03:03.180778 INFO::Fitting model to feature number 375, F392 2024-05-09 09:03:03.18673 INFO::Fitting model to feature number 376, F393 2024-05-09 09:03:03.1927 INFO::Fitting model to feature number 377, F394 2024-05-09 09:03:03.198656 INFO::Fitting model to feature number 378, F395 2024-05-09 09:03:03.204605 INFO::Fitting model to feature number 379, F396 2024-05-09 09:03:03.210555 INFO::Fitting model to feature number 380, F397 2024-05-09 09:03:03.21652 INFO::Fitting model to feature number 381, F398 2024-05-09 09:03:03.222492 INFO::Fitting model to feature number 382, F399 2024-05-09 09:03:03.228484 INFO::Fitting model to feature number 383, F400 2024-05-09 09:03:03.234433 INFO::Fitting model to feature number 384, F401 2024-05-09 09:03:03.240436 INFO::Fitting model to feature number 385, F402 2024-05-09 09:03:03.246428 INFO::Fitting model to feature number 386, F403 2024-05-09 09:03:03.252498 INFO::Fitting model to feature number 387, F404 2024-05-09 09:03:03.258746 INFO::Fitting model to feature number 388, F406 2024-05-09 09:03:03.265144 INFO::Fitting model to feature number 389, F407 2024-05-09 09:03:03.271507 INFO::Fitting model to feature number 390, F408 2024-05-09 09:03:03.277955 INFO::Fitting model to feature number 391, F409 2024-05-09 09:03:03.284613 INFO::Fitting model to feature number 392, F410 2024-05-09 09:03:03.291153 INFO::Fitting model to feature number 393, F411 2024-05-09 09:03:03.297606 INFO::Fitting model to feature number 394, F412 2024-05-09 09:03:03.304036 INFO::Fitting model to feature number 395, F413 2024-05-09 09:03:03.310308 INFO::Fitting model to feature number 396, F414 2024-05-09 09:03:03.316217 INFO::Fitting model to feature number 397, F415 2024-05-09 09:03:03.322092 INFO::Fitting model to feature number 398, F416 2024-05-09 09:03:03.327891 INFO::Fitting model to feature number 399, F417 2024-05-09 09:03:03.333628 INFO::Fitting model to feature number 400, F418 2024-05-09 09:03:03.339418 INFO::Fitting model to feature number 401, F419 2024-05-09 09:03:03.345148 INFO::Fitting model to feature number 402, F420 2024-05-09 09:03:03.350882 INFO::Fitting model to feature number 403, F421 2024-05-09 09:03:03.356591 INFO::Fitting model to feature number 404, F422 2024-05-09 09:03:03.362316 INFO::Fitting model to feature number 405, F423 2024-05-09 09:03:03.368034 INFO::Fitting model to feature number 406, F425 2024-05-09 09:03:03.373726 INFO::Fitting model to feature number 407, F426 2024-05-09 09:03:03.379409 INFO::Fitting model to feature number 408, F428 2024-05-09 09:03:03.385091 INFO::Fitting model to feature number 409, F429 2024-05-09 09:03:03.390767 INFO::Fitting model to feature number 410, F430 2024-05-09 09:03:03.396441 INFO::Fitting model to feature number 411, F431 2024-05-09 09:03:03.402114 INFO::Fitting model to feature number 412, F432 2024-05-09 09:03:03.407801 INFO::Fitting model to feature number 413, F433 2024-05-09 09:03:03.413488 INFO::Fitting model to feature number 414, F434 2024-05-09 09:03:03.419155 INFO::Fitting model to feature number 415, F435 2024-05-09 09:03:03.424824 INFO::Fitting model to feature number 416, F436 2024-05-09 09:03:03.43044 INFO::Fitting model to feature number 417, F437 2024-05-09 09:03:03.436149 INFO::Fitting model to feature number 418, F438 2024-05-09 09:03:03.441868 INFO::Fitting model to feature number 419, F439 2024-05-09 09:03:03.447552 INFO::Fitting model to feature number 420, F440 2024-05-09 09:03:03.453125 INFO::Fitting model to feature number 421, F441 2024-05-09 09:03:03.458617 INFO::Fitting model to feature number 422, F442 2024-05-09 09:03:03.464171 INFO::Fitting model to feature number 423, F443 2024-05-09 09:03:03.469753 INFO::Fitting model to feature number 424, F444 2024-05-09 09:03:03.475308 INFO::Fitting model to feature number 425, F445 2024-05-09 09:03:03.480813 INFO::Fitting model to feature number 426, F446 2024-05-09 09:03:03.486308 INFO::Fitting model to feature number 427, F447 2024-05-09 09:03:03.491871 INFO::Fitting model to feature number 428, F448 2024-05-09 09:03:03.497455 INFO::Fitting model to feature number 429, F449 2024-05-09 09:03:03.503001 INFO::Fitting model to feature number 430, F450 2024-05-09 09:03:03.508538 INFO::Fitting model to feature number 431, F451 2024-05-09 09:03:03.51409 INFO::Fitting model to feature number 432, F452 2024-05-09 09:03:03.519638 INFO::Fitting model to feature number 433, F454 2024-05-09 09:03:03.525124 INFO::Fitting model to feature number 434, F455 2024-05-09 09:03:03.530837 INFO::Fitting model to feature number 435, F456 2024-05-09 09:03:03.536661 INFO::Fitting model to feature number 436, F457 2024-05-09 09:03:03.54252 INFO::Fitting model to feature number 437, F458 2024-05-09 09:03:03.548371 INFO::Fitting model to feature number 438, F459 2024-05-09 09:03:03.554252 INFO::Fitting model to feature number 439, F461 2024-05-09 09:03:03.560122 INFO::Fitting model to feature number 440, F462 2024-05-09 09:03:03.566036 INFO::Fitting model to feature number 441, F463 2024-05-09 09:03:03.571914 INFO::Fitting model to feature number 442, F464 2024-05-09 09:03:03.57778 INFO::Fitting model to feature number 443, F465 2024-05-09 09:03:03.583638 INFO::Fitting model to feature number 444, F466 2024-05-09 09:03:03.589483 INFO::Fitting model to feature number 445, F467 2024-05-09 09:03:03.595316 INFO::Fitting model to feature number 446, F468 2024-05-09 09:03:03.60116 INFO::Fitting model to feature number 447, F469 2024-05-09 09:03:03.606971 INFO::Fitting model to feature number 448, F470 2024-05-09 09:03:03.612878 INFO::Fitting model to feature number 449, F471 2024-05-09 09:03:03.618773 INFO::Fitting model to feature number 450, F474 2024-05-09 09:03:03.624638 INFO::Fitting model to feature number 451, F475 2024-05-09 09:03:03.630512 INFO::Fitting model to feature number 452, F476 2024-05-09 09:03:03.636345 INFO::Fitting model to feature number 453, F477 2024-05-09 09:03:03.642289 INFO::Fitting model to feature number 454, F478 2024-05-09 09:03:03.64828 INFO::Fitting model to feature number 455, F479 2024-05-09 09:03:03.654318 INFO::Fitting model to feature number 456, F480 2024-05-09 09:03:03.660369 INFO::Fitting model to feature number 457, F481 2024-05-09 09:03:03.666461 INFO::Fitting model to feature number 458, F482 2024-05-09 09:03:03.672465 INFO::Fitting model to feature number 459, F483 2024-05-09 09:03:03.678565 INFO::Fitting model to feature number 460, F484 2024-05-09 09:03:03.684695 INFO::Fitting model to feature number 461, F485 2024-05-09 09:03:03.690835 INFO::Fitting model to feature number 462, F486 2024-05-09 09:03:03.697082 INFO::Fitting model to feature number 463, F487 2024-05-09 09:03:03.703281 INFO::Fitting model to feature number 464, F488 2024-05-09 09:03:03.709466 INFO::Fitting model to feature number 465, F489 2024-05-09 09:03:03.715653 INFO::Fitting model to feature number 466, F490 2024-05-09 09:03:03.721823 INFO::Fitting model to feature number 467, F491 2024-05-09 09:03:03.727933 INFO::Fitting model to feature number 468, F492 2024-05-09 09:03:03.734132 INFO::Fitting model to feature number 469, F493 2024-05-09 09:03:03.740285 INFO::Fitting model to feature number 470, F494 2024-05-09 09:03:03.746391 INFO::Fitting model to feature number 471, F495 2024-05-09 09:03:03.752469 INFO::Fitting model to feature number 472, F496 2024-05-09 09:03:03.758601 INFO::Fitting model to feature number 473, F497 2024-05-09 09:03:03.793577 INFO::Fitting model to feature number 474, F498 2024-05-09 09:03:03.799549 INFO::Fitting model to feature number 475, F499 2024-05-09 09:03:03.805475 INFO::Fitting model to feature number 476, F500 2024-05-09 09:03:03.811401 INFO::Fitting model to feature number 477, F501 2024-05-09 09:03:03.817401 INFO::Fitting model to feature number 478, F502 2024-05-09 09:03:03.823377 INFO::Fitting model to feature number 479, F503 2024-05-09 09:03:03.829451 INFO::Fitting model to feature number 480, F504 2024-05-09 09:03:03.835428 INFO::Fitting model to feature number 481, F505 2024-05-09 09:03:03.84141 INFO::Fitting model to feature number 482, F506 2024-05-09 09:03:03.847394 INFO::Fitting model to feature number 483, F507 2024-05-09 09:03:03.853326 INFO::Fitting model to feature number 484, F508 2024-05-09 09:03:03.859371 INFO::Fitting model to feature number 485, F509 2024-05-09 09:03:03.865473 INFO::Fitting model to feature number 486, F510 2024-05-09 09:03:03.871645 INFO::Fitting model to feature number 487, F511 2024-05-09 09:03:03.877818 INFO::Fitting model to feature number 488, F512 2024-05-09 09:03:03.883949 INFO::Fitting model to feature number 489, F513 2024-05-09 09:03:03.890176 INFO::Fitting model to feature number 490, F514 2024-05-09 09:03:03.896312 INFO::Fitting model to feature number 491, F515 2024-05-09 09:03:03.902414 INFO::Fitting model to feature number 492, F516 2024-05-09 09:03:03.908641 INFO::Fitting model to feature number 493, F517 2024-05-09 09:03:03.914936 INFO::Fitting model to feature number 494, F518 2024-05-09 09:03:03.921149 INFO::Fitting model to feature number 495, F519 2024-05-09 09:03:03.932128 INFO::Fitting model to feature number 496, F520 2024-05-09 09:03:03.938819 INFO::Fitting model to feature number 497, F521 2024-05-09 09:03:03.945076 INFO::Fitting model to feature number 498, F522 2024-05-09 09:03:03.951231 INFO::Fitting model to feature number 499, F523 2024-05-09 09:03:03.957602 INFO::Fitting model to feature number 500, F524 2024-05-09 09:03:03.964117 INFO::Fitting model to feature number 501, F525 2024-05-09 09:03:03.970802 INFO::Fitting model to feature number 502, F526 2024-05-09 09:03:03.977368 INFO::Fitting model to feature number 503, F527 2024-05-09 09:03:03.983935 INFO::Fitting model to feature number 504, F528 2024-05-09 09:03:03.990481 INFO::Fitting model to feature number 505, F529 2024-05-09 09:03:03.997209 INFO::Fitting model to feature number 506, F530 2024-05-09 09:03:04.003873 INFO::Fitting model to feature number 507, F531 2024-05-09 09:03:04.010669 INFO::Fitting model to feature number 508, F532 2024-05-09 09:03:04.017569 INFO::Fitting model to feature number 509, F533 2024-05-09 09:03:04.024311 INFO::Fitting model to feature number 510, F534 2024-05-09 09:03:04.030993 INFO::Fitting model to feature number 511, F535 2024-05-09 09:03:04.037452 INFO::Fitting model to feature number 512, F536 2024-05-09 09:03:04.043469 INFO::Fitting model to feature number 513, F537 2024-05-09 09:03:04.049481 INFO::Fitting model to feature number 514, F539 2024-05-09 09:03:04.055475 INFO::Fitting model to feature number 515, F540 2024-05-09 09:03:04.061889 INFO::Fitting model to feature number 516, F541 2024-05-09 09:03:04.068313 INFO::Fitting model to feature number 517, F543 2024-05-09 09:03:04.074699 INFO::Fitting model to feature number 518, F544 2024-05-09 09:03:04.081116 INFO::Fitting model to feature number 519, F545 2024-05-09 09:03:04.087611 INFO::Fitting model to feature number 520, F546 2024-05-09 09:03:04.094121 INFO::Fitting model to feature number 521, F547 2024-05-09 09:03:04.100741 INFO::Fitting model to feature number 522, F548 2024-05-09 09:03:04.107477 INFO::Fitting model to feature number 523, F549 2024-05-09 09:03:04.114086 INFO::Fitting model to feature number 524, F550 2024-05-09 09:03:04.120073 INFO::Fitting model to feature number 525, F551 2024-05-09 09:03:04.126018 INFO::Fitting model to feature number 526, F552 2024-05-09 09:03:04.131773 INFO::Fitting model to feature number 527, F553 2024-05-09 09:03:04.137485 INFO::Fitting model to feature number 528, F554 2024-05-09 09:03:04.143283 INFO::Fitting model to feature number 529, F555 2024-05-09 09:03:04.149047 INFO::Fitting model to feature number 530, F556 2024-05-09 09:03:04.15498 INFO::Fitting model to feature number 531, F557 2024-05-09 09:03:04.160837 INFO::Fitting model to feature number 532, F558 2024-05-09 09:03:04.166569 INFO::Fitting model to feature number 533, F559 2024-05-09 09:03:04.172302 INFO::Fitting model to feature number 534, F560 2024-05-09 09:03:04.178169 INFO::Fitting model to feature number 535, F561 2024-05-09 09:03:04.183991 INFO::Fitting model to feature number 536, F562 2024-05-09 09:03:04.189778 INFO::Fitting model to feature number 537, F563 2024-05-09 09:03:04.195589 INFO::Fitting model to feature number 538, F564 2024-05-09 09:03:04.201389 INFO::Fitting model to feature number 539, F566 2024-05-09 09:03:04.207219 INFO::Fitting model to feature number 540, F567 2024-05-09 09:03:04.213125 INFO::Fitting model to feature number 541, F568 2024-05-09 09:03:04.218824 INFO::Fitting model to feature number 542, F569 2024-05-09 09:03:04.224682 INFO::Fitting model to feature number 543, F570 2024-05-09 09:03:04.230729 INFO::Fitting model to feature number 544, F571 2024-05-09 09:03:04.236759 INFO::Fitting model to feature number 545, F572 2024-05-09 09:03:04.24265 INFO::Fitting model to feature number 546, F573 2024-05-09 09:03:04.248564 INFO::Fitting model to feature number 547, F574 2024-05-09 09:03:04.254289 INFO::Fitting model to feature number 548, F575 2024-05-09 09:03:04.25998 INFO::Fitting model to feature number 549, F576 2024-05-09 09:03:04.265724 INFO::Fitting model to feature number 550, F577 2024-05-09 09:03:04.271541 INFO::Fitting model to feature number 551, F578 2024-05-09 09:03:04.277273 INFO::Fitting model to feature number 552, F579 2024-05-09 09:03:04.282912 INFO::Fitting model to feature number 553, F580 2024-05-09 09:03:04.288674 INFO::Fitting model to feature number 554, F581 2024-05-09 09:03:04.294474 INFO::Fitting model to feature number 555, F582 2024-05-09 09:03:04.300325 INFO::Fitting model to feature number 556, F583 2024-05-09 09:03:04.305989 INFO::Fitting model to feature number 557, F584 2024-05-09 09:03:04.311621 INFO::Fitting model to feature number 558, F585 2024-05-09 09:03:04.317245 INFO::Fitting model to feature number 559, F586 2024-05-09 09:03:04.322815 INFO::Fitting model to feature number 560, F587 2024-05-09 09:03:04.328442 INFO::Fitting model to feature number 561, F588 2024-05-09 09:03:04.334053 INFO::Fitting model to feature number 562, F589 2024-05-09 09:03:04.33967 INFO::Fitting model to feature number 563, F590 2024-05-09 09:03:04.345301 INFO::Fitting model to feature number 564, F591 2024-05-09 09:03:04.350925 INFO::Fitting model to feature number 565, F592 2024-05-09 09:03:04.356575 INFO::Fitting model to feature number 566, F593 2024-05-09 09:03:04.362231 INFO::Fitting model to feature number 567, F594 2024-05-09 09:03:04.367928 INFO::Fitting model to feature number 568, F595 2024-05-09 09:03:04.373539 INFO::Fitting model to feature number 569, F596 2024-05-09 09:03:04.379187 INFO::Fitting model to feature number 570, F597 2024-05-09 09:03:04.384893 INFO::Fitting model to feature number 571, F598 2024-05-09 09:03:04.390512 INFO::Fitting model to feature number 572, F599 2024-05-09 09:03:04.396108 INFO::Fitting model to feature number 573, F600 2024-05-09 09:03:04.401798 INFO::Fitting model to feature number 574, F601 2024-05-09 09:03:04.407447 INFO::Fitting model to feature number 575, F602 2024-05-09 09:03:04.41305 INFO::Fitting model to feature number 576, F603 2024-05-09 09:03:04.418851 INFO::Fitting model to feature number 577, F605 2024-05-09 09:03:04.424793 INFO::Fitting model to feature number 578, F606 2024-05-09 09:03:04.430729 INFO::Fitting model to feature number 579, F607 2024-05-09 09:03:04.436681 INFO::Fitting model to feature number 580, F608 2024-05-09 09:03:04.442625 INFO::Fitting model to feature number 581, F609 2024-05-09 09:03:04.448541 INFO::Fitting model to feature number 582, F610 2024-05-09 09:03:04.45446 INFO::Fitting model to feature number 583, F611 2024-05-09 09:03:04.460361 INFO::Fitting model to feature number 584, F612 2024-05-09 09:03:04.46622 INFO::Fitting model to feature number 585, F613 2024-05-09 09:03:04.472231 INFO::Fitting model to feature number 586, F614 2024-05-09 09:03:04.478186 INFO::Fitting model to feature number 587, F615 2024-05-09 09:03:04.484083 INFO::Fitting model to feature number 588, F616 2024-05-09 09:03:04.489979 INFO::Fitting model to feature number 589, F617 2024-05-09 09:03:04.495865 INFO::Fitting model to feature number 590, F618 2024-05-09 09:03:04.501899 INFO::Fitting model to feature number 591, F619 2024-05-09 09:03:04.507828 INFO::Fitting model to feature number 592, F620 2024-05-09 09:03:04.513781 INFO::Fitting model to feature number 593, F621 2024-05-09 09:03:04.519683 INFO::Fitting model to feature number 594, F622 2024-05-09 09:03:04.525529 INFO::Fitting model to feature number 595, F623 2024-05-09 09:03:04.53137 INFO::Fitting model to feature number 596, F624 2024-05-09 09:03:04.537274 INFO::Fitting model to feature number 597, F625 2024-05-09 09:03:04.543231 INFO::Fitting model to feature number 598, F626 2024-05-09 09:03:04.549131 INFO::Fitting model to feature number 599, F627 2024-05-09 09:03:04.555033 INFO::Fitting model to feature number 600, F628 2024-05-09 09:03:04.561091 INFO::Fitting model to feature number 601, F629 2024-05-09 09:03:04.56717 INFO::Fitting model to feature number 602, F630 2024-05-09 09:03:04.57331 INFO::Fitting model to feature number 603, F631 2024-05-09 09:03:04.579454 INFO::Fitting model to feature number 604, F632 2024-05-09 09:03:04.585489 INFO::Fitting model to feature number 605, F633 2024-05-09 09:03:04.591464 INFO::Fitting model to feature number 606, F634 2024-05-09 09:03:04.597404 INFO::Fitting model to feature number 607, F635 2024-05-09 09:03:04.603352 INFO::Fitting model to feature number 608, F636 2024-05-09 09:03:04.609283 INFO::Fitting model to feature number 609, F637 2024-05-09 09:03:04.615216 INFO::Fitting model to feature number 610, F638 2024-05-09 09:03:04.621209 INFO::Fitting model to feature number 611, F639 2024-05-09 09:03:04.627431 INFO::Fitting model to feature number 612, F640 2024-05-09 09:03:04.633793 INFO::Fitting model to feature number 613, F641 2024-05-09 09:03:04.640013 INFO::Fitting model to feature number 614, F642 2024-05-09 09:03:04.646137 INFO::Fitting model to feature number 615, F643 2024-05-09 09:03:04.652406 INFO::Fitting model to feature number 616, F644 2024-05-09 09:03:04.658348 INFO::Fitting model to feature number 617, F645 2024-05-09 09:03:04.664057 INFO::Fitting model to feature number 618, F646 2024-05-09 09:03:04.669566 INFO::Fitting model to feature number 619, F647 2024-05-09 09:03:04.675175 INFO::Fitting model to feature number 620, F648 2024-05-09 09:03:04.680671 INFO::Fitting model to feature number 621, F649 2024-05-09 09:03:04.686398 INFO::Fitting model to feature number 622, F650 2024-05-09 09:03:04.692198 INFO::Fitting model to feature number 623, F651 2024-05-09 09:03:04.697953 INFO::Fitting model to feature number 624, F652 2024-05-09 09:03:04.70381 INFO::Fitting model to feature number 625, F653 2024-05-09 09:03:04.709829 INFO::Fitting model to feature number 626, F654 2024-05-09 09:03:04.715765 INFO::Fitting model to feature number 627, F655 2024-05-09 09:03:04.721652 INFO::Fitting model to feature number 628, F656 2024-05-09 09:03:04.727546 INFO::Fitting model to feature number 629, F657 2024-05-09 09:03:04.733324 INFO::Fitting model to feature number 630, F658 2024-05-09 09:03:04.738926 INFO::Fitting model to feature number 631, F659 2024-05-09 09:03:04.7445 INFO::Fitting model to feature number 632, F660 2024-05-09 09:03:04.750062 INFO::Fitting model to feature number 633, F661 2024-05-09 09:03:04.755574 INFO::Fitting model to feature number 634, F662 2024-05-09 09:03:04.761093 INFO::Fitting model to feature number 635, F663 2024-05-09 09:03:04.766586 INFO::Fitting model to feature number 636, F664 2024-05-09 09:03:04.772131 INFO::Fitting model to feature number 637, F665 2024-05-09 09:03:04.777764 INFO::Fitting model to feature number 638, F666 2024-05-09 09:03:04.783328 INFO::Fitting model to feature number 639, F667 2024-05-09 09:03:04.78889 INFO::Fitting model to feature number 640, F668 2024-05-09 09:03:04.79445 INFO::Fitting model to feature number 641, F669 2024-05-09 09:03:04.800052 INFO::Fitting model to feature number 642, F670 2024-05-09 09:03:04.805574 INFO::Fitting model to feature number 643, F671 2024-05-09 09:03:04.811145 INFO::Fitting model to feature number 644, F672 2024-05-09 09:03:04.816712 INFO::Fitting model to feature number 645, F673 2024-05-09 09:03:04.822206 INFO::Fitting model to feature number 646, F674 2024-05-09 09:03:04.827678 INFO::Fitting model to feature number 647, F675 2024-05-09 09:03:04.833211 INFO::Fitting model to feature number 648, F676 2024-05-09 09:03:04.838729 INFO::Fitting model to feature number 649, F677 2024-05-09 09:03:04.844223 INFO::Fitting model to feature number 650, F678 2024-05-09 09:03:04.849649 INFO::Fitting model to feature number 651, F679 2024-05-09 09:03:04.855122 INFO::Fitting model to feature number 652, F680 2024-05-09 09:03:04.860593 INFO::Fitting model to feature number 653, F681 2024-05-09 09:03:04.866147 INFO::Fitting model to feature number 654, F682 2024-05-09 09:03:04.871808 INFO::Fitting model to feature number 655, F683 2024-05-09 09:03:04.877427 INFO::Fitting model to feature number 656, F684 2024-05-09 09:03:04.882929 INFO::Fitting model to feature number 657, F685 2024-05-09 09:03:04.888451 INFO::Fitting model to feature number 658, F686 2024-05-09 09:03:04.893973 INFO::Fitting model to feature number 659, F687 2024-05-09 09:03:04.899442 INFO::Fitting model to feature number 660, F688 2024-05-09 09:03:04.904963 INFO::Fitting model to feature number 661, F689 2024-05-09 09:03:04.910438 INFO::Fitting model to feature number 662, F690 2024-05-09 09:03:04.915869 INFO::Fitting model to feature number 663, F691 2024-05-09 09:03:04.921314 INFO::Fitting model to feature number 664, F692 2024-05-09 09:03:04.926735 INFO::Fitting model to feature number 665, F693 2024-05-09 09:03:04.932271 INFO::Fitting model to feature number 666, F694 2024-05-09 09:03:04.937921 INFO::Fitting model to feature number 667, F695 2024-05-09 09:03:04.943577 INFO::Fitting model to feature number 668, F696 2024-05-09 09:03:04.949165 INFO::Fitting model to feature number 669, F697 2024-05-09 09:03:04.954794 INFO::Fitting model to feature number 670, F698 2024-05-09 09:03:04.960428 INFO::Fitting model to feature number 671, F699 2024-05-09 09:03:04.965954 INFO::Fitting model to feature number 672, F700 2024-05-09 09:03:04.971443 INFO::Fitting model to feature number 673, F701 2024-05-09 09:03:04.976928 INFO::Fitting model to feature number 674, F702 2024-05-09 09:03:04.982386 INFO::Fitting model to feature number 675, F704 2024-05-09 09:03:04.987978 INFO::Fitting model to feature number 676, F705 2024-05-09 09:03:04.993614 INFO::Fitting model to feature number 677, F706 2024-05-09 09:03:04.999355 INFO::Fitting model to feature number 678, F707 2024-05-09 09:03:05.005008 INFO::Fitting model to feature number 679, F708 2024-05-09 09:03:05.010639 INFO::Fitting model to feature number 680, F709 2024-05-09 09:03:05.016243 INFO::Fitting model to feature number 681, F710 2024-05-09 09:03:05.021876 INFO::Fitting model to feature number 682, F711 2024-05-09 09:03:05.027527 INFO::Fitting model to feature number 683, F712 2024-05-09 09:03:05.033161 INFO::Fitting model to feature number 684, F713 2024-05-09 09:03:05.038733 INFO::Fitting model to feature number 685, F714 2024-05-09 09:03:05.044283 INFO::Fitting model to feature number 686, F715 2024-05-09 09:03:05.049941 INFO::Fitting model to feature number 687, F716 2024-05-09 09:03:05.055863 INFO::Fitting model to feature number 688, F717 2024-05-09 09:03:05.061939 INFO::Fitting model to feature number 689, F718 2024-05-09 09:03:05.067941 INFO::Fitting model to feature number 690, F719 2024-05-09 09:03:05.073808 INFO::Fitting model to feature number 691, F720 2024-05-09 09:03:05.079524 INFO::Fitting model to feature number 692, F721 2024-05-09 09:03:05.085131 INFO::Fitting model to feature number 693, F722 2024-05-09 09:03:05.090753 INFO::Fitting model to feature number 694, F723 2024-05-09 09:03:05.096397 INFO::Fitting model to feature number 695, F724 2024-05-09 09:03:05.101975 INFO::Fitting model to feature number 696, F725 2024-05-09 09:03:05.107544 INFO::Fitting model to feature number 697, F726 2024-05-09 09:03:05.113055 INFO::Fitting model to feature number 698, F727 2024-05-09 09:03:05.118556 INFO::Fitting model to feature number 699, F728 2024-05-09 09:03:05.124076 INFO::Fitting model to feature number 700, F729 2024-05-09 09:03:05.129588 INFO::Fitting model to feature number 701, F730 2024-05-09 09:03:05.135024 INFO::Fitting model to feature number 702, F731 2024-05-09 09:03:05.140453 INFO::Fitting model to feature number 703, F732 2024-05-09 09:03:05.14588 INFO::Fitting model to feature number 704, F733 2024-05-09 09:03:05.151299 INFO::Fitting model to feature number 705, F734 2024-05-09 09:03:05.156696 INFO::Fitting model to feature number 706, F735 2024-05-09 09:03:05.162099 INFO::Fitting model to feature number 707, F736 2024-05-09 09:03:05.167492 INFO::Fitting model to feature number 708, F737 2024-05-09 09:03:05.172889 INFO::Fitting model to feature number 709, F739 2024-05-09 09:03:05.178242 INFO::Fitting model to feature number 710, F740 2024-05-09 09:03:05.183648 INFO::Fitting model to feature number 711, F741 2024-05-09 09:03:05.189075 INFO::Fitting model to feature number 712, F742 2024-05-09 09:03:05.194466 INFO::Fitting model to feature number 713, F743 2024-05-09 09:03:05.199855 INFO::Fitting model to feature number 714, F744 2024-05-09 09:03:05.20523 INFO::Fitting model to feature number 715, F745 2024-05-09 09:03:05.210614 INFO::Fitting model to feature number 716, F746 2024-05-09 09:03:05.216028 INFO::Fitting model to feature number 717, F747 2024-05-09 09:03:05.221501 INFO::Fitting model to feature number 718, F748 2024-05-09 09:03:05.227024 INFO::Fitting model to feature number 719, F749 2024-05-09 09:03:05.232564 INFO::Fitting model to feature number 720, F750 2024-05-09 09:03:05.238064 INFO::Fitting model to feature number 721, F751 2024-05-09 09:03:05.243549 INFO::Fitting model to feature number 722, F752 2024-05-09 09:03:05.249021 INFO::Fitting model to feature number 723, F753 2024-05-09 09:03:05.254519 INFO::Fitting model to feature number 724, F754 2024-05-09 09:03:05.26007 INFO::Fitting model to feature number 725, F755 2024-05-09 09:03:05.265535 INFO::Fitting model to feature number 726, F756 2024-05-09 09:03:05.271117 INFO::Fitting model to feature number 727, F757 2024-05-09 09:03:05.276611 INFO::Fitting model to feature number 728, F758 2024-05-09 09:03:05.282108 INFO::Fitting model to feature number 729, F759 2024-05-09 09:03:05.287603 INFO::Fitting model to feature number 730, F760 2024-05-09 09:03:05.293061 INFO::Fitting model to feature number 731, F761 2024-05-09 09:03:05.29848 INFO::Fitting model to feature number 732, F762 2024-05-09 09:03:05.303956 INFO::Fitting model to feature number 733, F763 2024-05-09 09:03:05.309453 INFO::Fitting model to feature number 734, F764 2024-05-09 09:03:05.314865 INFO::Fitting model to feature number 735, F765 2024-05-09 09:03:05.320302 INFO::Fitting model to feature number 736, F766 2024-05-09 09:03:05.325876 INFO::Fitting model to feature number 737, F767 2024-05-09 09:03:05.331414 INFO::Fitting model to feature number 738, F768 2024-05-09 09:03:05.337002 INFO::Fitting model to feature number 739, F769 2024-05-09 09:03:05.342603 INFO::Fitting model to feature number 740, F770 2024-05-09 09:03:05.348254 INFO::Fitting model to feature number 741, F771 2024-05-09 09:03:05.353843 INFO::Fitting model to feature number 742, F772 2024-05-09 09:03:05.359475 INFO::Fitting model to feature number 743, F773 2024-05-09 09:03:05.365161 INFO::Fitting model to feature number 744, F774 2024-05-09 09:03:05.370886 INFO::Fitting model to feature number 745, F775 2024-05-09 09:03:05.376676 INFO::Fitting model to feature number 746, F776 2024-05-09 09:03:05.382378 INFO::Fitting model to feature number 747, F777 2024-05-09 09:03:05.388077 INFO::Fitting model to feature number 748, F778 2024-05-09 09:03:05.393715 INFO::Fitting model to feature number 749, F779 2024-05-09 09:03:05.399436 INFO::Fitting model to feature number 750, F780 2024-05-09 09:03:05.405173 INFO::Fitting model to feature number 751, F781 2024-05-09 09:03:05.410957 INFO::Fitting model to feature number 752, F782 2024-05-09 09:03:05.41671 INFO::Fitting model to feature number 753, F783 2024-05-09 09:03:05.422399 INFO::Fitting model to feature number 754, F784 2024-05-09 09:03:05.42808 INFO::Fitting model to feature number 755, F785 2024-05-09 09:03:05.433793 INFO::Fitting model to feature number 756, F786 2024-05-09 09:03:05.439526 INFO::Fitting model to feature number 757, F787 2024-05-09 09:03:05.445241 INFO::Fitting model to feature number 758, F788 2024-05-09 09:03:05.450914 INFO::Fitting model to feature number 759, F789 2024-05-09 09:03:05.456496 INFO::Fitting model to feature number 760, F790 2024-05-09 09:03:05.462033 INFO::Fitting model to feature number 761, F791 2024-05-09 09:03:05.46755 INFO::Fitting model to feature number 762, F792 2024-05-09 09:03:05.473016 INFO::Fitting model to feature number 763, F793 2024-05-09 09:03:05.478496 INFO::Fitting model to feature number 764, F794 2024-05-09 09:03:05.484185 INFO::Fitting model to feature number 765, F795 2024-05-09 09:03:05.490069 INFO::Fitting model to feature number 766, F796 2024-05-09 09:03:05.496006 INFO::Fitting model to feature number 767, F797 2024-05-09 09:03:05.501943 INFO::Fitting model to feature number 768, F798 2024-05-09 09:03:05.507724 INFO::Fitting model to feature number 769, F799 2024-05-09 09:03:05.513398 INFO::Fitting model to feature number 770, F800 2024-05-09 09:03:05.518967 INFO::Fitting model to feature number 771, F801 2024-05-09 09:03:05.524546 INFO::Fitting model to feature number 772, F802 2024-05-09 09:03:05.530163 INFO::Fitting model to feature number 773, F803 2024-05-09 09:03:05.535765 INFO::Fitting model to feature number 774, F804 2024-05-09 09:03:05.541366 INFO::Fitting model to feature number 775, F805 2024-05-09 09:03:05.547096 INFO::Fitting model to feature number 776, F806 2024-05-09 09:03:05.552902 INFO::Fitting model to feature number 777, F808 2024-05-09 09:03:05.558607 INFO::Fitting model to feature number 778, F809 2024-05-09 09:03:05.564185 INFO::Fitting model to feature number 779, F810 2024-05-09 09:03:05.569711 INFO::Fitting model to feature number 780, F811 2024-05-09 09:03:05.575188 INFO::Fitting model to feature number 781, F812 2024-05-09 09:03:05.580603 INFO::Fitting model to feature number 782, F813 2024-05-09 09:03:05.585978 INFO::Fitting model to feature number 783, F814 2024-05-09 09:03:05.591331 INFO::Fitting model to feature number 784, F815 2024-05-09 09:03:05.596687 INFO::Fitting model to feature number 785, F816 2024-05-09 09:03:05.602142 INFO::Fitting model to feature number 786, F817 2024-05-09 09:03:05.607526 INFO::Fitting model to feature number 787, F818 2024-05-09 09:03:05.612913 INFO::Fitting model to feature number 788, F819 2024-05-09 09:03:05.618315 INFO::Fitting model to feature number 789, F820 2024-05-09 09:03:05.62374 INFO::Fitting model to feature number 790, F821 2024-05-09 09:03:05.629278 INFO::Fitting model to feature number 791, F822 2024-05-09 09:03:05.634791 INFO::Fitting model to feature number 792, F823 2024-05-09 09:03:05.640383 INFO::Fitting model to feature number 793, F824 2024-05-09 09:03:05.646143 INFO::Fitting model to feature number 794, F825 2024-05-09 09:03:05.651961 INFO::Fitting model to feature number 795, F826 2024-05-09 09:03:05.657757 INFO::Fitting model to feature number 796, F827 2024-05-09 09:03:05.66356 INFO::Fitting model to feature number 797, F828 2024-05-09 09:03:05.669334 INFO::Fitting model to feature number 798, F829 2024-05-09 09:03:05.706569 INFO::Fitting model to feature number 799, F830 2024-05-09 09:03:05.712371 INFO::Fitting model to feature number 800, F831 2024-05-09 09:03:05.717951 INFO::Fitting model to feature number 801, F832 2024-05-09 09:03:05.723758 INFO::Fitting model to feature number 802, F833 2024-05-09 09:03:05.729613 INFO::Fitting model to feature number 803, F834 2024-05-09 09:03:05.735688 INFO::Fitting model to feature number 804, F835 2024-05-09 09:03:05.741834 INFO::Fitting model to feature number 805, F836 2024-05-09 09:03:05.747747 INFO::Fitting model to feature number 806, F837 2024-05-09 09:03:05.753483 INFO::Fitting model to feature number 807, F838 2024-05-09 09:03:05.7591 INFO::Fitting model to feature number 808, F839 2024-05-09 09:03:05.764638 INFO::Fitting model to feature number 809, F840 2024-05-09 09:03:05.770188 INFO::Fitting model to feature number 810, F841 2024-05-09 09:03:05.775669 INFO::Fitting model to feature number 811, F842 2024-05-09 09:03:05.781102 INFO::Fitting model to feature number 812, F843 2024-05-09 09:03:05.786535 INFO::Fitting model to feature number 813, F844 2024-05-09 09:03:05.791971 INFO::Fitting model to feature number 814, F845 2024-05-09 09:03:05.797376 INFO::Fitting model to feature number 815, F846 2024-05-09 09:03:05.80282 INFO::Fitting model to feature number 816, F847 2024-05-09 09:03:05.808277 INFO::Fitting model to feature number 817, F848 2024-05-09 09:03:05.813808 INFO::Fitting model to feature number 818, F849 2024-05-09 09:03:05.81936 INFO::Fitting model to feature number 819, F850 2024-05-09 09:03:05.824895 INFO::Fitting model to feature number 820, F851 2024-05-09 09:03:05.830407 INFO::Fitting model to feature number 821, F852 2024-05-09 09:03:05.835906 INFO::Fitting model to feature number 822, F853 2024-05-09 09:03:05.841406 INFO::Fitting model to feature number 823, F854 2024-05-09 09:03:05.84687 INFO::Fitting model to feature number 824, F855 2024-05-09 09:03:05.852329 INFO::Fitting model to feature number 825, F856 2024-05-09 09:03:05.857815 INFO::Fitting model to feature number 826, F857 2024-05-09 09:03:05.863303 INFO::Fitting model to feature number 827, F858 2024-05-09 09:03:05.868813 INFO::Fitting model to feature number 828, F859 2024-05-09 09:03:05.874366 INFO::Fitting model to feature number 829, F860 2024-05-09 09:03:05.879868 INFO::Fitting model to feature number 830, F861 2024-05-09 09:03:05.885288 INFO::Fitting model to feature number 831, F862 2024-05-09 09:03:05.890688 INFO::Fitting model to feature number 832, F863 2024-05-09 09:03:05.896132 INFO::Fitting model to feature number 833, F864 2024-05-09 09:03:05.901536 INFO::Fitting model to feature number 834, F865 2024-05-09 09:03:05.906893 INFO::Fitting model to feature number 835, F866 2024-05-09 09:03:05.912298 INFO::Fitting model to feature number 836, F867 2024-05-09 09:03:05.917701 INFO::Fitting model to feature number 837, F868 2024-05-09 09:03:05.923031 INFO::Fitting model to feature number 838, F869 2024-05-09 09:03:05.928371 INFO::Fitting model to feature number 839, F870 2024-05-09 09:03:05.933803 INFO::Fitting model to feature number 840, F871 2024-05-09 09:03:05.939221 INFO::Fitting model to feature number 841, F872 2024-05-09 09:03:05.944638 INFO::Fitting model to feature number 842, F873 2024-05-09 09:03:05.950053 INFO::Fitting model to feature number 843, F874 2024-05-09 09:03:05.955485 INFO::Fitting model to feature number 844, F875 2024-05-09 09:03:05.960893 INFO::Fitting model to feature number 845, F876 2024-05-09 09:03:05.966254 INFO::Fitting model to feature number 846, F877 2024-05-09 09:03:05.971744 INFO::Fitting model to feature number 847, F878 2024-05-09 09:03:05.977455 INFO::Fitting model to feature number 848, F879 2024-05-09 09:03:05.983258 INFO::Fitting model to feature number 849, F880 2024-05-09 09:03:05.989033 INFO::Fitting model to feature number 850, F881 2024-05-09 09:03:05.994799 INFO::Fitting model to feature number 851, F882 2024-05-09 09:03:06.000563 INFO::Fitting model to feature number 852, F883 2024-05-09 09:03:06.006371 INFO::Fitting model to feature number 853, F884 2024-05-09 09:03:06.012152 INFO::Fitting model to feature number 854, F885 2024-05-09 09:03:06.017979 INFO::Fitting model to feature number 855, F886 2024-05-09 09:03:06.02378 INFO::Fitting model to feature number 856, F887 2024-05-09 09:03:06.029562 INFO::Fitting model to feature number 857, F888 2024-05-09 09:03:06.035295 INFO::Fitting model to feature number 858, F889 2024-05-09 09:03:06.041036 INFO::Fitting model to feature number 859, F890 2024-05-09 09:03:06.046761 INFO::Fitting model to feature number 860, F891 2024-05-09 09:03:06.052459 INFO::Fitting model to feature number 861, F892 2024-05-09 09:03:06.058202 INFO::Fitting model to feature number 862, F893 2024-05-09 09:03:06.063965 INFO::Fitting model to feature number 863, F894 2024-05-09 09:03:06.069698 INFO::Fitting model to feature number 864, F895 2024-05-09 09:03:06.075456 INFO::Fitting model to feature number 865, F896 2024-05-09 09:03:06.081232 INFO::Fitting model to feature number 866, F897 2024-05-09 09:03:06.087024 INFO::Fitting model to feature number 867, F898 2024-05-09 09:03:06.092876 INFO::Fitting model to feature number 868, F899 2024-05-09 09:03:06.0988 INFO::Fitting model to feature number 869, F900 2024-05-09 09:03:06.355631 INFO::Counting total values for each feature 2024-05-09 09:03:06.533118 INFO::Writing filtered data to file Macarron_output/maaslin2_results/features/filtered_data.tsv 2024-05-09 09:03:06.656091 INFO::Writing filtered, normalized data to file Macarron_output/maaslin2_results/features/filtered_data_norm.tsv 2024-05-09 09:03:06.778828 INFO::Writing filtered, normalized, transformed data to file Macarron_output/maaslin2_results/features/filtered_data_norm_transformed.tsv 2024-05-09 09:03:06.903008 INFO::Writing residuals to file Macarron_output/maaslin2_results/fits/residuals.rds 2024-05-09 09:03:06.946396 INFO::Writing fitted values to file Macarron_output/maaslin2_results/fits/fitted.rds 2024-05-09 09:03:06.984063 INFO::Writing all results to file (ordered by increasing q-values): Macarron_output/maaslin2_results/all_results.tsv 2024-05-09 09:03:07.004346 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 2024-05-09 09:03:07.013558 INFO::Writing heatmap of significant results to file: Macarron_output/maaslin2_results/heatmap.pdf 2024-05-09 09:03:07.441231 INFO::Writing all prioritized metabolites to file: Macarron_output/prioritized_metabolites_all.csv 2024-05-09 09:03:07.452452 INFO::Writing characterizable prioritized metabolites to file: Macarron_output/prioritized_metabolites_characterizable.csv 2024-05-09 09:03:07.484971 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" 2024-05-09 09:03:24.648215 INFO::Writing function arguments to log file 2024-05-09 09:03:24.656546 INFO::Verifying options selected are valid 2024-05-09 09:03:24.657897 INFO::Determining format of input files 2024-05-09 09:03:24.659293 INFO::Input format is data samples as columns and metadata samples as rows 2024-05-09 09:03:24.685518 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-05-09 09:03:24.687857 INFO::Filter data based on min abundance and min prevalence 2024-05-09 09:03:24.68932 INFO::Total samples in data: 102 2024-05-09 09:03:24.690607 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-05-09 09:03:24.713599 INFO::Total filtered features: 0 2024-05-09 09:03:24.715256 INFO::Filtered feature names from abundance and prevalence filtering: 2024-05-09 09:03:24.758442 INFO::Total filtered features with variance filtering: 0 2024-05-09 09:03:24.760078 INFO::Filtered feature names from variance filtering: 2024-05-09 09:03:24.761303 INFO::Running selected normalization method: NONE 2024-05-09 09:03:24.762442 INFO::Applying z-score to standardize continuous metadata 2024-05-09 09:03:24.769361 INFO::Running selected transform method: NONE 2024-05-09 09:03:24.770753 INFO::Running selected analysis method: LM 2024-05-09 09:03:24.772135 INFO::Fitting model to feature number 1, F1 2024-05-09 09:03:24.777897 INFO::Fitting model to feature number 2, F2 2024-05-09 09:03:24.78375 INFO::Fitting model to feature number 3, F3 2024-05-09 09:03:24.789674 INFO::Fitting model to feature number 4, F4 2024-05-09 09:03:24.795445 INFO::Fitting model to feature number 5, F5 2024-05-09 09:03:24.801234 INFO::Fitting model to feature number 6, F6 2024-05-09 09:03:24.806966 INFO::Fitting model to feature number 7, F7 2024-05-09 09:03:24.812744 INFO::Fitting model to feature number 8, F8 2024-05-09 09:03:24.818496 INFO::Fitting model to feature number 9, F9 2024-05-09 09:03:24.824212 INFO::Fitting model to feature number 10, F10 2024-05-09 09:03:24.829966 INFO::Fitting model to feature number 11, F11 2024-05-09 09:03:24.83568 INFO::Fitting model to feature number 12, F12 2024-05-09 09:03:24.841415 INFO::Fitting model to feature number 13, F13 2024-05-09 09:03:24.847188 INFO::Fitting model to feature number 14, F14 2024-05-09 09:03:24.852962 INFO::Fitting model to feature number 15, F15 2024-05-09 09:03:24.858769 INFO::Fitting model to feature number 16, F16 2024-05-09 09:03:24.86464 INFO::Fitting model to feature number 17, F17 2024-05-09 09:03:24.870514 INFO::Fitting model to feature number 18, F18 2024-05-09 09:03:24.876296 INFO::Fitting model to feature number 19, F19 2024-05-09 09:03:24.882059 INFO::Fitting model to feature number 20, F20 2024-05-09 09:03:24.887756 INFO::Fitting model to feature number 21, F21 2024-05-09 09:03:24.89346 INFO::Fitting model to feature number 22, F22 2024-05-09 09:03:24.899175 INFO::Fitting model to feature number 23, F23 2024-05-09 09:03:24.904827 INFO::Fitting model to feature number 24, F24 2024-05-09 09:03:24.91048 INFO::Fitting model to feature number 25, F25 2024-05-09 09:03:24.916142 INFO::Fitting model to feature number 26, F26 2024-05-09 09:03:24.921865 INFO::Fitting model to feature number 27, F27 2024-05-09 09:03:24.927597 INFO::Fitting model to feature number 28, F28 2024-05-09 09:03:24.933362 INFO::Fitting model to feature number 29, F29 2024-05-09 09:03:24.939177 INFO::Fitting model to feature number 30, F30 2024-05-09 09:03:24.94488 INFO::Fitting model to feature number 31, F31 2024-05-09 09:03:24.950584 INFO::Fitting model to feature number 32, F32 2024-05-09 09:03:24.956333 INFO::Fitting model to feature number 33, F33 2024-05-09 09:03:24.962044 INFO::Fitting model to feature number 34, F34 2024-05-09 09:03:24.967756 INFO::Fitting model to feature number 35, F35 2024-05-09 09:03:24.973458 INFO::Fitting model to feature number 36, F36 2024-05-09 09:03:24.979135 INFO::Fitting model to feature number 37, F37 2024-05-09 09:03:24.984827 INFO::Fitting model to feature number 38, F38 2024-05-09 09:03:24.990481 INFO::Fitting model to feature number 39, F39 2024-05-09 09:03:24.996124 INFO::Fitting model to feature number 40, F40 2024-05-09 09:03:25.001773 INFO::Fitting model to feature number 41, F41 2024-05-09 09:03:25.007402 INFO::Fitting model to feature number 42, F43 2024-05-09 09:03:25.012988 INFO::Fitting model to feature number 43, F44 2024-05-09 09:03:25.018597 INFO::Fitting model to feature number 44, F45 2024-05-09 09:03:25.024251 INFO::Fitting model to feature number 45, F46 2024-05-09 09:03:25.029886 INFO::Fitting model to feature number 46, F47 2024-05-09 09:03:25.035488 INFO::Fitting model to feature number 47, F48 2024-05-09 09:03:25.041062 INFO::Fitting model to feature number 48, F49 2024-05-09 09:03:25.046638 INFO::Fitting model to feature number 49, F50 2024-05-09 09:03:25.052288 INFO::Fitting model to feature number 50, F51 2024-05-09 09:03:25.057917 INFO::Fitting model to feature number 51, F52 2024-05-09 09:03:25.063538 INFO::Fitting model to feature number 52, F53 2024-05-09 09:03:25.069142 INFO::Fitting model to feature number 53, F54 2024-05-09 09:03:25.07474 INFO::Fitting model to feature number 54, F55 2024-05-09 09:03:25.080415 INFO::Fitting model to feature number 55, F56 2024-05-09 09:03:25.08617 INFO::Fitting model to feature number 56, F57 2024-05-09 09:03:25.091949 INFO::Fitting model to feature number 57, F58 2024-05-09 09:03:25.097713 INFO::Fitting model to feature number 58, F59 2024-05-09 09:03:25.10345 INFO::Fitting model to feature number 59, F60 2024-05-09 09:03:25.109191 INFO::Fitting model to feature number 60, F63 2024-05-09 09:03:25.114893 INFO::Fitting model to feature number 61, F64 2024-05-09 09:03:25.120687 INFO::Fitting model to feature number 62, F65 2024-05-09 09:03:25.126542 INFO::Fitting model to feature number 63, F66 2024-05-09 09:03:25.132572 INFO::Fitting model to feature number 64, F67 2024-05-09 09:03:25.138687 INFO::Fitting model to feature number 65, F68 2024-05-09 09:03:25.144654 INFO::Fitting model to feature number 66, F69 2024-05-09 09:03:25.150599 INFO::Fitting model to feature number 67, F70 2024-05-09 09:03:25.156558 INFO::Fitting model to feature number 68, F71 2024-05-09 09:03:25.162577 INFO::Fitting model to feature number 69, F72 2024-05-09 09:03:25.168569 INFO::Fitting model to feature number 70, F73 2024-05-09 09:03:25.174543 INFO::Fitting model to feature number 71, F74 2024-05-09 09:03:25.180563 INFO::Fitting model to feature number 72, F76 2024-05-09 09:03:25.18662 INFO::Fitting model to feature number 73, F77 2024-05-09 09:03:25.192712 INFO::Fitting model to feature number 74, F78 2024-05-09 09:03:25.198873 INFO::Fitting model to feature number 75, F79 2024-05-09 09:03:25.204966 INFO::Fitting model to feature number 76, F80 2024-05-09 09:03:25.21097 INFO::Fitting model to feature number 77, F81 2024-05-09 09:03:25.216938 INFO::Fitting model to feature number 78, F82 2024-05-09 09:03:25.222811 INFO::Fitting model to feature number 79, F83 2024-05-09 09:03:25.228674 INFO::Fitting model to feature number 80, F84 2024-05-09 09:03:25.234586 INFO::Fitting model to feature number 81, F85 2024-05-09 09:03:25.240457 INFO::Fitting model to feature number 82, F86 2024-05-09 09:03:25.246331 INFO::Fitting model to feature number 83, F87 2024-05-09 09:03:25.252223 INFO::Fitting model to feature number 84, F88 2024-05-09 09:03:25.258056 INFO::Fitting model to feature number 85, F89 2024-05-09 09:03:25.26392 INFO::Fitting model to feature number 86, F90 2024-05-09 09:03:25.269778 INFO::Fitting model to feature number 87, F91 2024-05-09 09:03:25.2756 INFO::Fitting model to feature number 88, F92 2024-05-09 09:03:25.281669 INFO::Fitting model to feature number 89, F93 2024-05-09 09:03:25.287865 INFO::Fitting model to feature number 90, F94 2024-05-09 09:03:25.294043 INFO::Fitting model to feature number 91, F95 2024-05-09 09:03:25.300225 INFO::Fitting model to feature number 92, F96 2024-05-09 09:03:25.306414 INFO::Fitting model to feature number 93, F97 2024-05-09 09:03:25.312648 INFO::Fitting model to feature number 94, F98 2024-05-09 09:03:25.318843 INFO::Fitting model to feature number 95, F99 2024-05-09 09:03:25.324907 INFO::Fitting model to feature number 96, F100 2024-05-09 09:03:25.330691 INFO::Fitting model to feature number 97, F101 2024-05-09 09:03:25.336491 INFO::Fitting model to feature number 98, F102 2024-05-09 09:03:25.342245 INFO::Fitting model to feature number 99, F103 2024-05-09 09:03:25.348005 INFO::Fitting model to feature number 100, F104 2024-05-09 09:03:25.353797 INFO::Fitting model to feature number 101, F105 2024-05-09 09:03:25.359538 INFO::Fitting model to feature number 102, F106 2024-05-09 09:03:25.36527 INFO::Fitting model to feature number 103, F107 2024-05-09 09:03:25.370961 INFO::Fitting model to feature number 104, F108 2024-05-09 09:03:25.37665 INFO::Fitting model to feature number 105, F109 2024-05-09 09:03:25.382355 INFO::Fitting model to feature number 106, F110 2024-05-09 09:03:25.387992 INFO::Fitting model to feature number 107, F111 2024-05-09 09:03:25.393624 INFO::Fitting model to feature number 108, F112 2024-05-09 09:03:25.3992 INFO::Fitting model to feature number 109, F113 2024-05-09 09:03:25.404755 INFO::Fitting model to feature number 110, F114 2024-05-09 09:03:25.410319 INFO::Fitting model to feature number 111, F115 2024-05-09 09:03:25.415886 INFO::Fitting model to feature number 112, F117 2024-05-09 09:03:25.421472 INFO::Fitting model to feature number 113, F118 2024-05-09 09:03:25.427137 INFO::Fitting model to feature number 114, F119 2024-05-09 09:03:25.432753 INFO::Fitting model to feature number 115, F120 2024-05-09 09:03:25.438369 INFO::Fitting model to feature number 116, F121 2024-05-09 09:03:25.44397 INFO::Fitting model to feature number 117, F122 2024-05-09 09:03:25.449573 INFO::Fitting model to feature number 118, F123 2024-05-09 09:03:25.455303 INFO::Fitting model to feature number 119, F124 2024-05-09 09:03:25.461162 INFO::Fitting model to feature number 120, F125 2024-05-09 09:03:25.466919 INFO::Fitting model to feature number 121, F126 2024-05-09 09:03:25.472684 INFO::Fitting model to feature number 122, F127 2024-05-09 09:03:25.47852 INFO::Fitting model to feature number 123, F128 2024-05-09 09:03:25.484291 INFO::Fitting model to feature number 124, F129 2024-05-09 09:03:25.490008 INFO::Fitting model to feature number 125, F130 2024-05-09 09:03:25.49575 INFO::Fitting model to feature number 126, F131 2024-05-09 09:03:25.501489 INFO::Fitting model to feature number 127, F132 2024-05-09 09:03:25.507245 INFO::Fitting model to feature number 128, F133 2024-05-09 09:03:25.513038 INFO::Fitting model to feature number 129, F134 2024-05-09 09:03:25.518774 INFO::Fitting model to feature number 130, F135 2024-05-09 09:03:25.524555 INFO::Fitting model to feature number 131, F136 2024-05-09 09:03:25.530346 INFO::Fitting model to feature number 132, F137 2024-05-09 09:03:25.536144 INFO::Fitting model to feature number 133, F138 2024-05-09 09:03:25.542025 INFO::Fitting model to feature number 134, F139 2024-05-09 09:03:25.547905 INFO::Fitting model to feature number 135, F140 2024-05-09 09:03:25.55374 INFO::Fitting model to feature number 136, F141 2024-05-09 09:03:25.559461 INFO::Fitting model to feature number 137, F142 2024-05-09 09:03:25.565145 INFO::Fitting model to feature number 138, F143 2024-05-09 09:03:25.570797 INFO::Fitting model to feature number 139, F144 2024-05-09 09:03:25.57645 INFO::Fitting model to feature number 140, F145 2024-05-09 09:03:25.582072 INFO::Fitting model to feature number 141, F146 2024-05-09 09:03:25.587673 INFO::Fitting model to feature number 142, F147 2024-05-09 09:03:25.593261 INFO::Fitting model to feature number 143, F148 2024-05-09 09:03:25.598811 INFO::Fitting model to feature number 144, F149 2024-05-09 09:03:25.604439 INFO::Fitting model to feature number 145, F150 2024-05-09 09:03:25.610042 INFO::Fitting model to feature number 146, F152 2024-05-09 09:03:25.615666 INFO::Fitting model to feature number 147, F153 2024-05-09 09:03:25.621259 INFO::Fitting model to feature number 148, F154 2024-05-09 09:03:25.626794 INFO::Fitting model to feature number 149, F155 2024-05-09 09:03:25.632446 INFO::Fitting model to feature number 150, F156 2024-05-09 09:03:25.638203 INFO::Fitting model to feature number 151, F157 2024-05-09 09:03:25.644111 INFO::Fitting model to feature number 152, F158 2024-05-09 09:03:25.64996 INFO::Fitting model to feature number 153, F159 2024-05-09 09:03:25.655755 INFO::Fitting model to feature number 154, F160 2024-05-09 09:03:25.661539 INFO::Fitting model to feature number 155, F161 2024-05-09 09:03:25.667344 INFO::Fitting model to feature number 156, F162 2024-05-09 09:03:25.673172 INFO::Fitting model to feature number 157, F163 2024-05-09 09:03:25.67903 INFO::Fitting model to feature number 158, F164 2024-05-09 09:03:25.684947 INFO::Fitting model to feature number 159, F165 2024-05-09 09:03:25.690831 INFO::Fitting model to feature number 160, F166 2024-05-09 09:03:25.696864 INFO::Fitting model to feature number 161, F167 2024-05-09 09:03:25.702832 INFO::Fitting model to feature number 162, F168 2024-05-09 09:03:25.708738 INFO::Fitting model to feature number 163, F169 2024-05-09 09:03:25.714689 INFO::Fitting model to feature number 164, F170 2024-05-09 09:03:25.72064 INFO::Fitting model to feature number 165, F171 2024-05-09 09:03:25.726573 INFO::Fitting model to feature number 166, F172 2024-05-09 09:03:25.732496 INFO::Fitting model to feature number 167, F173 2024-05-09 09:03:25.7384 INFO::Fitting model to feature number 168, F174 2024-05-09 09:03:25.744319 INFO::Fitting model to feature number 169, F175 2024-05-09 09:03:25.750302 INFO::Fitting model to feature number 170, F176 2024-05-09 09:03:25.756347 INFO::Fitting model to feature number 171, F177 2024-05-09 09:03:25.762295 INFO::Fitting model to feature number 172, F178 2024-05-09 09:03:25.76829 INFO::Fitting model to feature number 173, F179 2024-05-09 09:03:25.774248 INFO::Fitting model to feature number 174, F180 2024-05-09 09:03:25.78021 INFO::Fitting model to feature number 175, F181 2024-05-09 09:03:25.786263 INFO::Fitting model to feature number 176, F182 2024-05-09 09:03:25.792438 INFO::Fitting model to feature number 177, F183 2024-05-09 09:03:25.798581 INFO::Fitting model to feature number 178, F184 2024-05-09 09:03:25.804621 INFO::Fitting model to feature number 179, F185 2024-05-09 09:03:25.810716 INFO::Fitting model to feature number 180, F186 2024-05-09 09:03:25.816924 INFO::Fitting model to feature number 181, F187 2024-05-09 09:03:25.822976 INFO::Fitting model to feature number 182, F188 2024-05-09 09:03:25.829174 INFO::Fitting model to feature number 183, F189 2024-05-09 09:03:25.835355 INFO::Fitting model to feature number 184, F190 2024-05-09 09:03:25.841508 INFO::Fitting model to feature number 185, F191 2024-05-09 09:03:25.847701 INFO::Fitting model to feature number 186, F192 2024-05-09 09:03:25.853745 INFO::Fitting model to feature number 187, F193 2024-05-09 09:03:25.85975 INFO::Fitting model to feature number 188, F194 2024-05-09 09:03:25.865851 INFO::Fitting model to feature number 189, F195 2024-05-09 09:03:25.872253 INFO::Fitting model to feature number 190, F196 2024-05-09 09:03:25.878683 INFO::Fitting model to feature number 191, F197 2024-05-09 09:03:25.885131 INFO::Fitting model to feature number 192, F198 2024-05-09 09:03:25.891329 INFO::Fitting model to feature number 193, F199 2024-05-09 09:03:25.897341 INFO::Fitting model to feature number 194, F200 2024-05-09 09:03:25.903341 INFO::Fitting model to feature number 195, F201 2024-05-09 09:03:25.909307 INFO::Fitting model to feature number 196, F202 2024-05-09 09:03:25.915269 INFO::Fitting model to feature number 197, F203 2024-05-09 09:03:25.921278 INFO::Fitting model to feature number 198, F204 2024-05-09 09:03:25.927346 INFO::Fitting model to feature number 199, F206 2024-05-09 09:03:25.933441 INFO::Fitting model to feature number 200, F207 2024-05-09 09:03:25.939509 INFO::Fitting model to feature number 201, F208 2024-05-09 09:03:25.945536 INFO::Fitting model to feature number 202, F209 2024-05-09 09:03:25.951441 INFO::Fitting model to feature number 203, F210 2024-05-09 09:03:25.957342 INFO::Fitting model to feature number 204, F211 2024-05-09 09:03:25.963303 INFO::Fitting model to feature number 205, F212 2024-05-09 09:03:25.969263 INFO::Fitting model to feature number 206, F213 2024-05-09 09:03:25.975208 INFO::Fitting model to feature number 207, F214 2024-05-09 09:03:25.981097 INFO::Fitting model to feature number 208, F215 2024-05-09 09:03:25.986972 INFO::Fitting model to feature number 209, F216 2024-05-09 09:03:25.99295 INFO::Fitting model to feature number 210, F217 2024-05-09 09:03:25.998839 INFO::Fitting model to feature number 211, F218 2024-05-09 09:03:26.004769 INFO::Fitting model to feature number 212, F219 2024-05-09 09:03:26.010732 INFO::Fitting model to feature number 213, F220 2024-05-09 09:03:26.016707 INFO::Fitting model to feature number 214, F221 2024-05-09 09:03:26.02266 INFO::Fitting model to feature number 215, F222 2024-05-09 09:03:26.028606 INFO::Fitting model to feature number 216, F223 2024-05-09 09:03:26.034517 INFO::Fitting model to feature number 217, F224 2024-05-09 09:03:26.040424 INFO::Fitting model to feature number 218, F225 2024-05-09 09:03:26.046311 INFO::Fitting model to feature number 219, F226 2024-05-09 09:03:26.052224 INFO::Fitting model to feature number 220, F227 2024-05-09 09:03:26.063006 INFO::Fitting model to feature number 221, F228 2024-05-09 09:03:26.069215 INFO::Fitting model to feature number 222, F229 2024-05-09 09:03:26.075279 INFO::Fitting model to feature number 223, F230 2024-05-09 09:03:26.081405 INFO::Fitting model to feature number 224, F231 2024-05-09 09:03:26.087707 INFO::Fitting model to feature number 225, F232 2024-05-09 09:03:26.093806 INFO::Fitting model to feature number 226, F233 2024-05-09 09:03:26.099992 INFO::Fitting model to feature number 227, F234 2024-05-09 09:03:26.106065 INFO::Fitting model to feature number 228, F235 2024-05-09 09:03:26.112185 INFO::Fitting model to feature number 229, F236 2024-05-09 09:03:26.118351 INFO::Fitting model to feature number 230, F237 2024-05-09 09:03:26.124516 INFO::Fitting model to feature number 231, F238 2024-05-09 09:03:26.130869 INFO::Fitting model to feature number 232, F239 2024-05-09 09:03:26.137223 INFO::Fitting model to feature number 233, F240 2024-05-09 09:03:26.143572 INFO::Fitting model to feature number 234, F241 2024-05-09 09:03:26.149745 INFO::Fitting model to feature number 235, F242 2024-05-09 09:03:26.155739 INFO::Fitting model to feature number 236, F243 2024-05-09 09:03:26.161855 INFO::Fitting model to feature number 237, F244 2024-05-09 09:03:26.167931 INFO::Fitting model to feature number 238, F245 2024-05-09 09:03:26.173848 INFO::Fitting model to feature number 239, F246 2024-05-09 09:03:26.179793 INFO::Fitting model to feature number 240, F247 2024-05-09 09:03:26.185688 INFO::Fitting model to feature number 241, F248 2024-05-09 09:03:26.191619 INFO::Fitting model to feature number 242, F249 2024-05-09 09:03:26.197554 INFO::Fitting model to feature number 243, F250 2024-05-09 09:03:26.203416 INFO::Fitting model to feature number 244, F252 2024-05-09 09:03:26.209378 INFO::Fitting model to feature number 245, F253 2024-05-09 09:03:26.215356 INFO::Fitting model to feature number 246, F254 2024-05-09 09:03:26.221179 INFO::Fitting model to feature number 247, F255 2024-05-09 09:03:26.227009 INFO::Fitting model to feature number 248, F256 2024-05-09 09:03:26.233018 INFO::Fitting model to feature number 249, F257 2024-05-09 09:03:26.238954 INFO::Fitting model to feature number 250, F259 2024-05-09 09:03:26.244868 INFO::Fitting model to feature number 251, F260 2024-05-09 09:03:26.250863 INFO::Fitting model to feature number 252, F261 2024-05-09 09:03:26.257051 INFO::Fitting model to feature number 253, F262 2024-05-09 09:03:26.263272 INFO::Fitting model to feature number 254, F263 2024-05-09 09:03:26.269508 INFO::Fitting model to feature number 255, F264 2024-05-09 09:03:26.27565 INFO::Fitting model to feature number 256, F265 2024-05-09 09:03:26.281785 INFO::Fitting model to feature number 257, F266 2024-05-09 09:03:26.288096 INFO::Fitting model to feature number 258, F267 2024-05-09 09:03:26.294424 INFO::Fitting model to feature number 259, F269 2024-05-09 09:03:26.300684 INFO::Fitting model to feature number 260, F270 2024-05-09 09:03:26.306862 INFO::Fitting model to feature number 261, F271 2024-05-09 09:03:26.313148 INFO::Fitting model to feature number 262, F272 2024-05-09 09:03:26.319404 INFO::Fitting model to feature number 263, F273 2024-05-09 09:03:26.325643 INFO::Fitting model to feature number 264, F274 2024-05-09 09:03:26.331904 INFO::Fitting model to feature number 265, F276 2024-05-09 09:03:26.338104 INFO::Fitting model to feature number 266, F277 2024-05-09 09:03:26.344175 INFO::Fitting model to feature number 267, F278 2024-05-09 09:03:26.350418 INFO::Fitting model to feature number 268, F279 2024-05-09 09:03:26.356603 INFO::Fitting model to feature number 269, F280 2024-05-09 09:03:26.362662 INFO::Fitting model to feature number 270, F281 2024-05-09 09:03:26.368892 INFO::Fitting model to feature number 271, F282 2024-05-09 09:03:26.375084 INFO::Fitting model to feature number 272, F283 2024-05-09 09:03:26.381243 INFO::Fitting model to feature number 273, F284 2024-05-09 09:03:26.387546 INFO::Fitting model to feature number 274, F285 2024-05-09 09:03:26.393857 INFO::Fitting model to feature number 275, F286 2024-05-09 09:03:26.400038 INFO::Fitting model to feature number 276, F287 2024-05-09 09:03:26.406268 INFO::Fitting model to feature number 277, F288 2024-05-09 09:03:26.412508 INFO::Fitting model to feature number 278, F289 2024-05-09 09:03:26.418943 INFO::Fitting model to feature number 279, F290 2024-05-09 09:03:26.425387 INFO::Fitting model to feature number 280, F292 2024-05-09 09:03:26.431755 INFO::Fitting model to feature number 281, F293 2024-05-09 09:03:26.438098 INFO::Fitting model to feature number 282, F294 2024-05-09 09:03:26.444347 INFO::Fitting model to feature number 283, F295 2024-05-09 09:03:26.450592 INFO::Fitting model to feature number 284, F296 2024-05-09 09:03:26.45681 INFO::Fitting model to feature number 285, F297 2024-05-09 09:03:26.502038 INFO::Fitting model to feature number 286, F298 2024-05-09 09:03:26.508183 INFO::Fitting model to feature number 287, F299 2024-05-09 09:03:26.514287 INFO::Fitting model to feature number 288, F300 2024-05-09 09:03:26.520365 INFO::Fitting model to feature number 289, F301 2024-05-09 09:03:26.52642 INFO::Fitting model to feature number 290, F302 2024-05-09 09:03:26.532538 INFO::Fitting model to feature number 291, F303 2024-05-09 09:03:26.538554 INFO::Fitting model to feature number 292, F304 2024-05-09 09:03:26.54455 INFO::Fitting model to feature number 293, F305 2024-05-09 09:03:26.550529 INFO::Fitting model to feature number 294, F306 2024-05-09 09:03:26.556475 INFO::Fitting model to feature number 295, F307 2024-05-09 09:03:26.562424 INFO::Fitting model to feature number 296, F308 2024-05-09 09:03:26.568347 INFO::Fitting model to feature number 297, F309 2024-05-09 09:03:26.574299 INFO::Fitting model to feature number 298, F310 2024-05-09 09:03:26.580379 INFO::Fitting model to feature number 299, F311 2024-05-09 09:03:26.586539 INFO::Fitting model to feature number 300, F312 2024-05-09 09:03:26.592676 INFO::Fitting model to feature number 301, F313 2024-05-09 09:03:26.599209 INFO::Fitting model to feature number 302, F315 2024-05-09 09:03:26.605806 INFO::Fitting model to feature number 303, F316 2024-05-09 09:03:26.612409 INFO::Fitting model to feature number 304, F317 2024-05-09 09:03:26.618905 INFO::Fitting model to feature number 305, F318 2024-05-09 09:03:26.625302 INFO::Fitting model to feature number 306, F319 2024-05-09 09:03:26.631726 INFO::Fitting model to feature number 307, F320 2024-05-09 09:03:26.638255 INFO::Fitting model to feature number 308, F321 2024-05-09 09:03:26.644925 INFO::Fitting model to feature number 309, F322 2024-05-09 09:03:26.651673 INFO::Fitting model to feature number 310, F323 2024-05-09 09:03:26.658392 INFO::Fitting model to feature number 311, F324 2024-05-09 09:03:26.665065 INFO::Fitting model to feature number 312, F325 2024-05-09 09:03:26.671635 INFO::Fitting model to feature number 313, F326 2024-05-09 09:03:26.678099 INFO::Fitting model to feature number 314, F327 2024-05-09 09:03:26.684771 INFO::Fitting model to feature number 315, F328 2024-05-09 09:03:26.691368 INFO::Fitting model to feature number 316, F329 2024-05-09 09:03:26.697961 INFO::Fitting model to feature number 317, F330 2024-05-09 09:03:26.704184 INFO::Fitting model to feature number 318, F331 2024-05-09 09:03:26.710227 INFO::Fitting model to feature number 319, F332 2024-05-09 09:03:26.71623 INFO::Fitting model to feature number 320, F333 2024-05-09 09:03:26.722294 INFO::Fitting model to feature number 321, F334 2024-05-09 09:03:26.728324 INFO::Fitting model to feature number 322, F335 2024-05-09 09:03:26.734294 INFO::Fitting model to feature number 323, F336 2024-05-09 09:03:26.74017 INFO::Fitting model to feature number 324, F337 2024-05-09 09:03:26.746133 INFO::Fitting model to feature number 325, F338 2024-05-09 09:03:26.752089 INFO::Fitting model to feature number 326, F339 2024-05-09 09:03:26.757951 INFO::Fitting model to feature number 327, F340 2024-05-09 09:03:26.7638 INFO::Fitting model to feature number 328, F342 2024-05-09 09:03:26.769683 INFO::Fitting model to feature number 329, F343 2024-05-09 09:03:26.775706 INFO::Fitting model to feature number 330, F344 2024-05-09 09:03:26.781865 INFO::Fitting model to feature number 331, F345 2024-05-09 09:03:26.788074 INFO::Fitting model to feature number 332, F346 2024-05-09 09:03:26.794255 INFO::Fitting model to feature number 333, F347 2024-05-09 09:03:26.800292 INFO::Fitting model to feature number 334, F348 2024-05-09 09:03:26.806304 INFO::Fitting model to feature number 335, F350 2024-05-09 09:03:26.81237 INFO::Fitting model to feature number 336, F351 2024-05-09 09:03:26.818347 INFO::Fitting model to feature number 337, F352 2024-05-09 09:03:26.824265 INFO::Fitting model to feature number 338, F353 2024-05-09 09:03:26.830182 INFO::Fitting model to feature number 339, F355 2024-05-09 09:03:26.836027 INFO::Fitting model to feature number 340, F356 2024-05-09 09:03:26.841884 INFO::Fitting model to feature number 341, F357 2024-05-09 09:03:26.847681 INFO::Fitting model to feature number 342, F358 2024-05-09 09:03:26.853485 INFO::Fitting model to feature number 343, F359 2024-05-09 09:03:26.859257 INFO::Fitting model to feature number 344, F360 2024-05-09 09:03:26.865026 INFO::Fitting model to feature number 345, F361 2024-05-09 09:03:26.870752 INFO::Fitting model to feature number 346, F362 2024-05-09 09:03:26.876425 INFO::Fitting model to feature number 347, F363 2024-05-09 09:03:26.882188 INFO::Fitting model to feature number 348, F364 2024-05-09 09:03:26.887971 INFO::Fitting model to feature number 349, F365 2024-05-09 09:03:26.893777 INFO::Fitting model to feature number 350, F366 2024-05-09 09:03:26.899482 INFO::Fitting model to feature number 351, F367 2024-05-09 09:03:26.905262 INFO::Fitting model to feature number 352, F368 2024-05-09 09:03:26.911013 INFO::Fitting model to feature number 353, F369 2024-05-09 09:03:26.916873 INFO::Fitting model to feature number 354, F370 2024-05-09 09:03:26.922712 INFO::Fitting model to feature number 355, F371 2024-05-09 09:03:26.92859 INFO::Fitting model to feature number 356, F372 2024-05-09 09:03:26.934479 INFO::Fitting model to feature number 357, F373 2024-05-09 09:03:26.940278 INFO::Fitting model to feature number 358, F374 2024-05-09 09:03:26.946023 INFO::Fitting model to feature number 359, F375 2024-05-09 09:03:26.951758 INFO::Fitting model to feature number 360, F376 2024-05-09 09:03:26.957447 INFO::Fitting model to feature number 361, F377 2024-05-09 09:03:26.96317 INFO::Fitting model to feature number 362, F378 2024-05-09 09:03:26.96882 INFO::Fitting model to feature number 363, F379 2024-05-09 09:03:26.97451 INFO::Fitting model to feature number 364, F380 2024-05-09 09:03:26.980264 INFO::Fitting model to feature number 365, F381 2024-05-09 09:03:26.986074 INFO::Fitting model to feature number 366, F382 2024-05-09 09:03:26.991885 INFO::Fitting model to feature number 367, F383 2024-05-09 09:03:26.997695 INFO::Fitting model to feature number 368, F384 2024-05-09 09:03:27.003571 INFO::Fitting model to feature number 369, F386 2024-05-09 09:03:27.00954 INFO::Fitting model to feature number 370, F387 2024-05-09 09:03:27.015462 INFO::Fitting model to feature number 371, F388 2024-05-09 09:03:27.021412 INFO::Fitting model to feature number 372, F389 2024-05-09 09:03:27.027395 INFO::Fitting model to feature number 373, F390 2024-05-09 09:03:27.03334 INFO::Fitting model to feature number 374, F391 2024-05-09 09:03:27.039259 INFO::Fitting model to feature number 375, F392 2024-05-09 09:03:27.045098 INFO::Fitting model to feature number 376, F393 2024-05-09 09:03:27.050905 INFO::Fitting model to feature number 377, F394 2024-05-09 09:03:27.056703 INFO::Fitting model to feature number 378, F395 2024-05-09 09:03:27.062505 INFO::Fitting model to feature number 379, F396 2024-05-09 09:03:27.068303 INFO::Fitting model to feature number 380, F397 2024-05-09 09:03:27.07407 INFO::Fitting model to feature number 381, F398 2024-05-09 09:03:27.07988 INFO::Fitting model to feature number 382, F399 2024-05-09 09:03:27.08566 INFO::Fitting model to feature number 383, F400 2024-05-09 09:03:27.091428 INFO::Fitting model to feature number 384, F401 2024-05-09 09:03:27.097206 INFO::Fitting model to feature number 385, F402 2024-05-09 09:03:27.103099 INFO::Fitting model to feature number 386, F403 2024-05-09 09:03:27.109109 INFO::Fitting model to feature number 387, F404 2024-05-09 09:03:27.115224 INFO::Fitting model to feature number 388, F406 2024-05-09 09:03:27.121226 INFO::Fitting model to feature number 389, F407 2024-05-09 09:03:27.127255 INFO::Fitting model to feature number 390, F408 2024-05-09 09:03:27.133191 INFO::Fitting model to feature number 391, F409 2024-05-09 09:03:27.139112 INFO::Fitting model to feature number 392, F410 2024-05-09 09:03:27.144971 INFO::Fitting model to feature number 393, F411 2024-05-09 09:03:27.150782 INFO::Fitting model to feature number 394, F412 2024-05-09 09:03:27.156602 INFO::Fitting model to feature number 395, F413 2024-05-09 09:03:27.162421 INFO::Fitting model to feature number 396, F414 2024-05-09 09:03:27.168212 INFO::Fitting model to feature number 397, F415 2024-05-09 09:03:27.174061 INFO::Fitting model to feature number 398, F416 2024-05-09 09:03:27.179703 INFO::Fitting model to feature number 399, F417 2024-05-09 09:03:27.185457 INFO::Fitting model to feature number 400, F418 2024-05-09 09:03:27.191094 INFO::Fitting model to feature number 401, F419 2024-05-09 09:03:27.196652 INFO::Fitting model to feature number 402, F420 2024-05-09 09:03:27.202151 INFO::Fitting model to feature number 403, F421 2024-05-09 09:03:27.207667 INFO::Fitting model to feature number 404, F422 2024-05-09 09:03:27.213159 INFO::Fitting model to feature number 405, F423 2024-05-09 09:03:27.218621 INFO::Fitting model to feature number 406, F425 2024-05-09 09:03:27.224131 INFO::Fitting model to feature number 407, F426 2024-05-09 09:03:27.229675 INFO::Fitting model to feature number 408, F428 2024-05-09 09:03:27.235315 INFO::Fitting model to feature number 409, F429 2024-05-09 09:03:27.241117 INFO::Fitting model to feature number 410, F430 2024-05-09 09:03:27.246939 INFO::Fitting model to feature number 411, F431 2024-05-09 09:03:27.252836 INFO::Fitting model to feature number 412, F432 2024-05-09 09:03:27.258706 INFO::Fitting model to feature number 413, F433 2024-05-09 09:03:27.2646 INFO::Fitting model to feature number 414, F434 2024-05-09 09:03:27.270402 INFO::Fitting model to feature number 415, F435 2024-05-09 09:03:27.276139 INFO::Fitting model to feature number 416, F436 2024-05-09 09:03:27.281806 INFO::Fitting model to feature number 417, F437 2024-05-09 09:03:27.287379 INFO::Fitting model to feature number 418, F438 2024-05-09 09:03:27.292905 INFO::Fitting model to feature number 419, F439 2024-05-09 09:03:27.298407 INFO::Fitting model to feature number 420, F440 2024-05-09 09:03:27.303977 INFO::Fitting model to feature number 421, F441 2024-05-09 09:03:27.309525 INFO::Fitting model to feature number 422, F442 2024-05-09 09:03:27.315137 INFO::Fitting model to feature number 423, F443 2024-05-09 09:03:27.320676 INFO::Fitting model to feature number 424, F444 2024-05-09 09:03:27.326288 INFO::Fitting model to feature number 425, F445 2024-05-09 09:03:27.331862 INFO::Fitting model to feature number 426, F446 2024-05-09 09:03:27.337432 INFO::Fitting model to feature number 427, F447 2024-05-09 09:03:27.342956 INFO::Fitting model to feature number 428, F448 2024-05-09 09:03:27.348494 INFO::Fitting model to feature number 429, F449 2024-05-09 09:03:27.354086 INFO::Fitting model to feature number 430, F450 2024-05-09 09:03:27.359663 INFO::Fitting model to feature number 431, F451 2024-05-09 09:03:27.365227 INFO::Fitting model to feature number 432, F452 2024-05-09 09:03:27.370823 INFO::Fitting model to feature number 433, F454 2024-05-09 09:03:27.376622 INFO::Fitting model to feature number 434, F455 2024-05-09 09:03:27.382528 INFO::Fitting model to feature number 435, F456 2024-05-09 09:03:27.388415 INFO::Fitting model to feature number 436, F457 2024-05-09 09:03:27.394259 INFO::Fitting model to feature number 437, F458 2024-05-09 09:03:27.400153 INFO::Fitting model to feature number 438, F459 2024-05-09 09:03:27.406042 INFO::Fitting model to feature number 439, F461 2024-05-09 09:03:27.411914 INFO::Fitting model to feature number 440, F462 2024-05-09 09:03:27.417766 INFO::Fitting model to feature number 441, F463 2024-05-09 09:03:27.423732 INFO::Fitting model to feature number 442, F464 2024-05-09 09:03:27.429761 INFO::Fitting model to feature number 443, F465 2024-05-09 09:03:27.435869 INFO::Fitting model to feature number 444, F466 2024-05-09 09:03:27.441747 INFO::Fitting model to feature number 445, F467 2024-05-09 09:03:27.44774 INFO::Fitting model to feature number 446, F468 2024-05-09 09:03:27.453708 INFO::Fitting model to feature number 447, F469 2024-05-09 09:03:27.459872 INFO::Fitting model to feature number 448, F470 2024-05-09 09:03:27.465964 INFO::Fitting model to feature number 449, F471 2024-05-09 09:03:27.472064 INFO::Fitting model to feature number 450, F474 2024-05-09 09:03:27.478132 INFO::Fitting model to feature number 451, F475 2024-05-09 09:03:27.48427 INFO::Fitting model to feature number 452, F476 2024-05-09 09:03:27.490444 INFO::Fitting model to feature number 453, F477 2024-05-09 09:03:27.496623 INFO::Fitting model to feature number 454, F478 2024-05-09 09:03:27.502595 INFO::Fitting model to feature number 455, F479 2024-05-09 09:03:27.508518 INFO::Fitting model to feature number 456, F480 2024-05-09 09:03:27.514379 INFO::Fitting model to feature number 457, F481 2024-05-09 09:03:27.520279 INFO::Fitting model to feature number 458, F482 2024-05-09 09:03:27.52608 INFO::Fitting model to feature number 459, F483 2024-05-09 09:03:27.531745 INFO::Fitting model to feature number 460, F484 2024-05-09 09:03:27.537421 INFO::Fitting model to feature number 461, F485 2024-05-09 09:03:27.543111 INFO::Fitting model to feature number 462, F486 2024-05-09 09:03:27.548825 INFO::Fitting model to feature number 463, F487 2024-05-09 09:03:27.554557 INFO::Fitting model to feature number 464, F488 2024-05-09 09:03:27.56036 INFO::Fitting model to feature number 465, F489 2024-05-09 09:03:27.566169 INFO::Fitting model to feature number 466, F490 2024-05-09 09:03:27.57741 INFO::Fitting model to feature number 467, F491 2024-05-09 09:03:27.58334 INFO::Fitting model to feature number 468, F492 2024-05-09 09:03:27.589066 INFO::Fitting model to feature number 469, F493 2024-05-09 09:03:27.594693 INFO::Fitting model to feature number 470, F494 2024-05-09 09:03:27.600308 INFO::Fitting model to feature number 471, F495 2024-05-09 09:03:27.605875 INFO::Fitting model to feature number 472, F496 2024-05-09 09:03:27.611483 INFO::Fitting model to feature number 473, F497 2024-05-09 09:03:27.617114 INFO::Fitting model to feature number 474, F498 2024-05-09 09:03:27.622742 INFO::Fitting model to feature number 475, F499 2024-05-09 09:03:27.628405 INFO::Fitting model to feature number 476, F500 2024-05-09 09:03:27.634035 INFO::Fitting model to feature number 477, F501 2024-05-09 09:03:27.639706 INFO::Fitting model to feature number 478, F502 2024-05-09 09:03:27.645435 INFO::Fitting model to feature number 479, F503 2024-05-09 09:03:27.651107 INFO::Fitting model to feature number 480, F504 2024-05-09 09:03:27.656693 INFO::Fitting model to feature number 481, F505 2024-05-09 09:03:27.662454 INFO::Fitting model to feature number 482, F506 2024-05-09 09:03:27.668109 INFO::Fitting model to feature number 483, F507 2024-05-09 09:03:27.67367 INFO::Fitting model to feature number 484, F508 2024-05-09 09:03:27.67921 INFO::Fitting model to feature number 485, F509 2024-05-09 09:03:27.684759 INFO::Fitting model to feature number 486, F510 2024-05-09 09:03:27.690268 INFO::Fitting model to feature number 487, F511 2024-05-09 09:03:27.695852 INFO::Fitting model to feature number 488, F512 2024-05-09 09:03:27.701442 INFO::Fitting model to feature number 489, F513 2024-05-09 09:03:27.707016 INFO::Fitting model to feature number 490, F514 2024-05-09 09:03:27.712655 INFO::Fitting model to feature number 491, F515 2024-05-09 09:03:27.7184 INFO::Fitting model to feature number 492, F516 2024-05-09 09:03:27.724238 INFO::Fitting model to feature number 493, F517 2024-05-09 09:03:27.730029 INFO::Fitting model to feature number 494, F518 2024-05-09 09:03:27.735686 INFO::Fitting model to feature number 495, F519 2024-05-09 09:03:27.741306 INFO::Fitting model to feature number 496, F520 2024-05-09 09:03:27.746881 INFO::Fitting model to feature number 497, F521 2024-05-09 09:03:27.752544 INFO::Fitting model to feature number 498, F522 2024-05-09 09:03:27.758206 INFO::Fitting model to feature number 499, F523 2024-05-09 09:03:27.763814 INFO::Fitting model to feature number 500, F524 2024-05-09 09:03:27.769414 INFO::Fitting model to feature number 501, F525 2024-05-09 09:03:27.775077 INFO::Fitting model to feature number 502, F526 2024-05-09 09:03:27.78064 INFO::Fitting model to feature number 503, F527 2024-05-09 09:03:27.78645 INFO::Fitting model to feature number 504, F528 2024-05-09 09:03:27.792364 INFO::Fitting model to feature number 505, F529 2024-05-09 09:03:27.798001 INFO::Fitting model to feature number 506, F530 2024-05-09 09:03:27.803691 INFO::Fitting model to feature number 507, F531 2024-05-09 09:03:27.809368 INFO::Fitting model to feature number 508, F532 2024-05-09 09:03:27.815026 INFO::Fitting model to feature number 509, F533 2024-05-09 09:03:27.820756 INFO::Fitting model to feature number 510, F534 2024-05-09 09:03:27.826549 INFO::Fitting model to feature number 511, F535 2024-05-09 09:03:27.832467 INFO::Fitting model to feature number 512, F536 2024-05-09 09:03:27.838304 INFO::Fitting model to feature number 513, F537 2024-05-09 09:03:27.844127 INFO::Fitting model to feature number 514, F539 2024-05-09 09:03:27.849993 INFO::Fitting model to feature number 515, F540 2024-05-09 09:03:27.855923 INFO::Fitting model to feature number 516, F541 2024-05-09 09:03:27.861862 INFO::Fitting model to feature number 517, F543 2024-05-09 09:03:27.867718 INFO::Fitting model to feature number 518, F544 2024-05-09 09:03:27.87354 INFO::Fitting model to feature number 519, F545 2024-05-09 09:03:27.879468 INFO::Fitting model to feature number 520, F546 2024-05-09 09:03:27.885464 INFO::Fitting model to feature number 521, F547 2024-05-09 09:03:27.891706 INFO::Fitting model to feature number 522, F548 2024-05-09 09:03:27.898187 INFO::Fitting model to feature number 523, F549 2024-05-09 09:03:27.904573 INFO::Fitting model to feature number 524, F550 2024-05-09 09:03:27.910948 INFO::Fitting model to feature number 525, F551 2024-05-09 09:03:27.917129 INFO::Fitting model to feature number 526, F552 2024-05-09 09:03:27.923141 INFO::Fitting model to feature number 527, F553 2024-05-09 09:03:27.929176 INFO::Fitting model to feature number 528, F554 2024-05-09 09:03:27.935298 INFO::Fitting model to feature number 529, F555 2024-05-09 09:03:27.941475 INFO::Fitting model to feature number 530, F556 2024-05-09 09:03:27.947683 INFO::Fitting model to feature number 531, F557 2024-05-09 09:03:27.95377 INFO::Fitting model to feature number 532, F558 2024-05-09 09:03:27.959745 INFO::Fitting model to feature number 533, F559 2024-05-09 09:03:27.965752 INFO::Fitting model to feature number 534, F560 2024-05-09 09:03:27.971695 INFO::Fitting model to feature number 535, F561 2024-05-09 09:03:27.97779 INFO::Fitting model to feature number 536, F562 2024-05-09 09:03:27.983837 INFO::Fitting model to feature number 537, F563 2024-05-09 09:03:27.989797 INFO::Fitting model to feature number 538, F564 2024-05-09 09:03:27.995816 INFO::Fitting model to feature number 539, F566 2024-05-09 09:03:28.001797 INFO::Fitting model to feature number 540, F567 2024-05-09 09:03:28.007735 INFO::Fitting model to feature number 541, F568 2024-05-09 09:03:28.013584 INFO::Fitting model to feature number 542, F569 2024-05-09 09:03:28.019325 INFO::Fitting model to feature number 543, F570 2024-05-09 09:03:28.025136 INFO::Fitting model to feature number 544, F571 2024-05-09 09:03:28.030849 INFO::Fitting model to feature number 545, F572 2024-05-09 09:03:28.036572 INFO::Fitting model to feature number 546, F573 2024-05-09 09:03:28.042296 INFO::Fitting model to feature number 547, F574 2024-05-09 09:03:28.048087 INFO::Fitting model to feature number 548, F575 2024-05-09 09:03:28.053974 INFO::Fitting model to feature number 549, F576 2024-05-09 09:03:28.059854 INFO::Fitting model to feature number 550, F577 2024-05-09 09:03:28.065658 INFO::Fitting model to feature number 551, F578 2024-05-09 09:03:28.071396 INFO::Fitting model to feature number 552, F579 2024-05-09 09:03:28.077138 INFO::Fitting model to feature number 553, F580 2024-05-09 09:03:28.082878 INFO::Fitting model to feature number 554, F581 2024-05-09 09:03:28.088595 INFO::Fitting model to feature number 555, F582 2024-05-09 09:03:28.094284 INFO::Fitting model to feature number 556, F583 2024-05-09 09:03:28.10008 INFO::Fitting model to feature number 557, F584 2024-05-09 09:03:28.105958 INFO::Fitting model to feature number 558, F585 2024-05-09 09:03:28.111829 INFO::Fitting model to feature number 559, F586 2024-05-09 09:03:28.117677 INFO::Fitting model to feature number 560, F587 2024-05-09 09:03:28.123554 INFO::Fitting model to feature number 561, F588 2024-05-09 09:03:28.129481 INFO::Fitting model to feature number 562, F589 2024-05-09 09:03:28.135343 INFO::Fitting model to feature number 563, F590 2024-05-09 09:03:28.141193 INFO::Fitting model to feature number 564, F591 2024-05-09 09:03:28.147061 INFO::Fitting model to feature number 565, F592 2024-05-09 09:03:28.153053 INFO::Fitting model to feature number 566, F593 2024-05-09 09:03:28.159063 INFO::Fitting model to feature number 567, F594 2024-05-09 09:03:28.164973 INFO::Fitting model to feature number 568, F595 2024-05-09 09:03:28.170813 INFO::Fitting model to feature number 569, F596 2024-05-09 09:03:28.176656 INFO::Fitting model to feature number 570, F597 2024-05-09 09:03:28.18246 INFO::Fitting model to feature number 571, F598 2024-05-09 09:03:28.188262 INFO::Fitting model to feature number 572, F599 2024-05-09 09:03:28.194105 INFO::Fitting model to feature number 573, F600 2024-05-09 09:03:28.199953 INFO::Fitting model to feature number 574, F601 2024-05-09 09:03:28.205855 INFO::Fitting model to feature number 575, F602 2024-05-09 09:03:28.211826 INFO::Fitting model to feature number 576, F603 2024-05-09 09:03:28.217745 INFO::Fitting model to feature number 577, F605 2024-05-09 09:03:28.223693 INFO::Fitting model to feature number 578, F606 2024-05-09 09:03:28.229627 INFO::Fitting model to feature number 579, F607 2024-05-09 09:03:28.235677 INFO::Fitting model to feature number 580, F608 2024-05-09 09:03:28.241727 INFO::Fitting model to feature number 581, F609 2024-05-09 09:03:28.247633 INFO::Fitting model to feature number 582, F610 2024-05-09 09:03:28.253642 INFO::Fitting model to feature number 583, F611 2024-05-09 09:03:28.259604 INFO::Fitting model to feature number 584, F612 2024-05-09 09:03:28.265559 INFO::Fitting model to feature number 585, F613 2024-05-09 09:03:28.271462 INFO::Fitting model to feature number 586, F614 2024-05-09 09:03:28.277402 INFO::Fitting model to feature number 587, F615 2024-05-09 09:03:28.283336 INFO::Fitting model to feature number 588, F616 2024-05-09 09:03:28.289239 INFO::Fitting model to feature number 589, F617 2024-05-09 09:03:28.295096 INFO::Fitting model to feature number 590, F618 2024-05-09 09:03:28.301054 INFO::Fitting model to feature number 591, F619 2024-05-09 09:03:28.307022 INFO::Fitting model to feature number 592, F620 2024-05-09 09:03:28.313093 INFO::Fitting model to feature number 593, F621 2024-05-09 09:03:28.31903 INFO::Fitting model to feature number 594, F622 2024-05-09 09:03:28.325127 INFO::Fitting model to feature number 595, F623 2024-05-09 09:03:28.331197 INFO::Fitting model to feature number 596, F624 2024-05-09 09:03:28.337367 INFO::Fitting model to feature number 597, F625 2024-05-09 09:03:28.343537 INFO::Fitting model to feature number 598, F626 2024-05-09 09:03:28.34966 INFO::Fitting model to feature number 599, F627 2024-05-09 09:03:28.355819 INFO::Fitting model to feature number 600, F628 2024-05-09 09:03:28.361989 INFO::Fitting model to feature number 601, F629 2024-05-09 09:03:28.368399 INFO::Fitting model to feature number 602, F630 2024-05-09 09:03:28.374697 INFO::Fitting model to feature number 603, F631 2024-05-09 09:03:28.380865 INFO::Fitting model to feature number 604, F632 2024-05-09 09:03:28.387001 INFO::Fitting model to feature number 605, F633 2024-05-09 09:03:28.393302 INFO::Fitting model to feature number 606, F634 2024-05-09 09:03:28.432659 INFO::Fitting model to feature number 607, F635 2024-05-09 09:03:28.438933 INFO::Fitting model to feature number 608, F636 2024-05-09 09:03:28.445268 INFO::Fitting model to feature number 609, F637 2024-05-09 09:03:28.451493 INFO::Fitting model to feature number 610, F638 2024-05-09 09:03:28.457769 INFO::Fitting model to feature number 611, F639 2024-05-09 09:03:28.464006 INFO::Fitting model to feature number 612, F640 2024-05-09 09:03:28.470679 INFO::Fitting model to feature number 613, F641 2024-05-09 09:03:28.477587 INFO::Fitting model to feature number 614, F642 2024-05-09 09:03:28.484667 INFO::Fitting model to feature number 615, F643 2024-05-09 09:03:28.491339 INFO::Fitting model to feature number 616, F644 2024-05-09 09:03:28.497951 INFO::Fitting model to feature number 617, F645 2024-05-09 09:03:28.504914 INFO::Fitting model to feature number 618, F646 2024-05-09 09:03:28.511097 INFO::Fitting model to feature number 619, F647 2024-05-09 09:03:28.517025 INFO::Fitting model to feature number 620, F648 2024-05-09 09:03:28.522863 INFO::Fitting model to feature number 621, F649 2024-05-09 09:03:28.52875 INFO::Fitting model to feature number 622, F650 2024-05-09 09:03:28.534575 INFO::Fitting model to feature number 623, F651 2024-05-09 09:03:28.540404 INFO::Fitting model to feature number 624, F652 2024-05-09 09:03:28.546165 INFO::Fitting model to feature number 625, F653 2024-05-09 09:03:28.55199 INFO::Fitting model to feature number 626, F654 2024-05-09 09:03:28.557842 INFO::Fitting model to feature number 627, F655 2024-05-09 09:03:28.56372 INFO::Fitting model to feature number 628, F656 2024-05-09 09:03:28.569564 INFO::Fitting model to feature number 629, F657 2024-05-09 09:03:28.575378 INFO::Fitting model to feature number 630, F658 2024-05-09 09:03:28.581241 INFO::Fitting model to feature number 631, F659 2024-05-09 09:03:28.587101 INFO::Fitting model to feature number 632, F660 2024-05-09 09:03:28.592966 INFO::Fitting model to feature number 633, F661 2024-05-09 09:03:28.598798 INFO::Fitting model to feature number 634, F662 2024-05-09 09:03:28.604637 INFO::Fitting model to feature number 635, F663 2024-05-09 09:03:28.610556 INFO::Fitting model to feature number 636, F664 2024-05-09 09:03:28.616443 INFO::Fitting model to feature number 637, F665 2024-05-09 09:03:28.62219 INFO::Fitting model to feature number 638, F666 2024-05-09 09:03:28.627955 INFO::Fitting model to feature number 639, F667 2024-05-09 09:03:28.633757 INFO::Fitting model to feature number 640, F668 2024-05-09 09:03:28.639459 INFO::Fitting model to feature number 641, F669 2024-05-09 09:03:28.645153 INFO::Fitting model to feature number 642, F670 2024-05-09 09:03:28.65091 INFO::Fitting model to feature number 643, F671 2024-05-09 09:03:28.65668 INFO::Fitting model to feature number 644, F672 2024-05-09 09:03:28.66247 INFO::Fitting model to feature number 645, F673 2024-05-09 09:03:28.668413 INFO::Fitting model to feature number 646, F674 2024-05-09 09:03:28.674198 INFO::Fitting model to feature number 647, F675 2024-05-09 09:03:28.679967 INFO::Fitting model to feature number 648, F676 2024-05-09 09:03:28.685718 INFO::Fitting model to feature number 649, F677 2024-05-09 09:03:28.691519 INFO::Fitting model to feature number 650, F678 2024-05-09 09:03:28.697321 INFO::Fitting model to feature number 651, F679 2024-05-09 09:03:28.703099 INFO::Fitting model to feature number 652, F680 2024-05-09 09:03:28.708808 INFO::Fitting model to feature number 653, F681 2024-05-09 09:03:28.71473 INFO::Fitting model to feature number 654, F682 2024-05-09 09:03:28.720581 INFO::Fitting model to feature number 655, F683 2024-05-09 09:03:28.72635 INFO::Fitting model to feature number 656, F684 2024-05-09 09:03:28.732071 INFO::Fitting model to feature number 657, F685 2024-05-09 09:03:28.737846 INFO::Fitting model to feature number 658, F686 2024-05-09 09:03:28.743578 INFO::Fitting model to feature number 659, F687 2024-05-09 09:03:28.749314 INFO::Fitting model to feature number 660, F688 2024-05-09 09:03:28.75503 INFO::Fitting model to feature number 661, F689 2024-05-09 09:03:28.760759 INFO::Fitting model to feature number 662, F690 2024-05-09 09:03:28.766459 INFO::Fitting model to feature number 663, F691 2024-05-09 09:03:28.772194 INFO::Fitting model to feature number 664, F692 2024-05-09 09:03:28.777935 INFO::Fitting model to feature number 665, F693 2024-05-09 09:03:28.783673 INFO::Fitting model to feature number 666, F694 2024-05-09 09:03:28.789389 INFO::Fitting model to feature number 667, F695 2024-05-09 09:03:28.795244 INFO::Fitting model to feature number 668, F696 2024-05-09 09:03:28.801016 INFO::Fitting model to feature number 669, F697 2024-05-09 09:03:28.806722 INFO::Fitting model to feature number 670, F698 2024-05-09 09:03:28.812456 INFO::Fitting model to feature number 671, F699 2024-05-09 09:03:28.818228 INFO::Fitting model to feature number 672, F700 2024-05-09 09:03:28.823967 INFO::Fitting model to feature number 673, F701 2024-05-09 09:03:28.829702 INFO::Fitting model to feature number 674, F702 2024-05-09 09:03:28.835592 INFO::Fitting model to feature number 675, F704 2024-05-09 09:03:28.841531 INFO::Fitting model to feature number 676, F705 2024-05-09 09:03:28.847309 INFO::Fitting model to feature number 677, F706 2024-05-09 09:03:28.853058 INFO::Fitting model to feature number 678, F707 2024-05-09 09:03:28.858745 INFO::Fitting model to feature number 679, F708 2024-05-09 09:03:28.864392 INFO::Fitting model to feature number 680, F709 2024-05-09 09:03:28.869967 INFO::Fitting model to feature number 681, F710 2024-05-09 09:03:28.87551 INFO::Fitting model to feature number 682, F711 2024-05-09 09:03:28.881073 INFO::Fitting model to feature number 683, F712 2024-05-09 09:03:28.886788 INFO::Fitting model to feature number 684, F713 2024-05-09 09:03:28.892487 INFO::Fitting model to feature number 685, F714 2024-05-09 09:03:28.89819 INFO::Fitting model to feature number 686, F715 2024-05-09 09:03:28.903991 INFO::Fitting model to feature number 687, F716 2024-05-09 09:03:28.909897 INFO::Fitting model to feature number 688, F717 2024-05-09 09:03:28.915759 INFO::Fitting model to feature number 689, F718 2024-05-09 09:03:28.921427 INFO::Fitting model to feature number 690, F719 2024-05-09 09:03:28.927064 INFO::Fitting model to feature number 691, F720 2024-05-09 09:03:28.932693 INFO::Fitting model to feature number 692, F721 2024-05-09 09:03:28.938349 INFO::Fitting model to feature number 693, F722 2024-05-09 09:03:28.944016 INFO::Fitting model to feature number 694, F723 2024-05-09 09:03:28.949672 INFO::Fitting model to feature number 695, F724 2024-05-09 09:03:28.955353 INFO::Fitting model to feature number 696, F725 2024-05-09 09:03:28.961016 INFO::Fitting model to feature number 697, F726 2024-05-09 09:03:28.966683 INFO::Fitting model to feature number 698, F727 2024-05-09 09:03:28.972288 INFO::Fitting model to feature number 699, F728 2024-05-09 09:03:28.977823 INFO::Fitting model to feature number 700, F729 2024-05-09 09:03:28.983316 INFO::Fitting model to feature number 701, F730 2024-05-09 09:03:28.988742 INFO::Fitting model to feature number 702, F731 2024-05-09 09:03:28.994148 INFO::Fitting model to feature number 703, F732 2024-05-09 09:03:28.999584 INFO::Fitting model to feature number 704, F733 2024-05-09 09:03:29.004992 INFO::Fitting model to feature number 705, F734 2024-05-09 09:03:29.010476 INFO::Fitting model to feature number 706, F735 2024-05-09 09:03:29.015969 INFO::Fitting model to feature number 707, F736 2024-05-09 09:03:29.02139 INFO::Fitting model to feature number 708, F737 2024-05-09 09:03:29.026763 INFO::Fitting model to feature number 709, F739 2024-05-09 09:03:29.032313 INFO::Fitting model to feature number 710, F740 2024-05-09 09:03:29.037821 INFO::Fitting model to feature number 711, F741 2024-05-09 09:03:29.043284 INFO::Fitting model to feature number 712, F742 2024-05-09 09:03:29.048733 INFO::Fitting model to feature number 713, F743 2024-05-09 09:03:29.054136 INFO::Fitting model to feature number 714, F744 2024-05-09 09:03:29.059585 INFO::Fitting model to feature number 715, F745 2024-05-09 09:03:29.065044 INFO::Fitting model to feature number 716, F746 2024-05-09 09:03:29.070446 INFO::Fitting model to feature number 717, F747 2024-05-09 09:03:29.075949 INFO::Fitting model to feature number 718, F748 2024-05-09 09:03:29.081408 INFO::Fitting model to feature number 719, F749 2024-05-09 09:03:29.086809 INFO::Fitting model to feature number 720, F750 2024-05-09 09:03:29.092249 INFO::Fitting model to feature number 721, F751 2024-05-09 09:03:29.097723 INFO::Fitting model to feature number 722, F752 2024-05-09 09:03:29.103235 INFO::Fitting model to feature number 723, F753 2024-05-09 09:03:29.108736 INFO::Fitting model to feature number 724, F754 2024-05-09 09:03:29.114221 INFO::Fitting model to feature number 725, F755 2024-05-09 09:03:29.119752 INFO::Fitting model to feature number 726, F756 2024-05-09 09:03:29.125236 INFO::Fitting model to feature number 727, F757 2024-05-09 09:03:29.130701 INFO::Fitting model to feature number 728, F758 2024-05-09 09:03:29.136209 INFO::Fitting model to feature number 729, F759 2024-05-09 09:03:29.141746 INFO::Fitting model to feature number 730, F760 2024-05-09 09:03:29.147287 INFO::Fitting model to feature number 731, F761 2024-05-09 09:03:29.152848 INFO::Fitting model to feature number 732, F762 2024-05-09 09:03:29.158353 INFO::Fitting model to feature number 733, F763 2024-05-09 09:03:29.163888 INFO::Fitting model to feature number 734, F764 2024-05-09 09:03:29.169384 INFO::Fitting model to feature number 735, F765 2024-05-09 09:03:29.174855 INFO::Fitting model to feature number 736, F766 2024-05-09 09:03:29.180321 INFO::Fitting model to feature number 737, F767 2024-05-09 09:03:29.185769 INFO::Fitting model to feature number 738, F768 2024-05-09 09:03:29.191183 INFO::Fitting model to feature number 739, F769 2024-05-09 09:03:29.196608 INFO::Fitting model to feature number 740, F770 2024-05-09 09:03:29.202215 INFO::Fitting model to feature number 741, F771 2024-05-09 09:03:29.207904 INFO::Fitting model to feature number 742, F772 2024-05-09 09:03:29.213484 INFO::Fitting model to feature number 743, F773 2024-05-09 09:03:29.21895 INFO::Fitting model to feature number 744, F774 2024-05-09 09:03:29.224435 INFO::Fitting model to feature number 745, F775 2024-05-09 09:03:29.229921 INFO::Fitting model to feature number 746, F776 2024-05-09 09:03:29.235376 INFO::Fitting model to feature number 747, F777 2024-05-09 09:03:29.240795 INFO::Fitting model to feature number 748, F778 2024-05-09 09:03:29.246177 INFO::Fitting model to feature number 749, F779 2024-05-09 09:03:29.251601 INFO::Fitting model to feature number 750, F780 2024-05-09 09:03:29.257085 INFO::Fitting model to feature number 751, F781 2024-05-09 09:03:29.262624 INFO::Fitting model to feature number 752, F782 2024-05-09 09:03:29.268218 INFO::Fitting model to feature number 753, F783 2024-05-09 09:03:29.273874 INFO::Fitting model to feature number 754, F784 2024-05-09 09:03:29.279634 INFO::Fitting model to feature number 755, F785 2024-05-09 09:03:29.285466 INFO::Fitting model to feature number 756, F786 2024-05-09 09:03:29.291381 INFO::Fitting model to feature number 757, F787 2024-05-09 09:03:29.297363 INFO::Fitting model to feature number 758, F788 2024-05-09 09:03:29.303362 INFO::Fitting model to feature number 759, F789 2024-05-09 09:03:29.309208 INFO::Fitting model to feature number 760, F790 2024-05-09 09:03:29.314904 INFO::Fitting model to feature number 761, F791 2024-05-09 09:03:29.32068 INFO::Fitting model to feature number 762, F792 2024-05-09 09:03:29.326462 INFO::Fitting model to feature number 763, F793 2024-05-09 09:03:29.332164 INFO::Fitting model to feature number 764, F794 2024-05-09 09:03:29.337799 INFO::Fitting model to feature number 765, F795 2024-05-09 09:03:29.343496 INFO::Fitting model to feature number 766, F796 2024-05-09 09:03:29.349168 INFO::Fitting model to feature number 767, F797 2024-05-09 09:03:29.354929 INFO::Fitting model to feature number 768, F798 2024-05-09 09:03:29.3608 INFO::Fitting model to feature number 769, F799 2024-05-09 09:03:29.366659 INFO::Fitting model to feature number 770, F800 2024-05-09 09:03:29.372571 INFO::Fitting model to feature number 771, F801 2024-05-09 09:03:29.378514 INFO::Fitting model to feature number 772, F802 2024-05-09 09:03:29.384444 INFO::Fitting model to feature number 773, F803 2024-05-09 09:03:29.390328 INFO::Fitting model to feature number 774, F804 2024-05-09 09:03:29.396214 INFO::Fitting model to feature number 775, F805 2024-05-09 09:03:29.402113 INFO::Fitting model to feature number 776, F806 2024-05-09 09:03:29.407909 INFO::Fitting model to feature number 777, F808 2024-05-09 09:03:29.413702 INFO::Fitting model to feature number 778, F809 2024-05-09 09:03:29.419482 INFO::Fitting model to feature number 779, F810 2024-05-09 09:03:29.425375 INFO::Fitting model to feature number 780, F811 2024-05-09 09:03:29.431314 INFO::Fitting model to feature number 781, F812 2024-05-09 09:03:29.437292 INFO::Fitting model to feature number 782, F813 2024-05-09 09:03:29.443286 INFO::Fitting model to feature number 783, F814 2024-05-09 09:03:29.449268 INFO::Fitting model to feature number 784, F815 2024-05-09 09:03:29.45517 INFO::Fitting model to feature number 785, F816 2024-05-09 09:03:29.461111 INFO::Fitting model to feature number 786, F817 2024-05-09 09:03:29.467332 INFO::Fitting model to feature number 787, F818 2024-05-09 09:03:29.473562 INFO::Fitting model to feature number 788, F819 2024-05-09 09:03:29.479435 INFO::Fitting model to feature number 789, F820 2024-05-09 09:03:29.485237 INFO::Fitting model to feature number 790, F821 2024-05-09 09:03:29.490955 INFO::Fitting model to feature number 791, F822 2024-05-09 09:03:29.49678 INFO::Fitting model to feature number 792, F823 2024-05-09 09:03:29.502549 INFO::Fitting model to feature number 793, F824 2024-05-09 09:03:29.508277 INFO::Fitting model to feature number 794, F825 2024-05-09 09:03:29.514016 INFO::Fitting model to feature number 795, F826 2024-05-09 09:03:29.51969 INFO::Fitting model to feature number 796, F827 2024-05-09 09:03:29.525316 INFO::Fitting model to feature number 797, F828 2024-05-09 09:03:29.530962 INFO::Fitting model to feature number 798, F829 2024-05-09 09:03:29.536651 INFO::Fitting model to feature number 799, F830 2024-05-09 09:03:29.542262 INFO::Fitting model to feature number 800, F831 2024-05-09 09:03:29.547891 INFO::Fitting model to feature number 801, F832 2024-05-09 09:03:29.553472 INFO::Fitting model to feature number 802, F833 2024-05-09 09:03:29.559029 INFO::Fitting model to feature number 803, F834 2024-05-09 09:03:29.564626 INFO::Fitting model to feature number 804, F835 2024-05-09 09:03:29.570243 INFO::Fitting model to feature number 805, F836 2024-05-09 09:03:29.575884 INFO::Fitting model to feature number 806, F837 2024-05-09 09:03:29.581615 INFO::Fitting model to feature number 807, F838 2024-05-09 09:03:29.587273 INFO::Fitting model to feature number 808, F839 2024-05-09 09:03:29.592893 INFO::Fitting model to feature number 809, F840 2024-05-09 09:03:29.59849 INFO::Fitting model to feature number 810, F841 2024-05-09 09:03:29.604155 INFO::Fitting model to feature number 811, F842 2024-05-09 09:03:29.609768 INFO::Fitting model to feature number 812, F843 2024-05-09 09:03:29.615437 INFO::Fitting model to feature number 813, F844 2024-05-09 09:03:29.621325 INFO::Fitting model to feature number 814, F845 2024-05-09 09:03:29.627204 INFO::Fitting model to feature number 815, F846 2024-05-09 09:03:29.633124 INFO::Fitting model to feature number 816, F847 2024-05-09 09:03:29.639121 INFO::Fitting model to feature number 817, F848 2024-05-09 09:03:29.64505 INFO::Fitting model to feature number 818, F849 2024-05-09 09:03:29.650834 INFO::Fitting model to feature number 819, F850 2024-05-09 09:03:29.656543 INFO::Fitting model to feature number 820, F851 2024-05-09 09:03:29.662192 INFO::Fitting model to feature number 821, F852 2024-05-09 09:03:29.667836 INFO::Fitting model to feature number 822, F853 2024-05-09 09:03:29.673449 INFO::Fitting model to feature number 823, F854 2024-05-09 09:03:29.679009 INFO::Fitting model to feature number 824, F855 2024-05-09 09:03:29.684611 INFO::Fitting model to feature number 825, F856 2024-05-09 09:03:29.690279 INFO::Fitting model to feature number 826, F857 2024-05-09 09:03:29.696046 INFO::Fitting model to feature number 827, F858 2024-05-09 09:03:29.701778 INFO::Fitting model to feature number 828, F859 2024-05-09 09:03:29.70745 INFO::Fitting model to feature number 829, F860 2024-05-09 09:03:29.713098 INFO::Fitting model to feature number 830, F861 2024-05-09 09:03:29.718725 INFO::Fitting model to feature number 831, F862 2024-05-09 09:03:29.724422 INFO::Fitting model to feature number 832, F863 2024-05-09 09:03:29.730187 INFO::Fitting model to feature number 833, F864 2024-05-09 09:03:29.736142 INFO::Fitting model to feature number 834, F865 2024-05-09 09:03:29.741917 INFO::Fitting model to feature number 835, F866 2024-05-09 09:03:29.747699 INFO::Fitting model to feature number 836, F867 2024-05-09 09:03:29.753456 INFO::Fitting model to feature number 837, F868 2024-05-09 09:03:29.759188 INFO::Fitting model to feature number 838, F869 2024-05-09 09:03:29.764951 INFO::Fitting model to feature number 839, F870 2024-05-09 09:03:29.770622 INFO::Fitting model to feature number 840, F871 2024-05-09 09:03:29.776371 INFO::Fitting model to feature number 841, F872 2024-05-09 09:03:29.782063 INFO::Fitting model to feature number 842, F873 2024-05-09 09:03:29.787685 INFO::Fitting model to feature number 843, F874 2024-05-09 09:03:29.793224 INFO::Fitting model to feature number 844, F875 2024-05-09 09:03:29.798723 INFO::Fitting model to feature number 845, F876 2024-05-09 09:03:29.804253 INFO::Fitting model to feature number 846, F877 2024-05-09 09:03:29.809757 INFO::Fitting model to feature number 847, F878 2024-05-09 09:03:29.815318 INFO::Fitting model to feature number 848, F879 2024-05-09 09:03:29.820827 INFO::Fitting model to feature number 849, F880 2024-05-09 09:03:29.826299 INFO::Fitting model to feature number 850, F881 2024-05-09 09:03:29.83182 INFO::Fitting model to feature number 851, F882 2024-05-09 09:03:29.837327 INFO::Fitting model to feature number 852, F883 2024-05-09 09:03:29.842887 INFO::Fitting model to feature number 853, F884 2024-05-09 09:03:29.848714 INFO::Fitting model to feature number 854, F885 2024-05-09 09:03:29.85441 INFO::Fitting model to feature number 855, F886 2024-05-09 09:03:29.860073 INFO::Fitting model to feature number 856, F887 2024-05-09 09:03:29.865778 INFO::Fitting model to feature number 857, F888 2024-05-09 09:03:29.871438 INFO::Fitting model to feature number 858, F889 2024-05-09 09:03:29.877048 INFO::Fitting model to feature number 859, F890 2024-05-09 09:03:29.882682 INFO::Fitting model to feature number 860, F891 2024-05-09 09:03:29.888323 INFO::Fitting model to feature number 861, F892 2024-05-09 09:03:29.893956 INFO::Fitting model to feature number 862, F893 2024-05-09 09:03:29.899603 INFO::Fitting model to feature number 863, F894 2024-05-09 09:03:29.905258 INFO::Fitting model to feature number 864, F895 2024-05-09 09:03:29.910863 INFO::Fitting model to feature number 865, F896 2024-05-09 09:03:29.91651 INFO::Fitting model to feature number 866, F897 2024-05-09 09:03:29.9221 INFO::Fitting model to feature number 867, F898 2024-05-09 09:03:29.927756 INFO::Fitting model to feature number 868, F899 2024-05-09 09:03:29.933415 INFO::Fitting model to feature number 869, F900 2024-05-09 09:03:30.214275 INFO::Counting total values for each feature 2024-05-09 09:03:30.399175 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-05-09 09:03:30.522657 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-05-09 09:03:30.645736 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-05-09 09:03:30.769819 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-05-09 09:03:30.813574 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-05-09 09:03:30.851413 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-05-09 09:03:30.871919 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 2024-05-09 09:03:30.881286 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" 2024-05-09 09:03:39.297456 INFO::Writing function arguments to log file 2024-05-09 09:03:39.30612 INFO::Verifying options selected are valid 2024-05-09 09:03:39.307528 INFO::Determining format of input files 2024-05-09 09:03:39.308984 INFO::Input format is data samples as columns and metadata samples as rows 2024-05-09 09:03:39.335432 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-05-09 09:03:39.337691 INFO::Filter data based on min abundance and min prevalence 2024-05-09 09:03:39.339099 INFO::Total samples in data: 102 2024-05-09 09:03:39.340363 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-05-09 09:03:39.363481 INFO::Total filtered features: 0 2024-05-09 09:03:39.365119 INFO::Filtered feature names from abundance and prevalence filtering: 2024-05-09 09:03:39.40937 INFO::Total filtered features with variance filtering: 0 2024-05-09 09:03:39.411087 INFO::Filtered feature names from variance filtering: 2024-05-09 09:03:39.412443 INFO::Running selected normalization method: NONE 2024-05-09 09:03:39.413712 INFO::Applying z-score to standardize continuous metadata 2024-05-09 09:03:39.420937 INFO::Running selected transform method: NONE 2024-05-09 09:03:39.422405 INFO::Running selected analysis method: LM 2024-05-09 09:03:39.42391 INFO::Fitting model to feature number 1, F1 2024-05-09 09:03:39.429851 INFO::Fitting model to feature number 2, F2 2024-05-09 09:03:39.435778 INFO::Fitting model to feature number 3, F3 2024-05-09 09:03:39.441605 INFO::Fitting model to feature number 4, F4 2024-05-09 09:03:39.447331 INFO::Fitting model to feature number 5, F5 2024-05-09 09:03:39.452986 INFO::Fitting model to feature number 6, F6 2024-05-09 09:03:39.458577 INFO::Fitting model to feature number 7, F7 2024-05-09 09:03:39.464148 INFO::Fitting model to feature number 8, F8 2024-05-09 09:03:39.469718 INFO::Fitting model to feature number 9, F9 2024-05-09 09:03:39.475304 INFO::Fitting model to feature number 10, F10 2024-05-09 09:03:39.48089 INFO::Fitting model to feature number 11, F11 2024-05-09 09:03:39.486486 INFO::Fitting model to feature number 12, F12 2024-05-09 09:03:39.49214 INFO::Fitting model to feature number 13, F13 2024-05-09 09:03:39.497767 INFO::Fitting model to feature number 14, F14 2024-05-09 09:03:39.503401 INFO::Fitting model to feature number 15, F15 2024-05-09 09:03:39.508967 INFO::Fitting model to feature number 16, F16 2024-05-09 09:03:39.514613 INFO::Fitting model to feature number 17, F17 2024-05-09 09:03:39.520287 INFO::Fitting model to feature number 18, F18 2024-05-09 09:03:39.52597 INFO::Fitting model to feature number 19, F19 2024-05-09 09:03:39.531637 INFO::Fitting model to feature number 20, F20 2024-05-09 09:03:39.537263 INFO::Fitting model to feature number 21, F21 2024-05-09 09:03:39.542856 INFO::Fitting model to feature number 22, F22 2024-05-09 09:03:39.548541 INFO::Fitting model to feature number 23, F23 2024-05-09 09:03:39.554204 INFO::Fitting model to feature number 24, F24 2024-05-09 09:03:39.559949 INFO::Fitting model to feature number 25, F25 2024-05-09 09:03:39.565758 INFO::Fitting model to feature number 26, F26 2024-05-09 09:03:39.571508 INFO::Fitting model to feature number 27, F27 2024-05-09 09:03:39.577264 INFO::Fitting model to feature number 28, F28 2024-05-09 09:03:39.582959 INFO::Fitting model to feature number 29, F29 2024-05-09 09:03:39.588637 INFO::Fitting model to feature number 30, F30 2024-05-09 09:03:39.594328 INFO::Fitting model to feature number 31, F31 2024-05-09 09:03:39.600041 INFO::Fitting model to feature number 32, F32 2024-05-09 09:03:39.605824 INFO::Fitting model to feature number 33, F33 2024-05-09 09:03:39.611668 INFO::Fitting model to feature number 34, F34 2024-05-09 09:03:39.617494 INFO::Fitting model to feature number 35, F35 2024-05-09 09:03:39.623408 INFO::Fitting model to feature number 36, F36 2024-05-09 09:03:39.629306 INFO::Fitting model to feature number 37, F37 2024-05-09 09:03:39.635167 INFO::Fitting model to feature number 38, F38 2024-05-09 09:03:39.640973 INFO::Fitting model to feature number 39, F39 2024-05-09 09:03:39.646811 INFO::Fitting model to feature number 40, F40 2024-05-09 09:03:39.652607 INFO::Fitting model to feature number 41, F41 2024-05-09 09:03:39.658393 INFO::Fitting model to feature number 42, F43 2024-05-09 09:03:39.664227 INFO::Fitting model to feature number 43, F44 2024-05-09 09:03:39.670042 INFO::Fitting model to feature number 44, F45 2024-05-09 09:03:39.675861 INFO::Fitting model to feature number 45, F46 2024-05-09 09:03:39.681633 INFO::Fitting model to feature number 46, F47 2024-05-09 09:03:39.687361 INFO::Fitting model to feature number 47, F48 2024-05-09 09:03:39.693088 INFO::Fitting model to feature number 48, F49 2024-05-09 09:03:39.698785 INFO::Fitting model to feature number 49, F50 2024-05-09 09:03:39.704511 INFO::Fitting model to feature number 50, F51 2024-05-09 09:03:39.710241 INFO::Fitting model to feature number 51, F52 2024-05-09 09:03:39.716044 INFO::Fitting model to feature number 52, F53 2024-05-09 09:03:39.721861 INFO::Fitting model to feature number 53, F54 2024-05-09 09:03:39.727677 INFO::Fitting model to feature number 54, F55 2024-05-09 09:03:39.733436 INFO::Fitting model to feature number 55, F56 2024-05-09 09:03:39.739259 INFO::Fitting model to feature number 56, F57 2024-05-09 09:03:39.745091 INFO::Fitting model to feature number 57, F58 2024-05-09 09:03:39.750949 INFO::Fitting model to feature number 58, F59 2024-05-09 09:03:39.763378 INFO::Fitting model to feature number 59, F60 2024-05-09 09:03:39.76924 INFO::Fitting model to feature number 60, F63 2024-05-09 09:03:39.775115 INFO::Fitting model to feature number 61, F64 2024-05-09 09:03:39.781128 INFO::Fitting model to feature number 62, F65 2024-05-09 09:03:39.787168 INFO::Fitting model to feature number 63, F66 2024-05-09 09:03:39.793154 INFO::Fitting model to feature number 64, F67 2024-05-09 09:03:39.799138 INFO::Fitting model to feature number 65, F68 2024-05-09 09:03:39.80514 INFO::Fitting model to feature number 66, F69 2024-05-09 09:03:39.811073 INFO::Fitting model to feature number 67, F70 2024-05-09 09:03:39.816984 INFO::Fitting model to feature number 68, F71 2024-05-09 09:03:39.822907 INFO::Fitting model to feature number 69, F72 2024-05-09 09:03:39.828894 INFO::Fitting model to feature number 70, F73 2024-05-09 09:03:39.834865 INFO::Fitting model to feature number 71, F74 2024-05-09 09:03:39.840902 INFO::Fitting model to feature number 72, F76 2024-05-09 09:03:39.846827 INFO::Fitting model to feature number 73, F77 2024-05-09 09:03:39.852848 INFO::Fitting model to feature number 74, F78 2024-05-09 09:03:39.858797 INFO::Fitting model to feature number 75, F79 2024-05-09 09:03:39.864784 INFO::Fitting model to feature number 76, F80 2024-05-09 09:03:39.870777 INFO::Fitting model to feature number 77, F81 2024-05-09 09:03:39.876827 INFO::Fitting model to feature number 78, F82 2024-05-09 09:03:39.882873 INFO::Fitting model to feature number 79, F83 2024-05-09 09:03:39.888926 INFO::Fitting model to feature number 80, F84 2024-05-09 09:03:39.895023 INFO::Fitting model to feature number 81, F85 2024-05-09 09:03:39.901128 INFO::Fitting model to feature number 82, F86 2024-05-09 09:03:39.907264 INFO::Fitting model to feature number 83, F87 2024-05-09 09:03:39.913593 INFO::Fitting model to feature number 84, F88 2024-05-09 09:03:39.919901 INFO::Fitting model to feature number 85, F89 2024-05-09 09:03:39.926066 INFO::Fitting model to feature number 86, F90 2024-05-09 09:03:39.932072 INFO::Fitting model to feature number 87, F91 2024-05-09 09:03:39.938315 INFO::Fitting model to feature number 88, F92 2024-05-09 09:03:39.944664 INFO::Fitting model to feature number 89, F93 2024-05-09 09:03:39.950995 INFO::Fitting model to feature number 90, F94 2024-05-09 09:03:39.957389 INFO::Fitting model to feature number 91, F95 2024-05-09 09:03:39.963792 INFO::Fitting model to feature number 92, F96 2024-05-09 09:03:39.970329 INFO::Fitting model to feature number 93, F97 2024-05-09 09:03:39.976741 INFO::Fitting model to feature number 94, F98 2024-05-09 09:03:39.983092 INFO::Fitting model to feature number 95, F99 2024-05-09 09:03:39.989227 INFO::Fitting model to feature number 96, F100 2024-05-09 09:03:39.995116 INFO::Fitting model to feature number 97, F101 2024-05-09 09:03:40.001126 INFO::Fitting model to feature number 98, F102 2024-05-09 09:03:40.007107 INFO::Fitting model to feature number 99, F103 2024-05-09 09:03:40.013035 INFO::Fitting model to feature number 100, F104 2024-05-09 09:03:40.018956 INFO::Fitting model to feature number 101, F105 2024-05-09 09:03:40.02499 INFO::Fitting model to feature number 102, F106 2024-05-09 09:03:40.030911 INFO::Fitting model to feature number 103, F107 2024-05-09 09:03:40.037031 INFO::Fitting model to feature number 104, F108 2024-05-09 09:03:40.043249 INFO::Fitting model to feature number 105, F109 2024-05-09 09:03:40.049677 INFO::Fitting model to feature number 106, F110 2024-05-09 09:03:40.056253 INFO::Fitting model to feature number 107, F111 2024-05-09 09:03:40.062791 INFO::Fitting model to feature number 108, F112 2024-05-09 09:03:40.069733 INFO::Fitting model to feature number 109, F113 2024-05-09 09:03:40.076245 INFO::Fitting model to feature number 110, F114 2024-05-09 09:03:40.082327 INFO::Fitting model to feature number 111, F115 2024-05-09 09:03:40.088307 INFO::Fitting model to feature number 112, F117 2024-05-09 09:03:40.09438 INFO::Fitting model to feature number 113, F118 2024-05-09 09:03:40.100421 INFO::Fitting model to feature number 114, F119 2024-05-09 09:03:40.106441 INFO::Fitting model to feature number 115, F120 2024-05-09 09:03:40.112511 INFO::Fitting model to feature number 116, F121 2024-05-09 09:03:40.118529 INFO::Fitting model to feature number 117, F122 2024-05-09 09:03:40.124589 INFO::Fitting model to feature number 118, F123 2024-05-09 09:03:40.130665 INFO::Fitting model to feature number 119, F124 2024-05-09 09:03:40.136754 INFO::Fitting model to feature number 120, F125 2024-05-09 09:03:40.142802 INFO::Fitting model to feature number 121, F126 2024-05-09 09:03:40.148864 INFO::Fitting model to feature number 122, F127 2024-05-09 09:03:40.154878 INFO::Fitting model to feature number 123, F128 2024-05-09 09:03:40.160764 INFO::Fitting model to feature number 124, F129 2024-05-09 09:03:40.166607 INFO::Fitting model to feature number 125, F130 2024-05-09 09:03:40.172481 INFO::Fitting model to feature number 126, F131 2024-05-09 09:03:40.178357 INFO::Fitting model to feature number 127, F132 2024-05-09 09:03:40.184274 INFO::Fitting model to feature number 128, F133 2024-05-09 09:03:40.190156 INFO::Fitting model to feature number 129, F134 2024-05-09 09:03:40.196047 INFO::Fitting model to feature number 130, F135 2024-05-09 09:03:40.201893 INFO::Fitting model to feature number 131, F136 2024-05-09 09:03:40.20785 INFO::Fitting model to feature number 132, F137 2024-05-09 09:03:40.213925 INFO::Fitting model to feature number 133, F138 2024-05-09 09:03:40.219945 INFO::Fitting model to feature number 134, F139 2024-05-09 09:03:40.225915 INFO::Fitting model to feature number 135, F140 2024-05-09 09:03:40.23188 INFO::Fitting model to feature number 136, F141 2024-05-09 09:03:40.237915 INFO::Fitting model to feature number 137, F142 2024-05-09 09:03:40.243898 INFO::Fitting model to feature number 138, F143 2024-05-09 09:03:40.249863 INFO::Fitting model to feature number 139, F144 2024-05-09 09:03:40.25583 INFO::Fitting model to feature number 140, F145 2024-05-09 09:03:40.26186 INFO::Fitting model to feature number 141, F146 2024-05-09 09:03:40.267788 INFO::Fitting model to feature number 142, F147 2024-05-09 09:03:40.273707 INFO::Fitting model to feature number 143, F148 2024-05-09 09:03:40.279622 INFO::Fitting model to feature number 144, F149 2024-05-09 09:03:40.285481 INFO::Fitting model to feature number 145, F150 2024-05-09 09:03:40.291372 INFO::Fitting model to feature number 146, F152 2024-05-09 09:03:40.297328 INFO::Fitting model to feature number 147, F153 2024-05-09 09:03:40.303262 INFO::Fitting model to feature number 148, F154 2024-05-09 09:03:40.30916 INFO::Fitting model to feature number 149, F155 2024-05-09 09:03:40.315 INFO::Fitting model to feature number 150, F156 2024-05-09 09:03:40.320794 INFO::Fitting model to feature number 151, F157 2024-05-09 09:03:40.326558 INFO::Fitting model to feature number 152, F158 2024-05-09 09:03:40.332316 INFO::Fitting model to feature number 153, F159 2024-05-09 09:03:40.338142 INFO::Fitting model to feature number 154, F160 2024-05-09 09:03:40.343991 INFO::Fitting model to feature number 155, F161 2024-05-09 09:03:40.349891 INFO::Fitting model to feature number 156, F162 2024-05-09 09:03:40.355823 INFO::Fitting model to feature number 157, F163 2024-05-09 09:03:40.361709 INFO::Fitting model to feature number 158, F164 2024-05-09 09:03:40.367586 INFO::Fitting model to feature number 159, F165 2024-05-09 09:03:40.373517 INFO::Fitting model to feature number 160, F166 2024-05-09 09:03:40.379503 INFO::Fitting model to feature number 161, F167 2024-05-09 09:03:40.385437 INFO::Fitting model to feature number 162, F168 2024-05-09 09:03:40.391338 INFO::Fitting model to feature number 163, F169 2024-05-09 09:03:40.397224 INFO::Fitting model to feature number 164, F170 2024-05-09 09:03:40.403079 INFO::Fitting model to feature number 165, F171 2024-05-09 09:03:40.409006 INFO::Fitting model to feature number 166, F172 2024-05-09 09:03:40.414958 INFO::Fitting model to feature number 167, F173 2024-05-09 09:03:40.420889 INFO::Fitting model to feature number 168, F174 2024-05-09 09:03:40.426752 INFO::Fitting model to feature number 169, F175 2024-05-09 09:03:40.432627 INFO::Fitting model to feature number 170, F176 2024-05-09 09:03:40.438559 INFO::Fitting model to feature number 171, F177 2024-05-09 09:03:40.444521 INFO::Fitting model to feature number 172, F178 2024-05-09 09:03:40.450453 INFO::Fitting model to feature number 173, F179 2024-05-09 09:03:40.456398 INFO::Fitting model to feature number 174, F180 2024-05-09 09:03:40.462447 INFO::Fitting model to feature number 175, F181 2024-05-09 09:03:40.468561 INFO::Fitting model to feature number 176, F182 2024-05-09 09:03:40.474512 INFO::Fitting model to feature number 177, F183 2024-05-09 09:03:40.480414 INFO::Fitting model to feature number 178, F184 2024-05-09 09:03:40.486368 INFO::Fitting model to feature number 179, F185 2024-05-09 09:03:40.492312 INFO::Fitting model to feature number 180, F186 2024-05-09 09:03:40.49831 INFO::Fitting model to feature number 181, F187 2024-05-09 09:03:40.504245 INFO::Fitting model to feature number 182, F188 2024-05-09 09:03:40.510189 INFO::Fitting model to feature number 183, F189 2024-05-09 09:03:40.51611 INFO::Fitting model to feature number 184, F190 2024-05-09 09:03:40.521982 INFO::Fitting model to feature number 185, F191 2024-05-09 09:03:40.527877 INFO::Fitting model to feature number 186, F192 2024-05-09 09:03:40.533739 INFO::Fitting model to feature number 187, F193 2024-05-09 09:03:40.53963 INFO::Fitting model to feature number 188, F194 2024-05-09 09:03:40.545555 INFO::Fitting model to feature number 189, F195 2024-05-09 09:03:40.551531 INFO::Fitting model to feature number 190, F196 2024-05-09 09:03:40.557564 INFO::Fitting model to feature number 191, F197 2024-05-09 09:03:40.563607 INFO::Fitting model to feature number 192, F198 2024-05-09 09:03:40.569636 INFO::Fitting model to feature number 193, F199 2024-05-09 09:03:40.575598 INFO::Fitting model to feature number 194, F200 2024-05-09 09:03:40.581576 INFO::Fitting model to feature number 195, F201 2024-05-09 09:03:40.58743 INFO::Fitting model to feature number 196, F202 2024-05-09 09:03:40.593308 INFO::Fitting model to feature number 197, F203 2024-05-09 09:03:40.599181 INFO::Fitting model to feature number 198, F204 2024-05-09 09:03:40.605167 INFO::Fitting model to feature number 199, F206 2024-05-09 09:03:40.611384 INFO::Fitting model to feature number 200, F207 2024-05-09 09:03:40.617644 INFO::Fitting model to feature number 201, F208 2024-05-09 09:03:40.623907 INFO::Fitting model to feature number 202, F209 2024-05-09 09:03:40.630147 INFO::Fitting model to feature number 203, F210 2024-05-09 09:03:40.636429 INFO::Fitting model to feature number 204, F211 2024-05-09 09:03:40.642766 INFO::Fitting model to feature number 205, F212 2024-05-09 09:03:40.649074 INFO::Fitting model to feature number 206, F213 2024-05-09 09:03:40.655288 INFO::Fitting model to feature number 207, F214 2024-05-09 09:03:40.661454 INFO::Fitting model to feature number 208, F215 2024-05-09 09:03:40.667652 INFO::Fitting model to feature number 209, F216 2024-05-09 09:03:40.67394 INFO::Fitting model to feature number 210, F217 2024-05-09 09:03:40.680308 INFO::Fitting model to feature number 211, F218 2024-05-09 09:03:40.686174 INFO::Fitting model to feature number 212, F219 2024-05-09 09:03:40.691979 INFO::Fitting model to feature number 213, F220 2024-05-09 09:03:40.697751 INFO::Fitting model to feature number 214, F221 2024-05-09 09:03:40.703458 INFO::Fitting model to feature number 215, F222 2024-05-09 09:03:40.709131 INFO::Fitting model to feature number 216, F223 2024-05-09 09:03:40.714788 INFO::Fitting model to feature number 217, F224 2024-05-09 09:03:40.720462 INFO::Fitting model to feature number 218, F225 2024-05-09 09:03:40.726067 INFO::Fitting model to feature number 219, F226 2024-05-09 09:03:40.731745 INFO::Fitting model to feature number 220, F227 2024-05-09 09:03:40.737502 INFO::Fitting model to feature number 221, F228 2024-05-09 09:03:40.743298 INFO::Fitting model to feature number 222, F229 2024-05-09 09:03:40.749061 INFO::Fitting model to feature number 223, F230 2024-05-09 09:03:40.754861 INFO::Fitting model to feature number 224, F231 2024-05-09 09:03:40.760742 INFO::Fitting model to feature number 225, F232 2024-05-09 09:03:40.766798 INFO::Fitting model to feature number 226, F233 2024-05-09 09:03:40.772914 INFO::Fitting model to feature number 227, F234 2024-05-09 09:03:40.778976 INFO::Fitting model to feature number 228, F235 2024-05-09 09:03:40.784975 INFO::Fitting model to feature number 229, F236 2024-05-09 09:03:40.791033 INFO::Fitting model to feature number 230, F237 2024-05-09 09:03:40.797111 INFO::Fitting model to feature number 231, F238 2024-05-09 09:03:40.803161 INFO::Fitting model to feature number 232, F239 2024-05-09 09:03:40.809176 INFO::Fitting model to feature number 233, F240 2024-05-09 09:03:40.815168 INFO::Fitting model to feature number 234, F241 2024-05-09 09:03:40.8211 INFO::Fitting model to feature number 235, F242 2024-05-09 09:03:40.827027 INFO::Fitting model to feature number 236, F243 2024-05-09 09:03:40.832986 INFO::Fitting model to feature number 237, F244 2024-05-09 09:03:40.838762 INFO::Fitting model to feature number 238, F245 2024-05-09 09:03:40.844527 INFO::Fitting model to feature number 239, F246 2024-05-09 09:03:40.850346 INFO::Fitting model to feature number 240, F247 2024-05-09 09:03:40.856098 INFO::Fitting model to feature number 241, F248 2024-05-09 09:03:40.861837 INFO::Fitting model to feature number 242, F249 2024-05-09 09:03:40.867532 INFO::Fitting model to feature number 243, F250 2024-05-09 09:03:40.873169 INFO::Fitting model to feature number 244, F252 2024-05-09 09:03:40.87878 INFO::Fitting model to feature number 245, F253 2024-05-09 09:03:40.884395 INFO::Fitting model to feature number 246, F254 2024-05-09 09:03:40.889974 INFO::Fitting model to feature number 247, F255 2024-05-09 09:03:40.895643 INFO::Fitting model to feature number 248, F256 2024-05-09 09:03:40.901264 INFO::Fitting model to feature number 249, F257 2024-05-09 09:03:40.906845 INFO::Fitting model to feature number 250, F259 2024-05-09 09:03:40.912427 INFO::Fitting model to feature number 251, F260 2024-05-09 09:03:40.91802 INFO::Fitting model to feature number 252, F261 2024-05-09 09:03:40.923587 INFO::Fitting model to feature number 253, F262 2024-05-09 09:03:40.929137 INFO::Fitting model to feature number 254, F263 2024-05-09 09:03:40.934678 INFO::Fitting model to feature number 255, F264 2024-05-09 09:03:40.940251 INFO::Fitting model to feature number 256, F265 2024-05-09 09:03:40.94586 INFO::Fitting model to feature number 257, F266 2024-05-09 09:03:40.951436 INFO::Fitting model to feature number 258, F267 2024-05-09 09:03:40.95705 INFO::Fitting model to feature number 259, F269 2024-05-09 09:03:40.962595 INFO::Fitting model to feature number 260, F270 2024-05-09 09:03:40.968118 INFO::Fitting model to feature number 261, F271 2024-05-09 09:03:40.973629 INFO::Fitting model to feature number 262, F272 2024-05-09 09:03:40.979174 INFO::Fitting model to feature number 263, F273 2024-05-09 09:03:40.984879 INFO::Fitting model to feature number 264, F274 2024-05-09 09:03:40.990405 INFO::Fitting model to feature number 265, F276 2024-05-09 09:03:40.995988 INFO::Fitting model to feature number 266, F277 2024-05-09 09:03:41.001636 INFO::Fitting model to feature number 267, F278 2024-05-09 09:03:41.007358 INFO::Fitting model to feature number 268, F279 2024-05-09 09:03:41.01332 INFO::Fitting model to feature number 269, F280 2024-05-09 09:03:41.019202 INFO::Fitting model to feature number 270, F281 2024-05-09 09:03:41.063385 INFO::Fitting model to feature number 271, F282 2024-05-09 09:03:41.069161 INFO::Fitting model to feature number 272, F283 2024-05-09 09:03:41.074901 INFO::Fitting model to feature number 273, F284 2024-05-09 09:03:41.080639 INFO::Fitting model to feature number 274, F285 2024-05-09 09:03:41.086369 INFO::Fitting model to feature number 275, F286 2024-05-09 09:03:41.092111 INFO::Fitting model to feature number 276, F287 2024-05-09 09:03:41.097842 INFO::Fitting model to feature number 277, F288 2024-05-09 09:03:41.10361 INFO::Fitting model to feature number 278, F289 2024-05-09 09:03:41.10935 INFO::Fitting model to feature number 279, F290 2024-05-09 09:03:41.115026 INFO::Fitting model to feature number 280, F292 2024-05-09 09:03:41.120689 INFO::Fitting model to feature number 281, F293 2024-05-09 09:03:41.126303 INFO::Fitting model to feature number 282, F294 2024-05-09 09:03:41.131902 INFO::Fitting model to feature number 283, F295 2024-05-09 09:03:41.137507 INFO::Fitting model to feature number 284, F296 2024-05-09 09:03:41.14311 INFO::Fitting model to feature number 285, F297 2024-05-09 09:03:41.148643 INFO::Fitting model to feature number 286, F298 2024-05-09 09:03:41.15417 INFO::Fitting model to feature number 287, F299 2024-05-09 09:03:41.159721 INFO::Fitting model to feature number 288, F300 2024-05-09 09:03:41.165242 INFO::Fitting model to feature number 289, F301 2024-05-09 09:03:41.170741 INFO::Fitting model to feature number 290, F302 2024-05-09 09:03:41.176256 INFO::Fitting model to feature number 291, F303 2024-05-09 09:03:41.181797 INFO::Fitting model to feature number 292, F304 2024-05-09 09:03:41.18735 INFO::Fitting model to feature number 293, F305 2024-05-09 09:03:41.192888 INFO::Fitting model to feature number 294, F306 2024-05-09 09:03:41.198418 INFO::Fitting model to feature number 295, F307 2024-05-09 09:03:41.203955 INFO::Fitting model to feature number 296, F308 2024-05-09 09:03:41.20961 INFO::Fitting model to feature number 297, F309 2024-05-09 09:03:41.215299 INFO::Fitting model to feature number 298, F310 2024-05-09 09:03:41.220912 INFO::Fitting model to feature number 299, F311 2024-05-09 09:03:41.226467 INFO::Fitting model to feature number 300, F312 2024-05-09 09:03:41.231956 INFO::Fitting model to feature number 301, F313 2024-05-09 09:03:41.237425 INFO::Fitting model to feature number 302, F315 2024-05-09 09:03:41.242849 INFO::Fitting model to feature number 303, F316 2024-05-09 09:03:41.248317 INFO::Fitting model to feature number 304, F317 2024-05-09 09:03:41.253784 INFO::Fitting model to feature number 305, F318 2024-05-09 09:03:41.259282 INFO::Fitting model to feature number 306, F319 2024-05-09 09:03:41.264832 INFO::Fitting model to feature number 307, F320 2024-05-09 09:03:41.270407 INFO::Fitting model to feature number 308, F321 2024-05-09 09:03:41.276127 INFO::Fitting model to feature number 309, F322 2024-05-09 09:03:41.281844 INFO::Fitting model to feature number 310, F323 2024-05-09 09:03:41.287673 INFO::Fitting model to feature number 311, F324 2024-05-09 09:03:41.293537 INFO::Fitting model to feature number 312, F325 2024-05-09 09:03:41.2993 INFO::Fitting model to feature number 313, F326 2024-05-09 09:03:41.304984 INFO::Fitting model to feature number 314, F327 2024-05-09 09:03:41.310582 INFO::Fitting model to feature number 315, F328 2024-05-09 09:03:41.316149 INFO::Fitting model to feature number 316, F329 2024-05-09 09:03:41.321725 INFO::Fitting model to feature number 317, F330 2024-05-09 09:03:41.327301 INFO::Fitting model to feature number 318, F331 2024-05-09 09:03:41.332833 INFO::Fitting model to feature number 319, F332 2024-05-09 09:03:41.338343 INFO::Fitting model to feature number 320, F333 2024-05-09 09:03:41.343848 INFO::Fitting model to feature number 321, F334 2024-05-09 09:03:41.349334 INFO::Fitting model to feature number 322, F335 2024-05-09 09:03:41.354951 INFO::Fitting model to feature number 323, F336 2024-05-09 09:03:41.360718 INFO::Fitting model to feature number 324, F337 2024-05-09 09:03:41.366376 INFO::Fitting model to feature number 325, F338 2024-05-09 09:03:41.372002 INFO::Fitting model to feature number 326, F339 2024-05-09 09:03:41.377686 INFO::Fitting model to feature number 327, F340 2024-05-09 09:03:41.383476 INFO::Fitting model to feature number 328, F342 2024-05-09 09:03:41.389256 INFO::Fitting model to feature number 329, F343 2024-05-09 09:03:41.395101 INFO::Fitting model to feature number 330, F344 2024-05-09 09:03:41.400909 INFO::Fitting model to feature number 331, F345 2024-05-09 09:03:41.406717 INFO::Fitting model to feature number 332, F346 2024-05-09 09:03:41.412646 INFO::Fitting model to feature number 333, F347 2024-05-09 09:03:41.4185 INFO::Fitting model to feature number 334, F348 2024-05-09 09:03:41.424374 INFO::Fitting model to feature number 335, F350 2024-05-09 09:03:41.430261 INFO::Fitting model to feature number 336, F351 2024-05-09 09:03:41.436157 INFO::Fitting model to feature number 337, F352 2024-05-09 09:03:41.442051 INFO::Fitting model to feature number 338, F353 2024-05-09 09:03:41.447945 INFO::Fitting model to feature number 339, F355 2024-05-09 09:03:41.453795 INFO::Fitting model to feature number 340, F356 2024-05-09 09:03:41.459644 INFO::Fitting model to feature number 341, F357 2024-05-09 09:03:41.46549 INFO::Fitting model to feature number 342, F358 2024-05-09 09:03:41.471422 INFO::Fitting model to feature number 343, F359 2024-05-09 09:03:41.477288 INFO::Fitting model to feature number 344, F360 2024-05-09 09:03:41.48312 INFO::Fitting model to feature number 345, F361 2024-05-09 09:03:41.488936 INFO::Fitting model to feature number 346, F362 2024-05-09 09:03:41.49474 INFO::Fitting model to feature number 347, F363 2024-05-09 09:03:41.500527 INFO::Fitting model to feature number 348, F364 2024-05-09 09:03:41.506254 INFO::Fitting model to feature number 349, F365 2024-05-09 09:03:41.512041 INFO::Fitting model to feature number 350, F366 2024-05-09 09:03:41.517841 INFO::Fitting model to feature number 351, F367 2024-05-09 09:03:41.523595 INFO::Fitting model to feature number 352, F368 2024-05-09 09:03:41.52937 INFO::Fitting model to feature number 353, F369 2024-05-09 09:03:41.535147 INFO::Fitting model to feature number 354, F370 2024-05-09 09:03:41.54104 INFO::Fitting model to feature number 355, F371 2024-05-09 09:03:41.546937 INFO::Fitting model to feature number 356, F372 2024-05-09 09:03:41.552881 INFO::Fitting model to feature number 357, F373 2024-05-09 09:03:41.558698 INFO::Fitting model to feature number 358, F374 2024-05-09 09:03:41.564459 INFO::Fitting model to feature number 359, F375 2024-05-09 09:03:41.570224 INFO::Fitting model to feature number 360, F376 2024-05-09 09:03:41.576143 INFO::Fitting model to feature number 361, F377 2024-05-09 09:03:41.582019 INFO::Fitting model to feature number 362, F378 2024-05-09 09:03:41.587859 INFO::Fitting model to feature number 363, F379 2024-05-09 09:03:41.5937 INFO::Fitting model to feature number 364, F380 2024-05-09 09:03:41.599461 INFO::Fitting model to feature number 365, F381 2024-05-09 09:03:41.605296 INFO::Fitting model to feature number 366, F382 2024-05-09 09:03:41.611225 INFO::Fitting model to feature number 367, F383 2024-05-09 09:03:41.617118 INFO::Fitting model to feature number 368, F384 2024-05-09 09:03:41.622798 INFO::Fitting model to feature number 369, F386 2024-05-09 09:03:41.628505 INFO::Fitting model to feature number 370, F387 2024-05-09 09:03:41.634273 INFO::Fitting model to feature number 371, F388 2024-05-09 09:03:41.640094 INFO::Fitting model to feature number 372, F389 2024-05-09 09:03:41.646011 INFO::Fitting model to feature number 373, F390 2024-05-09 09:03:41.651783 INFO::Fitting model to feature number 374, F391 2024-05-09 09:03:41.657602 INFO::Fitting model to feature number 375, F392 2024-05-09 09:03:41.663507 INFO::Fitting model to feature number 376, F393 2024-05-09 09:03:41.669412 INFO::Fitting model to feature number 377, F394 2024-05-09 09:03:41.675353 INFO::Fitting model to feature number 378, F395 2024-05-09 09:03:41.681165 INFO::Fitting model to feature number 379, F396 2024-05-09 09:03:41.686815 INFO::Fitting model to feature number 380, F397 2024-05-09 09:03:41.692682 INFO::Fitting model to feature number 381, F398 2024-05-09 09:03:41.698753 INFO::Fitting model to feature number 382, F399 2024-05-09 09:03:41.704973 INFO::Fitting model to feature number 383, F400 2024-05-09 09:03:41.711106 INFO::Fitting model to feature number 384, F401 2024-05-09 09:03:41.717083 INFO::Fitting model to feature number 385, F402 2024-05-09 09:03:41.723011 INFO::Fitting model to feature number 386, F403 2024-05-09 09:03:41.729084 INFO::Fitting model to feature number 387, F404 2024-05-09 09:03:41.735184 INFO::Fitting model to feature number 388, F406 2024-05-09 09:03:41.741241 INFO::Fitting model to feature number 389, F407 2024-05-09 09:03:41.747244 INFO::Fitting model to feature number 390, F408 2024-05-09 09:03:41.753283 INFO::Fitting model to feature number 391, F409 2024-05-09 09:03:41.75938 INFO::Fitting model to feature number 392, F410 2024-05-09 09:03:41.765426 INFO::Fitting model to feature number 393, F411 2024-05-09 09:03:41.771395 INFO::Fitting model to feature number 394, F412 2024-05-09 09:03:41.777432 INFO::Fitting model to feature number 395, F413 2024-05-09 09:03:41.783426 INFO::Fitting model to feature number 396, F414 2024-05-09 09:03:41.789457 INFO::Fitting model to feature number 397, F415 2024-05-09 09:03:41.795546 INFO::Fitting model to feature number 398, F416 2024-05-09 09:03:41.801527 INFO::Fitting model to feature number 399, F417 2024-05-09 09:03:41.807464 INFO::Fitting model to feature number 400, F418 2024-05-09 09:03:41.813423 INFO::Fitting model to feature number 401, F419 2024-05-09 09:03:41.819438 INFO::Fitting model to feature number 402, F420 2024-05-09 09:03:41.825406 INFO::Fitting model to feature number 403, F421 2024-05-09 09:03:41.831345 INFO::Fitting model to feature number 404, F422 2024-05-09 09:03:41.837321 INFO::Fitting model to feature number 405, F423 2024-05-09 09:03:41.843355 INFO::Fitting model to feature number 406, F425 2024-05-09 09:03:41.849386 INFO::Fitting model to feature number 407, F426 2024-05-09 09:03:41.855466 INFO::Fitting model to feature number 408, F428 2024-05-09 09:03:41.861528 INFO::Fitting model to feature number 409, F429 2024-05-09 09:03:41.867519 INFO::Fitting model to feature number 410, F430 2024-05-09 09:03:41.873485 INFO::Fitting model to feature number 411, F431 2024-05-09 09:03:41.879462 INFO::Fitting model to feature number 412, F432 2024-05-09 09:03:41.885486 INFO::Fitting model to feature number 413, F433 2024-05-09 09:03:41.891477 INFO::Fitting model to feature number 414, F434 2024-05-09 09:03:41.897699 INFO::Fitting model to feature number 415, F435 2024-05-09 09:03:41.904005 INFO::Fitting model to feature number 416, F436 2024-05-09 09:03:41.910309 INFO::Fitting model to feature number 417, F437 2024-05-09 09:03:41.916639 INFO::Fitting model to feature number 418, F438 2024-05-09 09:03:41.922963 INFO::Fitting model to feature number 419, F439 2024-05-09 09:03:41.92945 INFO::Fitting model to feature number 420, F440 2024-05-09 09:03:41.93591 INFO::Fitting model to feature number 421, F441 2024-05-09 09:03:41.942434 INFO::Fitting model to feature number 422, F442 2024-05-09 09:03:41.949095 INFO::Fitting model to feature number 423, F443 2024-05-09 09:03:41.955596 INFO::Fitting model to feature number 424, F444 2024-05-09 09:03:41.96196 INFO::Fitting model to feature number 425, F445 2024-05-09 09:03:41.967893 INFO::Fitting model to feature number 426, F446 2024-05-09 09:03:41.973815 INFO::Fitting model to feature number 427, F447 2024-05-09 09:03:41.979581 INFO::Fitting model to feature number 428, F448 2024-05-09 09:03:41.985254 INFO::Fitting model to feature number 429, F449 2024-05-09 09:03:41.990894 INFO::Fitting model to feature number 430, F450 2024-05-09 09:03:41.996582 INFO::Fitting model to feature number 431, F451 2024-05-09 09:03:42.002406 INFO::Fitting model to feature number 432, F452 2024-05-09 09:03:42.008326 INFO::Fitting model to feature number 433, F454 2024-05-09 09:03:42.014225 INFO::Fitting model to feature number 434, F455 2024-05-09 09:03:42.020063 INFO::Fitting model to feature number 435, F456 2024-05-09 09:03:42.025942 INFO::Fitting model to feature number 436, F457 2024-05-09 09:03:42.031878 INFO::Fitting model to feature number 437, F458 2024-05-09 09:03:42.037912 INFO::Fitting model to feature number 438, F459 2024-05-09 09:03:42.043927 INFO::Fitting model to feature number 439, F461 2024-05-09 09:03:42.049964 INFO::Fitting model to feature number 440, F462 2024-05-09 09:03:42.055878 INFO::Fitting model to feature number 441, F463 2024-05-09 09:03:42.061666 INFO::Fitting model to feature number 442, F464 2024-05-09 09:03:42.067453 INFO::Fitting model to feature number 443, F465 2024-05-09 09:03:42.073275 INFO::Fitting model to feature number 444, F466 2024-05-09 09:03:42.079127 INFO::Fitting model to feature number 445, F467 2024-05-09 09:03:42.08493 INFO::Fitting model to feature number 446, F468 2024-05-09 09:03:42.09067 INFO::Fitting model to feature number 447, F469 2024-05-09 09:03:42.096339 INFO::Fitting model to feature number 448, F470 2024-05-09 09:03:42.102065 INFO::Fitting model to feature number 449, F471 2024-05-09 09:03:42.107834 INFO::Fitting model to feature number 450, F474 2024-05-09 09:03:42.113646 INFO::Fitting model to feature number 451, F475 2024-05-09 09:03:42.119399 INFO::Fitting model to feature number 452, F476 2024-05-09 09:03:42.12516 INFO::Fitting model to feature number 453, F477 2024-05-09 09:03:42.130908 INFO::Fitting model to feature number 454, F478 2024-05-09 09:03:42.136793 INFO::Fitting model to feature number 455, F479 2024-05-09 09:03:42.142616 INFO::Fitting model to feature number 456, F480 2024-05-09 09:03:42.148519 INFO::Fitting model to feature number 457, F481 2024-05-09 09:03:42.154282 INFO::Fitting model to feature number 458, F482 2024-05-09 09:03:42.160039 INFO::Fitting model to feature number 459, F483 2024-05-09 09:03:42.165844 INFO::Fitting model to feature number 460, F484 2024-05-09 09:03:42.171811 INFO::Fitting model to feature number 461, F485 2024-05-09 09:03:42.177796 INFO::Fitting model to feature number 462, F486 2024-05-09 09:03:42.183824 INFO::Fitting model to feature number 463, F487 2024-05-09 09:03:42.189643 INFO::Fitting model to feature number 464, F488 2024-05-09 09:03:42.195486 INFO::Fitting model to feature number 465, F489 2024-05-09 09:03:42.201266 INFO::Fitting model to feature number 466, F490 2024-05-09 09:03:42.20709 INFO::Fitting model to feature number 467, F491 2024-05-09 09:03:42.212939 INFO::Fitting model to feature number 468, F492 2024-05-09 09:03:42.218672 INFO::Fitting model to feature number 469, F493 2024-05-09 09:03:42.224469 INFO::Fitting model to feature number 470, F494 2024-05-09 09:03:42.230296 INFO::Fitting model to feature number 471, F495 2024-05-09 09:03:42.236116 INFO::Fitting model to feature number 472, F496 2024-05-09 09:03:42.241951 INFO::Fitting model to feature number 473, F497 2024-05-09 09:03:42.247744 INFO::Fitting model to feature number 474, F498 2024-05-09 09:03:42.253475 INFO::Fitting model to feature number 475, F499 2024-05-09 09:03:42.25932 INFO::Fitting model to feature number 476, F500 2024-05-09 09:03:42.265184 INFO::Fitting model to feature number 477, F501 2024-05-09 09:03:42.270966 INFO::Fitting model to feature number 478, F502 2024-05-09 09:03:42.276651 INFO::Fitting model to feature number 479, F503 2024-05-09 09:03:42.282405 INFO::Fitting model to feature number 480, F504 2024-05-09 09:03:42.288229 INFO::Fitting model to feature number 481, F505 2024-05-09 09:03:42.294002 INFO::Fitting model to feature number 482, F506 2024-05-09 09:03:42.29972 INFO::Fitting model to feature number 483, F507 2024-05-09 09:03:42.30538 INFO::Fitting model to feature number 484, F508 2024-05-09 09:03:42.311108 INFO::Fitting model to feature number 485, F509 2024-05-09 09:03:42.316828 INFO::Fitting model to feature number 486, F510 2024-05-09 09:03:42.322685 INFO::Fitting model to feature number 487, F511 2024-05-09 09:03:42.32856 INFO::Fitting model to feature number 488, F512 2024-05-09 09:03:42.33449 INFO::Fitting model to feature number 489, F513 2024-05-09 09:03:42.340487 INFO::Fitting model to feature number 490, F514 2024-05-09 09:03:42.346367 INFO::Fitting model to feature number 491, F515 2024-05-09 09:03:42.352193 INFO::Fitting model to feature number 492, F516 2024-05-09 09:03:42.357934 INFO::Fitting model to feature number 493, F517 2024-05-09 09:03:42.363674 INFO::Fitting model to feature number 494, F518 2024-05-09 09:03:42.369449 INFO::Fitting model to feature number 495, F519 2024-05-09 09:03:42.375253 INFO::Fitting model to feature number 496, F520 2024-05-09 09:03:42.381105 INFO::Fitting model to feature number 497, F521 2024-05-09 09:03:42.386969 INFO::Fitting model to feature number 498, F522 2024-05-09 09:03:42.392818 INFO::Fitting model to feature number 499, F523 2024-05-09 09:03:42.398558 INFO::Fitting model to feature number 500, F524 2024-05-09 09:03:42.404373 INFO::Fitting model to feature number 501, F525 2024-05-09 09:03:42.410306 INFO::Fitting model to feature number 502, F526 2024-05-09 09:03:42.416226 INFO::Fitting model to feature number 503, F527 2024-05-09 09:03:42.42214 INFO::Fitting model to feature number 504, F528 2024-05-09 09:03:42.428063 INFO::Fitting model to feature number 505, F529 2024-05-09 09:03:42.433965 INFO::Fitting model to feature number 506, F530 2024-05-09 09:03:42.439898 INFO::Fitting model to feature number 507, F531 2024-05-09 09:03:42.445831 INFO::Fitting model to feature number 508, F532 2024-05-09 09:03:42.451807 INFO::Fitting model to feature number 509, F533 2024-05-09 09:03:42.457641 INFO::Fitting model to feature number 510, F534 2024-05-09 09:03:42.463386 INFO::Fitting model to feature number 511, F535 2024-05-09 09:03:42.469066 INFO::Fitting model to feature number 512, F536 2024-05-09 09:03:42.474726 INFO::Fitting model to feature number 513, F537 2024-05-09 09:03:42.480388 INFO::Fitting model to feature number 514, F539 2024-05-09 09:03:42.485991 INFO::Fitting model to feature number 515, F540 2024-05-09 09:03:42.491516 INFO::Fitting model to feature number 516, F541 2024-05-09 09:03:42.497085 INFO::Fitting model to feature number 517, F543 2024-05-09 09:03:42.50272 INFO::Fitting model to feature number 518, F544 2024-05-09 09:03:42.508412 INFO::Fitting model to feature number 519, F545 2024-05-09 09:03:42.514054 INFO::Fitting model to feature number 520, F546 2024-05-09 09:03:42.519694 INFO::Fitting model to feature number 521, F547 2024-05-09 09:03:42.525325 INFO::Fitting model to feature number 522, F548 2024-05-09 09:03:42.530914 INFO::Fitting model to feature number 523, F549 2024-05-09 09:03:42.536532 INFO::Fitting model to feature number 524, F550 2024-05-09 09:03:42.542193 INFO::Fitting model to feature number 525, F551 2024-05-09 09:03:42.547851 INFO::Fitting model to feature number 526, F552 2024-05-09 09:03:42.553453 INFO::Fitting model to feature number 527, F553 2024-05-09 09:03:42.559058 INFO::Fitting model to feature number 528, F554 2024-05-09 09:03:42.564697 INFO::Fitting model to feature number 529, F555 2024-05-09 09:03:42.570386 INFO::Fitting model to feature number 530, F556 2024-05-09 09:03:42.580163 INFO::Fitting model to feature number 531, F557 2024-05-09 09:03:42.585843 INFO::Fitting model to feature number 532, F558 2024-05-09 09:03:42.591546 INFO::Fitting model to feature number 533, F559 2024-05-09 09:03:42.597243 INFO::Fitting model to feature number 534, F560 2024-05-09 09:03:42.602962 INFO::Fitting model to feature number 535, F561 2024-05-09 09:03:42.608612 INFO::Fitting model to feature number 536, F562 2024-05-09 09:03:42.614176 INFO::Fitting model to feature number 537, F563 2024-05-09 09:03:42.619782 INFO::Fitting model to feature number 538, F564 2024-05-09 09:03:42.625446 INFO::Fitting model to feature number 539, F566 2024-05-09 09:03:42.631068 INFO::Fitting model to feature number 540, F567 2024-05-09 09:03:42.636743 INFO::Fitting model to feature number 541, F568 2024-05-09 09:03:42.642336 INFO::Fitting model to feature number 542, F569 2024-05-09 09:03:42.647992 INFO::Fitting model to feature number 543, F570 2024-05-09 09:03:42.653689 INFO::Fitting model to feature number 544, F571 2024-05-09 09:03:42.659383 INFO::Fitting model to feature number 545, F572 2024-05-09 09:03:42.665012 INFO::Fitting model to feature number 546, F573 2024-05-09 09:03:42.670491 INFO::Fitting model to feature number 547, F574 2024-05-09 09:03:42.676222 INFO::Fitting model to feature number 548, F575 2024-05-09 09:03:42.681957 INFO::Fitting model to feature number 549, F576 2024-05-09 09:03:42.687709 INFO::Fitting model to feature number 550, F577 2024-05-09 09:03:42.693578 INFO::Fitting model to feature number 551, F578 2024-05-09 09:03:42.69942 INFO::Fitting model to feature number 552, F579 2024-05-09 09:03:42.705171 INFO::Fitting model to feature number 553, F580 2024-05-09 09:03:42.710828 INFO::Fitting model to feature number 554, F581 2024-05-09 09:03:42.716502 INFO::Fitting model to feature number 555, F582 2024-05-09 09:03:42.722171 INFO::Fitting model to feature number 556, F583 2024-05-09 09:03:42.727851 INFO::Fitting model to feature number 557, F584 2024-05-09 09:03:42.733541 INFO::Fitting model to feature number 558, F585 2024-05-09 09:03:42.739228 INFO::Fitting model to feature number 559, F586 2024-05-09 09:03:42.744818 INFO::Fitting model to feature number 560, F587 2024-05-09 09:03:42.750399 INFO::Fitting model to feature number 561, F588 2024-05-09 09:03:42.755958 INFO::Fitting model to feature number 562, F589 2024-05-09 09:03:42.761509 INFO::Fitting model to feature number 563, F590 2024-05-09 09:03:42.767075 INFO::Fitting model to feature number 564, F591 2024-05-09 09:03:42.772597 INFO::Fitting model to feature number 565, F592 2024-05-09 09:03:42.77814 INFO::Fitting model to feature number 566, F593 2024-05-09 09:03:42.783697 INFO::Fitting model to feature number 567, F594 2024-05-09 09:03:42.789246 INFO::Fitting model to feature number 568, F595 2024-05-09 09:03:42.794786 INFO::Fitting model to feature number 569, F596 2024-05-09 09:03:42.800329 INFO::Fitting model to feature number 570, F597 2024-05-09 09:03:42.805958 INFO::Fitting model to feature number 571, F598 2024-05-09 09:03:42.811642 INFO::Fitting model to feature number 572, F599 2024-05-09 09:03:42.817306 INFO::Fitting model to feature number 573, F600 2024-05-09 09:03:42.822924 INFO::Fitting model to feature number 574, F601 2024-05-09 09:03:42.828496 INFO::Fitting model to feature number 575, F602 2024-05-09 09:03:42.834115 INFO::Fitting model to feature number 576, F603 2024-05-09 09:03:42.8397 INFO::Fitting model to feature number 577, F605 2024-05-09 09:03:42.845278 INFO::Fitting model to feature number 578, F606 2024-05-09 09:03:42.850732 INFO::Fitting model to feature number 579, F607 2024-05-09 09:03:42.856216 INFO::Fitting model to feature number 580, F608 2024-05-09 09:03:42.861751 INFO::Fitting model to feature number 581, F609 2024-05-09 09:03:42.867272 INFO::Fitting model to feature number 582, F610 2024-05-09 09:03:42.872851 INFO::Fitting model to feature number 583, F611 2024-05-09 09:03:42.878366 INFO::Fitting model to feature number 584, F612 2024-05-09 09:03:42.883929 INFO::Fitting model to feature number 585, F613 2024-05-09 09:03:42.889509 INFO::Fitting model to feature number 586, F614 2024-05-09 09:03:42.895136 INFO::Fitting model to feature number 587, F615 2024-05-09 09:03:42.935319 INFO::Fitting model to feature number 588, F616 2024-05-09 09:03:42.941213 INFO::Fitting model to feature number 589, F617 2024-05-09 09:03:42.947115 INFO::Fitting model to feature number 590, F618 2024-05-09 09:03:42.953031 INFO::Fitting model to feature number 591, F619 2024-05-09 09:03:42.958966 INFO::Fitting model to feature number 592, F620 2024-05-09 09:03:42.964842 INFO::Fitting model to feature number 593, F621 2024-05-09 09:03:42.970686 INFO::Fitting model to feature number 594, F622 2024-05-09 09:03:42.976575 INFO::Fitting model to feature number 595, F623 2024-05-09 09:03:42.982409 INFO::Fitting model to feature number 596, F624 2024-05-09 09:03:42.988354 INFO::Fitting model to feature number 597, F625 2024-05-09 09:03:42.994242 INFO::Fitting model to feature number 598, F626 2024-05-09 09:03:43.000177 INFO::Fitting model to feature number 599, F627 2024-05-09 09:03:43.006129 INFO::Fitting model to feature number 600, F628 2024-05-09 09:03:43.012043 INFO::Fitting model to feature number 601, F629 2024-05-09 09:03:43.01789 INFO::Fitting model to feature number 602, F630 2024-05-09 09:03:43.023715 INFO::Fitting model to feature number 603, F631 2024-05-09 09:03:43.029536 INFO::Fitting model to feature number 604, F632 2024-05-09 09:03:43.035364 INFO::Fitting model to feature number 605, F633 2024-05-09 09:03:43.041185 INFO::Fitting model to feature number 606, F634 2024-05-09 09:03:43.046948 INFO::Fitting model to feature number 607, F635 2024-05-09 09:03:43.052782 INFO::Fitting model to feature number 608, F636 2024-05-09 09:03:43.058568 INFO::Fitting model to feature number 609, F637 2024-05-09 09:03:43.064371 INFO::Fitting model to feature number 610, F638 2024-05-09 09:03:43.070158 INFO::Fitting model to feature number 611, F639 2024-05-09 09:03:43.075971 INFO::Fitting model to feature number 612, F640 2024-05-09 09:03:43.081788 INFO::Fitting model to feature number 613, F641 2024-05-09 09:03:43.0876 INFO::Fitting model to feature number 614, F642 2024-05-09 09:03:43.093431 INFO::Fitting model to feature number 615, F643 2024-05-09 09:03:43.099283 INFO::Fitting model to feature number 616, F644 2024-05-09 09:03:43.105093 INFO::Fitting model to feature number 617, F645 2024-05-09 09:03:43.110909 INFO::Fitting model to feature number 618, F646 2024-05-09 09:03:43.11679 INFO::Fitting model to feature number 619, F647 2024-05-09 09:03:43.122573 INFO::Fitting model to feature number 620, F648 2024-05-09 09:03:43.12833 INFO::Fitting model to feature number 621, F649 2024-05-09 09:03:43.134071 INFO::Fitting model to feature number 622, F650 2024-05-09 09:03:43.139816 INFO::Fitting model to feature number 623, F651 2024-05-09 09:03:43.14558 INFO::Fitting model to feature number 624, F652 2024-05-09 09:03:43.151394 INFO::Fitting model to feature number 625, F653 2024-05-09 09:03:43.157253 INFO::Fitting model to feature number 626, F654 2024-05-09 09:03:43.163236 INFO::Fitting model to feature number 627, F655 2024-05-09 09:03:43.169224 INFO::Fitting model to feature number 628, F656 2024-05-09 09:03:43.175152 INFO::Fitting model to feature number 629, F657 2024-05-09 09:03:43.181029 INFO::Fitting model to feature number 630, F658 2024-05-09 09:03:43.186863 INFO::Fitting model to feature number 631, F659 2024-05-09 09:03:43.192689 INFO::Fitting model to feature number 632, F660 2024-05-09 09:03:43.198436 INFO::Fitting model to feature number 633, F661 2024-05-09 09:03:43.204216 INFO::Fitting model to feature number 634, F662 2024-05-09 09:03:43.209982 INFO::Fitting model to feature number 635, F663 2024-05-09 09:03:43.215794 INFO::Fitting model to feature number 636, F664 2024-05-09 09:03:43.221653 INFO::Fitting model to feature number 637, F665 2024-05-09 09:03:43.227468 INFO::Fitting model to feature number 638, F666 2024-05-09 09:03:43.233232 INFO::Fitting model to feature number 639, F667 2024-05-09 09:03:43.239001 INFO::Fitting model to feature number 640, F668 2024-05-09 09:03:43.244867 INFO::Fitting model to feature number 641, F669 2024-05-09 09:03:43.250697 INFO::Fitting model to feature number 642, F670 2024-05-09 09:03:43.256506 INFO::Fitting model to feature number 643, F671 2024-05-09 09:03:43.262319 INFO::Fitting model to feature number 644, F672 2024-05-09 09:03:43.268127 INFO::Fitting model to feature number 645, F673 2024-05-09 09:03:43.273922 INFO::Fitting model to feature number 646, F674 2024-05-09 09:03:43.279866 INFO::Fitting model to feature number 647, F675 2024-05-09 09:03:43.285752 INFO::Fitting model to feature number 648, F676 2024-05-09 09:03:43.291605 INFO::Fitting model to feature number 649, F677 2024-05-09 09:03:43.29747 INFO::Fitting model to feature number 650, F678 2024-05-09 09:03:43.3034 INFO::Fitting model to feature number 651, F679 2024-05-09 09:03:43.309348 INFO::Fitting model to feature number 652, F680 2024-05-09 09:03:43.315282 INFO::Fitting model to feature number 653, F681 2024-05-09 09:03:43.321163 INFO::Fitting model to feature number 654, F682 2024-05-09 09:03:43.326954 INFO::Fitting model to feature number 655, F683 2024-05-09 09:03:43.332753 INFO::Fitting model to feature number 656, F684 2024-05-09 09:03:43.33848 INFO::Fitting model to feature number 657, F685 2024-05-09 09:03:43.344202 INFO::Fitting model to feature number 658, F686 2024-05-09 09:03:43.349881 INFO::Fitting model to feature number 659, F687 2024-05-09 09:03:43.35551 INFO::Fitting model to feature number 660, F688 2024-05-09 09:03:43.361095 INFO::Fitting model to feature number 661, F689 2024-05-09 09:03:43.366665 INFO::Fitting model to feature number 662, F690 2024-05-09 09:03:43.372242 INFO::Fitting model to feature number 663, F691 2024-05-09 09:03:43.377829 INFO::Fitting model to feature number 664, F692 2024-05-09 09:03:43.38345 INFO::Fitting model to feature number 665, F693 2024-05-09 09:03:43.389051 INFO::Fitting model to feature number 666, F694 2024-05-09 09:03:43.394639 INFO::Fitting model to feature number 667, F695 2024-05-09 09:03:43.400278 INFO::Fitting model to feature number 668, F696 2024-05-09 09:03:43.405906 INFO::Fitting model to feature number 669, F697 2024-05-09 09:03:43.411603 INFO::Fitting model to feature number 670, F698 2024-05-09 09:03:43.417284 INFO::Fitting model to feature number 671, F699 2024-05-09 09:03:43.422904 INFO::Fitting model to feature number 672, F700 2024-05-09 09:03:43.428588 INFO::Fitting model to feature number 673, F701 2024-05-09 09:03:43.434269 INFO::Fitting model to feature number 674, F702 2024-05-09 09:03:43.439943 INFO::Fitting model to feature number 675, F704 2024-05-09 09:03:43.44564 INFO::Fitting model to feature number 676, F705 2024-05-09 09:03:43.4514 INFO::Fitting model to feature number 677, F706 2024-05-09 09:03:43.457194 INFO::Fitting model to feature number 678, F707 2024-05-09 09:03:43.463059 INFO::Fitting model to feature number 679, F708 2024-05-09 09:03:43.468828 INFO::Fitting model to feature number 680, F709 2024-05-09 09:03:43.474592 INFO::Fitting model to feature number 681, F710 2024-05-09 09:03:43.480334 INFO::Fitting model to feature number 682, F711 2024-05-09 09:03:43.486107 INFO::Fitting model to feature number 683, F712 2024-05-09 09:03:43.491959 INFO::Fitting model to feature number 684, F713 2024-05-09 09:03:43.497902 INFO::Fitting model to feature number 685, F714 2024-05-09 09:03:43.503799 INFO::Fitting model to feature number 686, F715 2024-05-09 09:03:43.509665 INFO::Fitting model to feature number 687, F716 2024-05-09 09:03:43.515489 INFO::Fitting model to feature number 688, F717 2024-05-09 09:03:43.521255 INFO::Fitting model to feature number 689, F718 2024-05-09 09:03:43.52707 INFO::Fitting model to feature number 690, F719 2024-05-09 09:03:43.532946 INFO::Fitting model to feature number 691, F720 2024-05-09 09:03:43.538877 INFO::Fitting model to feature number 692, F721 2024-05-09 09:03:43.544834 INFO::Fitting model to feature number 693, F722 2024-05-09 09:03:43.550768 INFO::Fitting model to feature number 694, F723 2024-05-09 09:03:43.556751 INFO::Fitting model to feature number 695, F724 2024-05-09 09:03:43.562662 INFO::Fitting model to feature number 696, F725 2024-05-09 09:03:43.56855 INFO::Fitting model to feature number 697, F726 2024-05-09 09:03:43.574503 INFO::Fitting model to feature number 698, F727 2024-05-09 09:03:43.580482 INFO::Fitting model to feature number 699, F728 2024-05-09 09:03:43.586512 INFO::Fitting model to feature number 700, F729 2024-05-09 09:03:43.592407 INFO::Fitting model to feature number 701, F730 2024-05-09 09:03:43.598347 INFO::Fitting model to feature number 702, F731 2024-05-09 09:03:43.604269 INFO::Fitting model to feature number 703, F732 2024-05-09 09:03:43.610178 INFO::Fitting model to feature number 704, F733 2024-05-09 09:03:43.616132 INFO::Fitting model to feature number 705, F734 2024-05-09 09:03:43.622052 INFO::Fitting model to feature number 706, F735 2024-05-09 09:03:43.627971 INFO::Fitting model to feature number 707, F736 2024-05-09 09:03:43.633902 INFO::Fitting model to feature number 708, F737 2024-05-09 09:03:43.639881 INFO::Fitting model to feature number 709, F739 2024-05-09 09:03:43.645831 INFO::Fitting model to feature number 710, F740 2024-05-09 09:03:43.651788 INFO::Fitting model to feature number 711, F741 2024-05-09 09:03:43.657682 INFO::Fitting model to feature number 712, F742 2024-05-09 09:03:43.663568 INFO::Fitting model to feature number 713, F743 2024-05-09 09:03:43.669426 INFO::Fitting model to feature number 714, F744 2024-05-09 09:03:43.675351 INFO::Fitting model to feature number 715, F745 2024-05-09 09:03:43.681253 INFO::Fitting model to feature number 716, F746 2024-05-09 09:03:43.687135 INFO::Fitting model to feature number 717, F747 2024-05-09 09:03:43.693024 INFO::Fitting model to feature number 718, F748 2024-05-09 09:03:43.698937 INFO::Fitting model to feature number 719, F749 2024-05-09 09:03:43.704877 INFO::Fitting model to feature number 720, F750 2024-05-09 09:03:43.71076 INFO::Fitting model to feature number 721, F751 2024-05-09 09:03:43.716701 INFO::Fitting model to feature number 722, F752 2024-05-09 09:03:43.722617 INFO::Fitting model to feature number 723, F753 2024-05-09 09:03:43.728535 INFO::Fitting model to feature number 724, F754 2024-05-09 09:03:43.734511 INFO::Fitting model to feature number 725, F755 2024-05-09 09:03:43.740486 INFO::Fitting model to feature number 726, F756 2024-05-09 09:03:43.746463 INFO::Fitting model to feature number 727, F757 2024-05-09 09:03:43.752422 INFO::Fitting model to feature number 728, F758 2024-05-09 09:03:43.75833 INFO::Fitting model to feature number 729, F759 2024-05-09 09:03:43.764251 INFO::Fitting model to feature number 730, F760 2024-05-09 09:03:43.77015 INFO::Fitting model to feature number 731, F761 2024-05-09 09:03:43.776089 INFO::Fitting model to feature number 732, F762 2024-05-09 09:03:43.782021 INFO::Fitting model to feature number 733, F763 2024-05-09 09:03:43.787948 INFO::Fitting model to feature number 734, F764 2024-05-09 09:03:43.793894 INFO::Fitting model to feature number 735, F765 2024-05-09 09:03:43.799821 INFO::Fitting model to feature number 736, F766 2024-05-09 09:03:43.805762 INFO::Fitting model to feature number 737, F767 2024-05-09 09:03:43.811831 INFO::Fitting model to feature number 738, F768 2024-05-09 09:03:43.81814 INFO::Fitting model to feature number 739, F769 2024-05-09 09:03:43.824494 INFO::Fitting model to feature number 740, F770 2024-05-09 09:03:43.830818 INFO::Fitting model to feature number 741, F771 2024-05-09 09:03:43.837184 INFO::Fitting model to feature number 742, F772 2024-05-09 09:03:43.8436 INFO::Fitting model to feature number 743, F773 2024-05-09 09:03:43.850068 INFO::Fitting model to feature number 744, F774 2024-05-09 09:03:43.85652 INFO::Fitting model to feature number 745, F775 2024-05-09 09:03:43.862878 INFO::Fitting model to feature number 746, F776 2024-05-09 09:03:43.869146 INFO::Fitting model to feature number 747, F777 2024-05-09 09:03:43.875395 INFO::Fitting model to feature number 748, F778 2024-05-09 09:03:43.881634 INFO::Fitting model to feature number 749, F779 2024-05-09 09:03:43.887779 INFO::Fitting model to feature number 750, F780 2024-05-09 09:03:43.893982 INFO::Fitting model to feature number 751, F781 2024-05-09 09:03:43.900191 INFO::Fitting model to feature number 752, F782 2024-05-09 09:03:43.90643 INFO::Fitting model to feature number 753, F783 2024-05-09 09:03:43.912678 INFO::Fitting model to feature number 754, F784 2024-05-09 09:03:43.918507 INFO::Fitting model to feature number 755, F785 2024-05-09 09:03:43.924251 INFO::Fitting model to feature number 756, F786 2024-05-09 09:03:43.930006 INFO::Fitting model to feature number 757, F787 2024-05-09 09:03:43.935901 INFO::Fitting model to feature number 758, F788 2024-05-09 09:03:43.941819 INFO::Fitting model to feature number 759, F789 2024-05-09 09:03:43.947776 INFO::Fitting model to feature number 760, F790 2024-05-09 09:03:43.953684 INFO::Fitting model to feature number 761, F791 2024-05-09 09:03:43.959628 INFO::Fitting model to feature number 762, F792 2024-05-09 09:03:43.965569 INFO::Fitting model to feature number 763, F793 2024-05-09 09:03:43.971491 INFO::Fitting model to feature number 764, F794 2024-05-09 09:03:43.977422 INFO::Fitting model to feature number 765, F795 2024-05-09 09:03:43.983341 INFO::Fitting model to feature number 766, F796 2024-05-09 09:03:43.98924 INFO::Fitting model to feature number 767, F797 2024-05-09 09:03:43.995018 INFO::Fitting model to feature number 768, F798 2024-05-09 09:03:44.000856 INFO::Fitting model to feature number 769, F799 2024-05-09 09:03:44.006601 INFO::Fitting model to feature number 770, F800 2024-05-09 09:03:44.012339 INFO::Fitting model to feature number 771, F801 2024-05-09 09:03:44.018057 INFO::Fitting model to feature number 772, F802 2024-05-09 09:03:44.023817 INFO::Fitting model to feature number 773, F803 2024-05-09 09:03:44.029607 INFO::Fitting model to feature number 774, F804 2024-05-09 09:03:44.035359 INFO::Fitting model to feature number 775, F805 2024-05-09 09:03:44.041105 INFO::Fitting model to feature number 776, F806 2024-05-09 09:03:44.04684 INFO::Fitting model to feature number 777, F808 2024-05-09 09:03:44.052578 INFO::Fitting model to feature number 778, F809 2024-05-09 09:03:44.058286 INFO::Fitting model to feature number 779, F810 2024-05-09 09:03:44.064025 INFO::Fitting model to feature number 780, F811 2024-05-09 09:03:44.069769 INFO::Fitting model to feature number 781, F812 2024-05-09 09:03:44.075492 INFO::Fitting model to feature number 782, F813 2024-05-09 09:03:44.081134 INFO::Fitting model to feature number 783, F814 2024-05-09 09:03:44.086793 INFO::Fitting model to feature number 784, F815 2024-05-09 09:03:44.092483 INFO::Fitting model to feature number 785, F816 2024-05-09 09:03:44.098216 INFO::Fitting model to feature number 786, F817 2024-05-09 09:03:44.10392 INFO::Fitting model to feature number 787, F818 2024-05-09 09:03:44.109604 INFO::Fitting model to feature number 788, F819 2024-05-09 09:03:44.115323 INFO::Fitting model to feature number 789, F820 2024-05-09 09:03:44.121024 INFO::Fitting model to feature number 790, F821 2024-05-09 09:03:44.126715 INFO::Fitting model to feature number 791, F822 2024-05-09 09:03:44.132428 INFO::Fitting model to feature number 792, F823 2024-05-09 09:03:44.138147 INFO::Fitting model to feature number 793, F824 2024-05-09 09:03:44.143868 INFO::Fitting model to feature number 794, F825 2024-05-09 09:03:44.149608 INFO::Fitting model to feature number 795, F826 2024-05-09 09:03:44.155325 INFO::Fitting model to feature number 796, F827 2024-05-09 09:03:44.161083 INFO::Fitting model to feature number 797, F828 2024-05-09 09:03:44.166778 INFO::Fitting model to feature number 798, F829 2024-05-09 09:03:44.172492 INFO::Fitting model to feature number 799, F830 2024-05-09 09:03:44.178226 INFO::Fitting model to feature number 800, F831 2024-05-09 09:03:44.183932 INFO::Fitting model to feature number 801, F832 2024-05-09 09:03:44.189634 INFO::Fitting model to feature number 802, F833 2024-05-09 09:03:44.195374 INFO::Fitting model to feature number 803, F834 2024-05-09 09:03:44.201129 INFO::Fitting model to feature number 804, F835 2024-05-09 09:03:44.206814 INFO::Fitting model to feature number 805, F836 2024-05-09 09:03:44.212561 INFO::Fitting model to feature number 806, F837 2024-05-09 09:03:44.2183 INFO::Fitting model to feature number 807, F838 2024-05-09 09:03:44.224057 INFO::Fitting model to feature number 808, F839 2024-05-09 09:03:44.229791 INFO::Fitting model to feature number 809, F840 2024-05-09 09:03:44.235584 INFO::Fitting model to feature number 810, F841 2024-05-09 09:03:44.241372 INFO::Fitting model to feature number 811, F842 2024-05-09 09:03:44.247195 INFO::Fitting model to feature number 812, F843 2024-05-09 09:03:44.253063 INFO::Fitting model to feature number 813, F844 2024-05-09 09:03:44.258877 INFO::Fitting model to feature number 814, F845 2024-05-09 09:03:44.264704 INFO::Fitting model to feature number 815, F846 2024-05-09 09:03:44.270555 INFO::Fitting model to feature number 816, F847 2024-05-09 09:03:44.27643 INFO::Fitting model to feature number 817, F848 2024-05-09 09:03:44.282405 INFO::Fitting model to feature number 818, F849 2024-05-09 09:03:44.288347 INFO::Fitting model to feature number 819, F850 2024-05-09 09:03:44.29422 INFO::Fitting model to feature number 820, F851 2024-05-09 09:03:44.300053 INFO::Fitting model to feature number 821, F852 2024-05-09 09:03:44.305873 INFO::Fitting model to feature number 822, F853 2024-05-09 09:03:44.31172 INFO::Fitting model to feature number 823, F854 2024-05-09 09:03:44.317597 INFO::Fitting model to feature number 824, F855 2024-05-09 09:03:44.323451 INFO::Fitting model to feature number 825, F856 2024-05-09 09:03:44.329323 INFO::Fitting model to feature number 826, F857 2024-05-09 09:03:44.335195 INFO::Fitting model to feature number 827, F858 2024-05-09 09:03:44.341084 INFO::Fitting model to feature number 828, F859 2024-05-09 09:03:44.347068 INFO::Fitting model to feature number 829, F860 2024-05-09 09:03:44.352998 INFO::Fitting model to feature number 830, F861 2024-05-09 09:03:44.358903 INFO::Fitting model to feature number 831, F862 2024-05-09 09:03:44.364798 INFO::Fitting model to feature number 832, F863 2024-05-09 09:03:44.370589 INFO::Fitting model to feature number 833, F864 2024-05-09 09:03:44.376424 INFO::Fitting model to feature number 834, F865 2024-05-09 09:03:44.382351 INFO::Fitting model to feature number 835, F866 2024-05-09 09:03:44.388371 INFO::Fitting model to feature number 836, F867 2024-05-09 09:03:44.394396 INFO::Fitting model to feature number 837, F868 2024-05-09 09:03:44.400594 INFO::Fitting model to feature number 838, F869 2024-05-09 09:03:44.406765 INFO::Fitting model to feature number 839, F870 2024-05-09 09:03:44.41285 INFO::Fitting model to feature number 840, F871 2024-05-09 09:03:44.418829 INFO::Fitting model to feature number 841, F872 2024-05-09 09:03:44.424852 INFO::Fitting model to feature number 842, F873 2024-05-09 09:03:44.430812 INFO::Fitting model to feature number 843, F874 2024-05-09 09:03:44.436815 INFO::Fitting model to feature number 844, F875 2024-05-09 09:03:44.442776 INFO::Fitting model to feature number 845, F876 2024-05-09 09:03:44.448746 INFO::Fitting model to feature number 846, F877 2024-05-09 09:03:44.454678 INFO::Fitting model to feature number 847, F878 2024-05-09 09:03:44.460633 INFO::Fitting model to feature number 848, F879 2024-05-09 09:03:44.466569 INFO::Fitting model to feature number 849, F880 2024-05-09 09:03:44.472519 INFO::Fitting model to feature number 850, F881 2024-05-09 09:03:44.47845 INFO::Fitting model to feature number 851, F882 2024-05-09 09:03:44.484355 INFO::Fitting model to feature number 852, F883 2024-05-09 09:03:44.490287 INFO::Fitting model to feature number 853, F884 2024-05-09 09:03:44.496264 INFO::Fitting model to feature number 854, F885 2024-05-09 09:03:44.502235 INFO::Fitting model to feature number 855, F886 2024-05-09 09:03:44.508168 INFO::Fitting model to feature number 856, F887 2024-05-09 09:03:44.514128 INFO::Fitting model to feature number 857, F888 2024-05-09 09:03:44.520079 INFO::Fitting model to feature number 858, F889 2024-05-09 09:03:44.526097 INFO::Fitting model to feature number 859, F890 2024-05-09 09:03:44.532082 INFO::Fitting model to feature number 860, F891 2024-05-09 09:03:44.538128 INFO::Fitting model to feature number 861, F892 2024-05-09 09:03:44.544182 INFO::Fitting model to feature number 862, F893 2024-05-09 09:03:44.550265 INFO::Fitting model to feature number 863, F894 2024-05-09 09:03:44.556406 INFO::Fitting model to feature number 864, F895 2024-05-09 09:03:44.562536 INFO::Fitting model to feature number 865, F896 2024-05-09 09:03:44.568661 INFO::Fitting model to feature number 866, F897 2024-05-09 09:03:44.57475 INFO::Fitting model to feature number 867, F898 2024-05-09 09:03:44.580825 INFO::Fitting model to feature number 868, F899 2024-05-09 09:03:44.586903 INFO::Fitting model to feature number 869, F900 2024-05-09 09:03:44.872003 INFO::Counting total values for each feature 2024-05-09 09:03:45.045304 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-05-09 09:03:45.168692 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-05-09 09:03:45.295395 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-05-09 09:03:45.419692 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-05-09 09:03:45.422085 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-05-09 09:03:45.465203 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-05-09 09:03:45.467538 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-05-09 09:03:45.505468 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-05-09 09:03:45.525566 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" 2024-05-09 09:04:57.004954 INFO::Writing function arguments to log file 2024-05-09 09:04:57.014222 INFO::Verifying options selected are valid 2024-05-09 09:04:57.0156 INFO::Determining format of input files 2024-05-09 09:04:57.016995 INFO::Input format is data samples as columns and metadata samples as rows 2024-05-09 09:04:57.044192 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2024-05-09 09:04:57.046432 INFO::Filter data based on min abundance and min prevalence 2024-05-09 09:04:57.047851 INFO::Total samples in data: 102 2024-05-09 09:04:57.04916 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2024-05-09 09:04:57.072869 INFO::Total filtered features: 0 2024-05-09 09:04:57.074501 INFO::Filtered feature names from abundance and prevalence filtering: 2024-05-09 09:04:57.11918 INFO::Total filtered features with variance filtering: 0 2024-05-09 09:04:57.120799 INFO::Filtered feature names from variance filtering: 2024-05-09 09:04:57.122007 INFO::Running selected normalization method: NONE 2024-05-09 09:04:57.123191 INFO::Applying z-score to standardize continuous metadata 2024-05-09 09:04:57.130304 INFO::Running selected transform method: NONE 2024-05-09 09:04:57.131748 INFO::Running selected analysis method: LM 2024-05-09 09:04:57.133117 INFO::Fitting model to feature number 1, F1 2024-05-09 09:04:57.138909 INFO::Fitting model to feature number 2, F2 2024-05-09 09:04:57.144756 INFO::Fitting model to feature number 3, F3 2024-05-09 09:04:57.150553 INFO::Fitting model to feature number 4, F4 2024-05-09 09:04:57.156321 INFO::Fitting model to feature number 5, F5 2024-05-09 09:04:57.162082 INFO::Fitting model to feature number 6, F6 2024-05-09 09:04:57.167822 INFO::Fitting model to feature number 7, F7 2024-05-09 09:04:57.17353 INFO::Fitting model to feature number 8, F8 2024-05-09 09:04:57.179253 INFO::Fitting model to feature number 9, F9 2024-05-09 09:04:57.184996 INFO::Fitting model to feature number 10, F10 2024-05-09 09:04:57.190718 INFO::Fitting model to feature number 11, F11 2024-05-09 09:04:57.196443 INFO::Fitting model to feature number 12, F12 2024-05-09 09:04:57.202193 INFO::Fitting model to feature number 13, F13 2024-05-09 09:04:57.207937 INFO::Fitting model to feature number 14, F14 2024-05-09 09:04:57.213576 INFO::Fitting model to feature number 15, F15 2024-05-09 09:04:57.21994 INFO::Fitting model to feature number 16, F16 2024-05-09 09:04:57.225697 INFO::Fitting model to feature number 17, F17 2024-05-09 09:04:57.231255 INFO::Fitting model to feature number 18, F18 2024-05-09 09:04:57.236783 INFO::Fitting model to feature number 19, F19 2024-05-09 09:04:57.242269 INFO::Fitting model to feature number 20, F20 2024-05-09 09:04:57.247717 INFO::Fitting model to feature number 21, F21 2024-05-09 09:04:57.253143 INFO::Fitting model to feature number 22, F22 2024-05-09 09:04:57.258553 INFO::Fitting model to feature number 23, F23 2024-05-09 09:04:57.264 INFO::Fitting model to feature number 24, F24 2024-05-09 09:04:57.269428 INFO::Fitting model to feature number 25, F25 2024-05-09 09:04:57.274772 INFO::Fitting model to feature number 26, F26 2024-05-09 09:04:57.280129 INFO::Fitting model to feature number 27, F27 2024-05-09 09:04:57.28549 INFO::Fitting model to feature number 28, F28 2024-05-09 09:04:57.290908 INFO::Fitting model to feature number 29, F29 2024-05-09 09:04:57.29657 INFO::Fitting model to feature number 30, F30 2024-05-09 09:04:57.302194 INFO::Fitting model to feature number 31, F31 2024-05-09 09:04:57.307798 INFO::Fitting model to feature number 32, F32 2024-05-09 09:04:57.313195 INFO::Fitting model to feature number 33, F33 2024-05-09 09:04:57.318568 INFO::Fitting model to feature number 34, F34 2024-05-09 09:04:57.324028 INFO::Fitting model to feature number 35, F35 2024-05-09 09:04:57.329485 INFO::Fitting model to feature number 36, F36 2024-05-09 09:04:57.334978 INFO::Fitting model to feature number 37, F37 2024-05-09 09:04:57.34057 INFO::Fitting model to feature number 38, F38 2024-05-09 09:04:57.346114 INFO::Fitting model to feature number 39, F39 2024-05-09 09:04:57.351669 INFO::Fitting model to feature number 40, F40 2024-05-09 09:04:57.357157 INFO::Fitting model to feature number 41, F41 2024-05-09 09:04:57.362655 INFO::Fitting model to feature number 42, F43 2024-05-09 09:04:57.368206 INFO::Fitting model to feature number 43, F44 2024-05-09 09:04:57.373753 INFO::Fitting model to feature number 44, F45 2024-05-09 09:04:57.379419 INFO::Fitting model to feature number 45, F46 2024-05-09 09:04:57.385181 INFO::Fitting model to feature number 46, F47 2024-05-09 09:04:57.390755 INFO::Fitting model to feature number 47, F48 2024-05-09 09:04:57.396336 INFO::Fitting model to feature number 48, F49 2024-05-09 09:04:57.401908 INFO::Fitting model to feature number 49, F50 2024-05-09 09:04:57.407552 INFO::Fitting model to feature number 50, F51 2024-05-09 09:04:57.413302 INFO::Fitting model to feature number 51, F52 2024-05-09 09:04:57.419769 INFO::Fitting model to feature number 52, F53 2024-05-09 09:04:57.426105 INFO::Fitting model to feature number 53, F54 2024-05-09 09:04:57.432154 INFO::Fitting model to feature number 54, F55 2024-05-09 09:04:57.438192 INFO::Fitting model to feature number 55, F56 2024-05-09 09:04:57.443924 INFO::Fitting model to feature number 56, F57 2024-05-09 09:04:57.449659 INFO::Fitting model to feature number 57, F58 2024-05-09 09:04:57.455339 INFO::Fitting model to feature number 58, F59 2024-05-09 09:04:57.460992 INFO::Fitting model to feature number 59, F60 2024-05-09 09:04:57.466739 INFO::Fitting model to feature number 60, F63 2024-05-09 09:04:57.47234 INFO::Fitting model to feature number 61, F64 2024-05-09 09:04:57.47791 INFO::Fitting model to feature number 62, F65 2024-05-09 09:04:57.483529 INFO::Fitting model to feature number 63, F66 2024-05-09 09:04:57.489123 INFO::Fitting model to feature number 64, F67 2024-05-09 09:04:57.49481 INFO::Fitting model to feature number 65, F68 2024-05-09 09:04:57.500474 INFO::Fitting model to feature number 66, F69 2024-05-09 09:04:57.50608 INFO::Fitting model to feature number 67, F70 2024-05-09 09:04:57.511653 INFO::Fitting model to feature number 68, F71 2024-05-09 09:04:57.517107 INFO::Fitting model to feature number 69, F72 2024-05-09 09:04:57.522542 INFO::Fitting model to feature number 70, F73 2024-05-09 09:04:57.528099 INFO::Fitting model to feature number 71, F74 2024-05-09 09:04:57.533592 INFO::Fitting model to feature number 72, F76 2024-05-09 09:04:57.538973 INFO::Fitting model to feature number 73, F77 2024-05-09 09:04:57.544423 INFO::Fitting model to feature number 74, F78 2024-05-09 09:04:57.549869 INFO::Fitting model to feature number 75, F79 2024-05-09 09:04:57.555291 INFO::Fitting model to feature number 76, F80 2024-05-09 09:04:57.560771 INFO::Fitting model to feature number 77, F81 2024-05-09 09:04:57.566284 INFO::Fitting model to feature number 78, F82 2024-05-09 09:04:57.571874 INFO::Fitting model to feature number 79, F83 2024-05-09 09:04:57.577484 INFO::Fitting model to feature number 80, F84 2024-05-09 09:04:57.583015 INFO::Fitting model to feature number 81, F85 2024-05-09 09:04:57.588502 INFO::Fitting model to feature number 82, F86 2024-05-09 09:04:57.593983 INFO::Fitting model to feature number 83, F87 2024-05-09 09:04:57.599344 INFO::Fitting model to feature number 84, F88 2024-05-09 09:04:57.604669 INFO::Fitting model to feature number 85, F89 2024-05-09 09:04:57.610011 INFO::Fitting model to feature number 86, F90 2024-05-09 09:04:57.615407 INFO::Fitting model to feature number 87, F91 2024-05-09 09:04:57.620989 INFO::Fitting model to feature number 88, F92 2024-05-09 09:04:57.626817 INFO::Fitting model to feature number 89, F93 2024-05-09 09:04:57.632192 INFO::Fitting model to feature number 90, F94 2024-05-09 09:04:57.637583 INFO::Fitting model to feature number 91, F95 2024-05-09 09:04:57.642902 INFO::Fitting model to feature number 92, F96 2024-05-09 09:04:57.648294 INFO::Fitting model to feature number 93, F97 2024-05-09 09:04:57.653739 INFO::Fitting model to feature number 94, F98 2024-05-09 09:04:57.659127 INFO::Fitting model to feature number 95, F99 2024-05-09 09:04:57.664486 INFO::Fitting model to feature number 96, F100 2024-05-09 09:04:57.669873 INFO::Fitting model to feature number 97, F101 2024-05-09 09:04:57.675217 INFO::Fitting model to feature number 98, F102 2024-05-09 09:04:57.680604 INFO::Fitting model to feature number 99, F103 2024-05-09 09:04:57.685998 INFO::Fitting model to feature number 100, F104 2024-05-09 09:04:57.691511 INFO::Fitting model to feature number 101, F105 2024-05-09 09:04:57.697041 INFO::Fitting model to feature number 102, F106 2024-05-09 09:04:57.702454 INFO::Fitting model to feature number 103, F107 2024-05-09 09:04:57.707946 INFO::Fitting model to feature number 104, F108 2024-05-09 09:04:57.713477 INFO::Fitting model to feature number 105, F109 2024-05-09 09:04:57.718931 INFO::Fitting model to feature number 106, F110 2024-05-09 09:04:57.724432 INFO::Fitting model to feature number 107, F111 2024-05-09 09:04:57.730057 INFO::Fitting model to feature number 108, F112 2024-05-09 09:04:57.735617 INFO::Fitting model to feature number 109, F113 2024-05-09 09:04:57.74115 INFO::Fitting model to feature number 110, F114 2024-05-09 09:04:57.746604 INFO::Fitting model to feature number 111, F115 2024-05-09 09:04:57.752055 INFO::Fitting model to feature number 112, F117 2024-05-09 09:04:57.757503 INFO::Fitting model to feature number 113, F118 2024-05-09 09:04:57.76296 INFO::Fitting model to feature number 114, F119 2024-05-09 09:04:57.768764 INFO::Fitting model to feature number 115, F120 2024-05-09 09:04:57.774548 INFO::Fitting model to feature number 116, F121 2024-05-09 09:04:57.780375 INFO::Fitting model to feature number 117, F122 2024-05-09 09:04:57.786089 INFO::Fitting model to feature number 118, F123 2024-05-09 09:04:57.791733 INFO::Fitting model to feature number 119, F124 2024-05-09 09:04:57.797338 INFO::Fitting model to feature number 120, F125 2024-05-09 09:04:57.802918 INFO::Fitting model to feature number 121, F126 2024-05-09 09:04:57.808551 INFO::Fitting model to feature number 122, F127 2024-05-09 09:04:57.814206 INFO::Fitting model to feature number 123, F128 2024-05-09 09:04:57.819991 INFO::Fitting model to feature number 124, F129 2024-05-09 09:04:57.826601 INFO::Fitting model to feature number 125, F130 2024-05-09 09:04:57.83224 INFO::Fitting model to feature number 126, F131 2024-05-09 09:04:57.837801 INFO::Fitting model to feature number 127, F132 2024-05-09 09:04:57.843324 INFO::Fitting model to feature number 128, F133 2024-05-09 09:04:57.848845 INFO::Fitting model to feature number 129, F134 2024-05-09 09:04:57.854366 INFO::Fitting model to feature number 130, F135 2024-05-09 09:04:57.860008 INFO::Fitting model to feature number 131, F136 2024-05-09 09:04:57.865622 INFO::Fitting model to feature number 132, F137 2024-05-09 09:04:57.871153 INFO::Fitting model to feature number 133, F138 2024-05-09 09:04:57.876681 INFO::Fitting model to feature number 134, F139 2024-05-09 09:04:57.882202 INFO::Fitting model to feature number 135, F140 2024-05-09 09:04:57.887823 INFO::Fitting model to feature number 136, F141 2024-05-09 09:04:57.893525 INFO::Fitting model to feature number 137, F142 2024-05-09 09:04:57.89917 INFO::Fitting model to feature number 138, F143 2024-05-09 09:04:57.904879 INFO::Fitting model to feature number 139, F144 2024-05-09 09:04:57.91049 INFO::Fitting model to feature number 140, F145 2024-05-09 09:04:57.916104 INFO::Fitting model to feature number 141, F146 2024-05-09 09:04:57.921578 INFO::Fitting model to feature number 142, F147 2024-05-09 09:04:57.927016 INFO::Fitting model to feature number 143, F148 2024-05-09 09:04:57.932477 INFO::Fitting model to feature number 144, F149 2024-05-09 09:04:57.937927 INFO::Fitting model to feature number 145, F150 2024-05-09 09:04:57.943364 INFO::Fitting model to feature number 146, F152 2024-05-09 09:04:57.948749 INFO::Fitting model to feature number 147, F153 2024-05-09 09:04:57.954208 INFO::Fitting model to feature number 148, F154 2024-05-09 09:04:57.959909 INFO::Fitting model to feature number 149, F155 2024-05-09 09:04:57.965572 INFO::Fitting model to feature number 150, F156 2024-05-09 09:04:57.971032 INFO::Fitting model to feature number 151, F157 2024-05-09 09:04:57.976531 INFO::Fitting model to feature number 152, F158 2024-05-09 09:04:57.982095 INFO::Fitting model to feature number 153, F159 2024-05-09 09:04:57.987633 INFO::Fitting model to feature number 154, F160 2024-05-09 09:04:57.993156 INFO::Fitting model to feature number 155, F161 2024-05-09 09:04:57.998633 INFO::Fitting model to feature number 156, F162 2024-05-09 09:04:58.004072 INFO::Fitting model to feature number 157, F163 2024-05-09 09:04:58.009538 INFO::Fitting model to feature number 158, F164 2024-05-09 09:04:58.014992 INFO::Fitting model to feature number 159, F165 2024-05-09 09:04:58.020483 INFO::Fitting model to feature number 160, F166 2024-05-09 09:04:58.026137 INFO::Fitting model to feature number 161, F167 2024-05-09 09:04:58.031904 INFO::Fitting model to feature number 162, F168 2024-05-09 09:04:58.038352 INFO::Fitting model to feature number 163, F169 2024-05-09 09:04:58.043841 INFO::Fitting model to feature number 164, F170 2024-05-09 09:04:58.049508 INFO::Fitting model to feature number 165, F171 2024-05-09 09:04:58.055205 INFO::Fitting model to feature number 166, F172 2024-05-09 09:04:58.060869 INFO::Fitting model to feature number 167, F173 2024-05-09 09:04:58.066509 INFO::Fitting model to feature number 168, F174 2024-05-09 09:04:58.072188 INFO::Fitting model to feature number 169, F175 2024-05-09 09:04:58.077822 INFO::Fitting model to feature number 170, F176 2024-05-09 09:04:58.083491 INFO::Fitting model to feature number 171, F177 2024-05-09 09:04:58.089091 INFO::Fitting model to feature number 172, F178 2024-05-09 09:04:58.094727 INFO::Fitting model to feature number 173, F179 2024-05-09 09:04:58.100298 INFO::Fitting model to feature number 174, F180 2024-05-09 09:04:58.105902 INFO::Fitting model to feature number 175, F181 2024-05-09 09:04:58.111583 INFO::Fitting model to feature number 176, F182 2024-05-09 09:04:58.117246 INFO::Fitting model to feature number 177, F183 2024-05-09 09:04:58.123084 INFO::Fitting model to feature number 178, F184 2024-05-09 09:04:58.128689 INFO::Fitting model to feature number 179, F185 2024-05-09 09:04:58.134242 INFO::Fitting model to feature number 180, F186 2024-05-09 09:04:58.139822 INFO::Fitting model to feature number 181, F187 2024-05-09 09:04:58.145387 INFO::Fitting model to feature number 182, F188 2024-05-09 09:04:58.150892 INFO::Fitting model to feature number 183, F189 2024-05-09 09:04:58.156377 INFO::Fitting model to feature number 184, F190 2024-05-09 09:04:58.161861 INFO::Fitting model to feature number 185, F191 2024-05-09 09:04:58.16739 INFO::Fitting model to feature number 186, F192 2024-05-09 09:04:58.173193 INFO::Fitting model to feature number 187, F193 2024-05-09 09:04:58.179034 INFO::Fitting model to feature number 188, F194 2024-05-09 09:04:58.184859 INFO::Fitting model to feature number 189, F195 2024-05-09 09:04:58.190476 INFO::Fitting model to feature number 190, F196 2024-05-09 09:04:58.196007 INFO::Fitting model to feature number 191, F197 2024-05-09 09:04:58.201534 INFO::Fitting model to feature number 192, F198 2024-05-09 09:04:58.207159 INFO::Fitting model to feature number 193, F199 2024-05-09 09:04:58.212698 INFO::Fitting model to feature number 194, F200 2024-05-09 09:04:58.218218 INFO::Fitting model to feature number 195, F201 2024-05-09 09:04:58.22373 INFO::Fitting model to feature number 196, F202 2024-05-09 09:04:58.229263 INFO::Fitting model to feature number 197, F203 2024-05-09 09:04:58.235799 INFO::Fitting model to feature number 198, F204 2024-05-09 09:04:58.241473 INFO::Fitting model to feature number 199, F206 2024-05-09 09:04:58.24702 INFO::Fitting model to feature number 200, F207 2024-05-09 09:04:58.252505 INFO::Fitting model to feature number 201, F208 2024-05-09 09:04:58.25801 INFO::Fitting model to feature number 202, F209 2024-05-09 09:04:58.263685 INFO::Fitting model to feature number 203, F210 2024-05-09 09:04:58.269331 INFO::Fitting model to feature number 204, F211 2024-05-09 09:04:58.274817 INFO::Fitting model to feature number 205, F212 2024-05-09 09:04:58.280252 INFO::Fitting model to feature number 206, F213 2024-05-09 09:04:58.285668 INFO::Fitting model to feature number 207, F214 2024-05-09 09:04:58.291097 INFO::Fitting model to feature number 208, F215 2024-05-09 09:04:58.296596 INFO::Fitting model to feature number 209, F216 2024-05-09 09:04:58.302106 INFO::Fitting model to feature number 210, F217 2024-05-09 09:04:58.307642 INFO::Fitting model to feature number 211, F218 2024-05-09 09:04:58.313166 INFO::Fitting model to feature number 212, F219 2024-05-09 09:04:58.318626 INFO::Fitting model to feature number 213, F220 2024-05-09 09:04:58.324089 INFO::Fitting model to feature number 214, F221 2024-05-09 09:04:58.329755 INFO::Fitting model to feature number 215, F222 2024-05-09 09:04:58.335557 INFO::Fitting model to feature number 216, F223 2024-05-09 09:04:58.341264 INFO::Fitting model to feature number 217, F224 2024-05-09 09:04:58.346971 INFO::Fitting model to feature number 218, F225 2024-05-09 09:04:58.352926 INFO::Fitting model to feature number 219, F226 2024-05-09 09:04:58.358737 INFO::Fitting model to feature number 220, F227 2024-05-09 09:04:58.36454 INFO::Fitting model to feature number 221, F228 2024-05-09 09:04:58.370317 INFO::Fitting model to feature number 222, F229 2024-05-09 09:04:58.376115 INFO::Fitting model to feature number 223, F230 2024-05-09 09:04:58.381993 INFO::Fitting model to feature number 224, F231 2024-05-09 09:04:58.387808 INFO::Fitting model to feature number 225, F232 2024-05-09 09:04:58.393627 INFO::Fitting model to feature number 226, F233 2024-05-09 09:04:58.399391 INFO::Fitting model to feature number 227, F234 2024-05-09 09:04:58.405257 INFO::Fitting model to feature number 228, F235 2024-05-09 09:04:58.411096 INFO::Fitting model to feature number 229, F236 2024-05-09 09:04:58.417003 INFO::Fitting model to feature number 230, F237 2024-05-09 09:04:58.422853 INFO::Fitting model to feature number 231, F238 2024-05-09 09:04:58.42879 INFO::Fitting model to feature number 232, F239 2024-05-09 09:04:58.434664 INFO::Fitting model to feature number 233, F240 2024-05-09 09:04:58.441632 INFO::Fitting model to feature number 234, F241 2024-05-09 09:04:58.44771 INFO::Fitting model to feature number 235, F242 2024-05-09 09:04:58.453816 INFO::Fitting model to feature number 236, F243 2024-05-09 09:04:58.459913 INFO::Fitting model to feature number 237, F244 2024-05-09 09:04:58.466039 INFO::Fitting model to feature number 238, F245 2024-05-09 09:04:58.47225 INFO::Fitting model to feature number 239, F246 2024-05-09 09:04:58.478389 INFO::Fitting model to feature number 240, F247 2024-05-09 09:04:58.484479 INFO::Fitting model to feature number 241, F248 2024-05-09 09:04:58.490601 INFO::Fitting model to feature number 242, F249 2024-05-09 09:04:58.496628 INFO::Fitting model to feature number 243, F250 2024-05-09 09:04:58.502443 INFO::Fitting model to feature number 244, F252 2024-05-09 09:04:58.508332 INFO::Fitting model to feature number 245, F253 2024-05-09 09:04:58.514162 INFO::Fitting model to feature number 246, F254 2024-05-09 09:04:58.519923 INFO::Fitting model to feature number 247, F255 2024-05-09 09:04:58.525644 INFO::Fitting model to feature number 248, F256 2024-05-09 09:04:58.531365 INFO::Fitting model to feature number 249, F257 2024-05-09 09:04:58.537249 INFO::Fitting model to feature number 250, F259 2024-05-09 09:04:58.543127 INFO::Fitting model to feature number 251, F260 2024-05-09 09:04:58.548883 INFO::Fitting model to feature number 252, F261 2024-05-09 09:04:58.554705 INFO::Fitting model to feature number 253, F262 2024-05-09 09:04:58.560564 INFO::Fitting model to feature number 254, F263 2024-05-09 09:04:58.566311 INFO::Fitting model to feature number 255, F264 2024-05-09 09:04:58.572076 INFO::Fitting model to feature number 256, F265 2024-05-09 09:04:58.577806 INFO::Fitting model to feature number 257, F266 2024-05-09 09:04:58.583566 INFO::Fitting model to feature number 258, F267 2024-05-09 09:04:58.589383 INFO::Fitting model to feature number 259, F269 2024-05-09 09:04:58.59524 INFO::Fitting model to feature number 260, F270 2024-05-09 09:04:58.601074 INFO::Fitting model to feature number 261, F271 2024-05-09 09:04:58.606791 INFO::Fitting model to feature number 262, F272 2024-05-09 09:04:58.61264 INFO::Fitting model to feature number 263, F273 2024-05-09 09:04:58.618554 INFO::Fitting model to feature number 264, F274 2024-05-09 09:04:58.624555 INFO::Fitting model to feature number 265, F276 2024-05-09 09:04:58.63045 INFO::Fitting model to feature number 266, F277 2024-05-09 09:04:58.636344 INFO::Fitting model to feature number 267, F278 2024-05-09 09:04:58.643326 INFO::Fitting model to feature number 268, F279 2024-05-09 09:04:58.649333 INFO::Fitting model to feature number 269, F280 2024-05-09 09:04:58.690307 INFO::Fitting model to feature number 270, F281 2024-05-09 09:04:58.697452 INFO::Fitting model to feature number 271, F282 2024-05-09 09:04:58.703784 INFO::Fitting model to feature number 272, F283 2024-05-09 09:04:58.71015 INFO::Fitting model to feature number 273, F284 2024-05-09 09:04:58.716441 INFO::Fitting model to feature number 274, F285 2024-05-09 09:04:58.722744 INFO::Fitting model to feature number 275, F286 2024-05-09 09:04:58.728897 INFO::Fitting model to feature number 276, F287 2024-05-09 09:04:58.73494 INFO::Fitting model to feature number 277, F288 2024-05-09 09:04:58.741074 INFO::Fitting model to feature number 278, F289 2024-05-09 09:04:58.747156 INFO::Fitting model to feature number 279, F290 2024-05-09 09:04:58.753176 INFO::Fitting model to feature number 280, F292 2024-05-09 09:04:58.759165 INFO::Fitting model to feature number 281, F293 2024-05-09 09:04:58.765149 INFO::Fitting model to feature number 282, F294 2024-05-09 09:04:58.771126 INFO::Fitting model to feature number 283, F295 2024-05-09 09:04:58.777103 INFO::Fitting model to feature number 284, F296 2024-05-09 09:04:58.783116 INFO::Fitting model to feature number 285, F297 2024-05-09 09:04:58.789186 INFO::Fitting model to feature number 286, F298 2024-05-09 09:04:58.795387 INFO::Fitting model to feature number 287, F299 2024-05-09 09:04:58.801353 INFO::Fitting model to feature number 288, F300 2024-05-09 09:04:58.807485 INFO::Fitting model to feature number 289, F301 2024-05-09 09:04:58.813519 INFO::Fitting model to feature number 290, F302 2024-05-09 09:04:58.819536 INFO::Fitting model to feature number 291, F303 2024-05-09 09:04:58.825511 INFO::Fitting model to feature number 292, F304 2024-05-09 09:04:58.831449 INFO::Fitting model to feature number 293, F305 2024-05-09 09:04:58.83745 INFO::Fitting model to feature number 294, F306 2024-05-09 09:04:58.843428 INFO::Fitting model to feature number 295, F307 2024-05-09 09:04:58.850671 INFO::Fitting model to feature number 296, F308 2024-05-09 09:04:58.856657 INFO::Fitting model to feature number 297, F309 2024-05-09 09:04:58.862625 INFO::Fitting model to feature number 298, F310 2024-05-09 09:04:58.868603 INFO::Fitting model to feature number 299, F311 2024-05-09 09:04:58.874556 INFO::Fitting model to feature number 300, F312 2024-05-09 09:04:58.880512 INFO::Fitting model to feature number 301, F313 2024-05-09 09:04:58.886452 INFO::Fitting model to feature number 302, F315 2024-05-09 09:04:58.892398 INFO::Fitting model to feature number 303, F316 2024-05-09 09:04:58.898334 INFO::Fitting model to feature number 304, F317 2024-05-09 09:04:58.904303 INFO::Fitting model to feature number 305, F318 2024-05-09 09:04:58.910265 INFO::Fitting model to feature number 306, F319 2024-05-09 09:04:58.916256 INFO::Fitting model to feature number 307, F320 2024-05-09 09:04:58.922207 INFO::Fitting model to feature number 308, F321 2024-05-09 09:04:58.928139 INFO::Fitting model to feature number 309, F322 2024-05-09 09:04:58.934079 INFO::Fitting model to feature number 310, F323 2024-05-09 09:04:58.940035 INFO::Fitting model to feature number 311, F324 2024-05-09 09:04:58.945947 INFO::Fitting model to feature number 312, F325 2024-05-09 09:04:58.951913 INFO::Fitting model to feature number 313, F326 2024-05-09 09:04:58.957959 INFO::Fitting model to feature number 314, F327 2024-05-09 09:04:58.963855 INFO::Fitting model to feature number 315, F328 2024-05-09 09:04:58.969964 INFO::Fitting model to feature number 316, F329 2024-05-09 09:04:58.976221 INFO::Fitting model to feature number 317, F330 2024-05-09 09:04:58.982479 INFO::Fitting model to feature number 318, F331 2024-05-09 09:04:58.988952 INFO::Fitting model to feature number 319, F332 2024-05-09 09:04:58.995272 INFO::Fitting model to feature number 320, F333 2024-05-09 09:04:59.001642 INFO::Fitting model to feature number 321, F334 2024-05-09 09:04:59.00738 INFO::Fitting model to feature number 322, F335 2024-05-09 09:04:59.01302 INFO::Fitting model to feature number 323, F336 2024-05-09 09:04:59.018724 INFO::Fitting model to feature number 324, F337 2024-05-09 09:04:59.024323 INFO::Fitting model to feature number 325, F338 2024-05-09 09:04:59.029871 INFO::Fitting model to feature number 326, F339 2024-05-09 09:04:59.035359 INFO::Fitting model to feature number 327, F340 2024-05-09 09:04:59.040805 INFO::Fitting model to feature number 328, F342 2024-05-09 09:04:59.046546 INFO::Fitting model to feature number 329, F343 2024-05-09 09:04:59.051976 INFO::Fitting model to feature number 330, F344 2024-05-09 09:04:59.057416 INFO::Fitting model to feature number 331, F345 2024-05-09 09:04:59.062857 INFO::Fitting model to feature number 332, F346 2024-05-09 09:04:59.068454 INFO::Fitting model to feature number 333, F347 2024-05-09 09:04:59.074141 INFO::Fitting model to feature number 334, F348 2024-05-09 09:04:59.079836 INFO::Fitting model to feature number 335, F350 2024-05-09 09:04:59.085476 INFO::Fitting model to feature number 336, F351 2024-05-09 09:04:59.091086 INFO::Fitting model to feature number 337, F352 2024-05-09 09:04:59.096827 INFO::Fitting model to feature number 338, F353 2024-05-09 09:04:59.102542 INFO::Fitting model to feature number 339, F355 2024-05-09 09:04:59.108276 INFO::Fitting model to feature number 340, F356 2024-05-09 09:04:59.114067 INFO::Fitting model to feature number 341, F357 2024-05-09 09:04:59.119719 INFO::Fitting model to feature number 342, F358 2024-05-09 09:04:59.12528 INFO::Fitting model to feature number 343, F359 2024-05-09 09:04:59.130771 INFO::Fitting model to feature number 344, F360 2024-05-09 09:04:59.136243 INFO::Fitting model to feature number 345, F361 2024-05-09 09:04:59.14172 INFO::Fitting model to feature number 346, F362 2024-05-09 09:04:59.147205 INFO::Fitting model to feature number 347, F363 2024-05-09 09:04:59.152751 INFO::Fitting model to feature number 348, F364 2024-05-09 09:04:59.158309 INFO::Fitting model to feature number 349, F365 2024-05-09 09:04:59.163904 INFO::Fitting model to feature number 350, F366 2024-05-09 09:04:59.169459 INFO::Fitting model to feature number 351, F367 2024-05-09 09:04:59.174973 INFO::Fitting model to feature number 352, F368 2024-05-09 09:04:59.180513 INFO::Fitting model to feature number 353, F369 2024-05-09 09:04:59.186004 INFO::Fitting model to feature number 354, F370 2024-05-09 09:04:59.191477 INFO::Fitting model to feature number 355, F371 2024-05-09 09:04:59.19699 INFO::Fitting model to feature number 356, F372 2024-05-09 09:04:59.202585 INFO::Fitting model to feature number 357, F373 2024-05-09 09:04:59.208147 INFO::Fitting model to feature number 358, F374 2024-05-09 09:04:59.213579 INFO::Fitting model to feature number 359, F375 2024-05-09 09:04:59.218919 INFO::Fitting model to feature number 360, F376 2024-05-09 09:04:59.224268 INFO::Fitting model to feature number 361, F377 2024-05-09 09:04:59.229634 INFO::Fitting model to feature number 362, F378 2024-05-09 09:04:59.235012 INFO::Fitting model to feature number 363, F379 2024-05-09 09:04:59.240403 INFO::Fitting model to feature number 364, F380 2024-05-09 09:04:59.245846 INFO::Fitting model to feature number 365, F381 2024-05-09 09:04:59.251745 INFO::Fitting model to feature number 366, F382 2024-05-09 09:04:59.257169 INFO::Fitting model to feature number 367, F383 2024-05-09 09:04:59.262508 INFO::Fitting model to feature number 368, F384 2024-05-09 09:04:59.267852 INFO::Fitting model to feature number 369, F386 2024-05-09 09:04:59.273197 INFO::Fitting model to feature number 370, F387 2024-05-09 09:04:59.278522 INFO::Fitting model to feature number 371, F388 2024-05-09 09:04:59.283869 INFO::Fitting model to feature number 372, F389 2024-05-09 09:04:59.289226 INFO::Fitting model to feature number 373, F390 2024-05-09 09:04:59.294527 INFO::Fitting model to feature number 374, F391 2024-05-09 09:04:59.299866 INFO::Fitting model to feature number 375, F392 2024-05-09 09:04:59.305208 INFO::Fitting model to feature number 376, F393 2024-05-09 09:04:59.31055 INFO::Fitting model to feature number 377, F394 2024-05-09 09:04:59.316117 INFO::Fitting model to feature number 378, F395 2024-05-09 09:04:59.32176 INFO::Fitting model to feature number 379, F396 2024-05-09 09:04:59.327314 INFO::Fitting model to feature number 380, F397 2024-05-09 09:04:59.332769 INFO::Fitting model to feature number 381, F398 2024-05-09 09:04:59.338203 INFO::Fitting model to feature number 382, F399 2024-05-09 09:04:59.343691 INFO::Fitting model to feature number 383, F400 2024-05-09 09:04:59.349288 INFO::Fitting model to feature number 384, F401 2024-05-09 09:04:59.354864 INFO::Fitting model to feature number 385, F402 2024-05-09 09:04:59.360497 INFO::Fitting model to feature number 386, F403 2024-05-09 09:04:59.36625 INFO::Fitting model to feature number 387, F404 2024-05-09 09:04:59.371841 INFO::Fitting model to feature number 388, F406 2024-05-09 09:04:59.377241 INFO::Fitting model to feature number 389, F407 2024-05-09 09:04:59.382624 INFO::Fitting model to feature number 390, F408 2024-05-09 09:04:59.388052 INFO::Fitting model to feature number 391, F409 2024-05-09 09:04:59.393461 INFO::Fitting model to feature number 392, F410 2024-05-09 09:04:59.398808 INFO::Fitting model to feature number 393, F411 2024-05-09 09:04:59.404152 INFO::Fitting model to feature number 394, F412 2024-05-09 09:04:59.409492 INFO::Fitting model to feature number 395, F413 2024-05-09 09:04:59.414885 INFO::Fitting model to feature number 396, F414 2024-05-09 09:04:59.420293 INFO::Fitting model to feature number 397, F415 2024-05-09 09:04:59.425679 INFO::Fitting model to feature number 398, F416 2024-05-09 09:04:59.431006 INFO::Fitting model to feature number 399, F417 2024-05-09 09:04:59.436379 INFO::Fitting model to feature number 400, F418 2024-05-09 09:04:59.44171 INFO::Fitting model to feature number 401, F419 2024-05-09 09:04:59.447125 INFO::Fitting model to feature number 402, F420 2024-05-09 09:04:59.452934 INFO::Fitting model to feature number 403, F421 2024-05-09 09:04:59.458378 INFO::Fitting model to feature number 404, F422 2024-05-09 09:04:59.463802 INFO::Fitting model to feature number 405, F423 2024-05-09 09:04:59.469208 INFO::Fitting model to feature number 406, F425 2024-05-09 09:04:59.474733 INFO::Fitting model to feature number 407, F426 2024-05-09 09:04:59.480191 INFO::Fitting model to feature number 408, F428 2024-05-09 09:04:59.48573 INFO::Fitting model to feature number 409, F429 2024-05-09 09:04:59.491273 INFO::Fitting model to feature number 410, F430 2024-05-09 09:04:59.496788 INFO::Fitting model to feature number 411, F431 2024-05-09 09:04:59.502291 INFO::Fitting model to feature number 412, F432 2024-05-09 09:04:59.507838 INFO::Fitting model to feature number 413, F433 2024-05-09 09:04:59.51341 INFO::Fitting model to feature number 414, F434 2024-05-09 09:04:59.518889 INFO::Fitting model to feature number 415, F435 2024-05-09 09:04:59.524334 INFO::Fitting model to feature number 416, F436 2024-05-09 09:04:59.52987 INFO::Fitting model to feature number 417, F437 2024-05-09 09:04:59.535544 INFO::Fitting model to feature number 418, F438 2024-05-09 09:04:59.541167 INFO::Fitting model to feature number 419, F439 2024-05-09 09:04:59.54665 INFO::Fitting model to feature number 420, F440 2024-05-09 09:04:59.552281 INFO::Fitting model to feature number 421, F441 2024-05-09 09:04:59.557741 INFO::Fitting model to feature number 422, F442 2024-05-09 09:04:59.563207 INFO::Fitting model to feature number 423, F443 2024-05-09 09:04:59.56863 INFO::Fitting model to feature number 424, F444 2024-05-09 09:04:59.574142 INFO::Fitting model to feature number 425, F445 2024-05-09 09:04:59.579539 INFO::Fitting model to feature number 426, F446 2024-05-09 09:04:59.584894 INFO::Fitting model to feature number 427, F447 2024-05-09 09:04:59.590317 INFO::Fitting model to feature number 428, F448 2024-05-09 09:04:59.595832 INFO::Fitting model to feature number 429, F449 2024-05-09 09:04:59.601569 INFO::Fitting model to feature number 430, F450 2024-05-09 09:04:59.607234 INFO::Fitting model to feature number 431, F451 2024-05-09 09:04:59.612891 INFO::Fitting model to feature number 432, F452 2024-05-09 09:04:59.618486 INFO::Fitting model to feature number 433, F454 2024-05-09 09:04:59.624066 INFO::Fitting model to feature number 434, F455 2024-05-09 09:04:59.629727 INFO::Fitting model to feature number 435, F456 2024-05-09 09:04:59.635399 INFO::Fitting model to feature number 436, F457 2024-05-09 09:04:59.641461 INFO::Fitting model to feature number 437, F458 2024-05-09 09:04:59.647242 INFO::Fitting model to feature number 438, F459 2024-05-09 09:04:59.653227 INFO::Fitting model to feature number 439, F461 2024-05-09 09:04:59.659175 INFO::Fitting model to feature number 440, F462 2024-05-09 09:04:59.664707 INFO::Fitting model to feature number 441, F463 2024-05-09 09:04:59.67022 INFO::Fitting model to feature number 442, F464 2024-05-09 09:04:59.675706 INFO::Fitting model to feature number 443, F465 2024-05-09 09:04:59.681184 INFO::Fitting model to feature number 444, F466 2024-05-09 09:04:59.686863 INFO::Fitting model to feature number 445, F467 2024-05-09 09:04:59.69231 INFO::Fitting model to feature number 446, F468 2024-05-09 09:04:59.697734 INFO::Fitting model to feature number 447, F469 2024-05-09 09:04:59.703227 INFO::Fitting model to feature number 448, F470 2024-05-09 09:04:59.708816 INFO::Fitting model to feature number 449, F471 2024-05-09 09:04:59.714486 INFO::Fitting model to feature number 450, F474 2024-05-09 09:04:59.720315 INFO::Fitting model to feature number 451, F475 2024-05-09 09:04:59.726188 INFO::Fitting model to feature number 452, F476 2024-05-09 09:04:59.732192 INFO::Fitting model to feature number 453, F477 2024-05-09 09:04:59.738121 INFO::Fitting model to feature number 454, F478 2024-05-09 09:04:59.743897 INFO::Fitting model to feature number 455, F479 2024-05-09 09:04:59.749611 INFO::Fitting model to feature number 456, F480 2024-05-09 09:04:59.755239 INFO::Fitting model to feature number 457, F481 2024-05-09 09:04:59.760762 INFO::Fitting model to feature number 458, F482 2024-05-09 09:04:59.766274 INFO::Fitting model to feature number 459, F483 2024-05-09 09:04:59.771893 INFO::Fitting model to feature number 460, F484 2024-05-09 09:04:59.777473 INFO::Fitting model to feature number 461, F485 2024-05-09 09:04:59.783091 INFO::Fitting model to feature number 462, F486 2024-05-09 09:04:59.788599 INFO::Fitting model to feature number 463, F487 2024-05-09 09:04:59.79418 INFO::Fitting model to feature number 464, F488 2024-05-09 09:04:59.79971 INFO::Fitting model to feature number 465, F489 2024-05-09 09:04:59.805266 INFO::Fitting model to feature number 466, F490 2024-05-09 09:04:59.810887 INFO::Fitting model to feature number 467, F491 2024-05-09 09:04:59.816597 INFO::Fitting model to feature number 468, F492 2024-05-09 09:04:59.822399 INFO::Fitting model to feature number 469, F493 2024-05-09 09:04:59.828135 INFO::Fitting model to feature number 470, F494 2024-05-09 09:04:59.833868 INFO::Fitting model to feature number 471, F495 2024-05-09 09:04:59.839583 INFO::Fitting model to feature number 472, F496 2024-05-09 09:04:59.84532 INFO::Fitting model to feature number 473, F497 2024-05-09 09:04:59.850993 INFO::Fitting model to feature number 474, F498 2024-05-09 09:04:59.857108 INFO::Fitting model to feature number 475, F499 2024-05-09 09:04:59.862718 INFO::Fitting model to feature number 476, F500 2024-05-09 09:04:59.868344 INFO::Fitting model to feature number 477, F501 2024-05-09 09:04:59.873927 INFO::Fitting model to feature number 478, F502 2024-05-09 09:04:59.879489 INFO::Fitting model to feature number 479, F503 2024-05-09 09:04:59.885134 INFO::Fitting model to feature number 480, F504 2024-05-09 09:04:59.890849 INFO::Fitting model to feature number 481, F505 2024-05-09 09:04:59.896639 INFO::Fitting model to feature number 482, F506 2024-05-09 09:04:59.902522 INFO::Fitting model to feature number 483, F507 2024-05-09 09:04:59.908339 INFO::Fitting model to feature number 484, F508 2024-05-09 09:04:59.914164 INFO::Fitting model to feature number 485, F509 2024-05-09 09:04:59.919993 INFO::Fitting model to feature number 486, F510 2024-05-09 09:04:59.925833 INFO::Fitting model to feature number 487, F511 2024-05-09 09:04:59.931635 INFO::Fitting model to feature number 488, F512 2024-05-09 09:04:59.937384 INFO::Fitting model to feature number 489, F513 2024-05-09 09:04:59.943217 INFO::Fitting model to feature number 490, F514 2024-05-09 09:04:59.948997 INFO::Fitting model to feature number 491, F515 2024-05-09 09:04:59.95469 INFO::Fitting model to feature number 492, F516 2024-05-09 09:04:59.960537 INFO::Fitting model to feature number 493, F517 2024-05-09 09:04:59.966398 INFO::Fitting model to feature number 494, F518 2024-05-09 09:04:59.972314 INFO::Fitting model to feature number 495, F519 2024-05-09 09:04:59.978119 INFO::Fitting model to feature number 496, F520 2024-05-09 09:04:59.983922 INFO::Fitting model to feature number 497, F521 2024-05-09 09:04:59.989657 INFO::Fitting model to feature number 498, F522 2024-05-09 09:04:59.995414 INFO::Fitting model to feature number 499, F523 2024-05-09 09:05:00.00132 INFO::Fitting model to feature number 500, F524 2024-05-09 09:05:00.007233 INFO::Fitting model to feature number 501, F525 2024-05-09 09:05:00.013056 INFO::Fitting model to feature number 502, F526 2024-05-09 09:05:00.018872 INFO::Fitting model to feature number 503, F527 2024-05-09 09:05:00.024689 INFO::Fitting model to feature number 504, F528 2024-05-09 09:05:00.030538 INFO::Fitting model to feature number 505, F529 2024-05-09 09:05:00.036356 INFO::Fitting model to feature number 506, F530 2024-05-09 09:05:00.042107 INFO::Fitting model to feature number 507, F531 2024-05-09 09:05:00.047869 INFO::Fitting model to feature number 508, F532 2024-05-09 09:05:00.053574 INFO::Fitting model to feature number 509, F533 2024-05-09 09:05:00.059856 INFO::Fitting model to feature number 510, F534 2024-05-09 09:05:00.065449 INFO::Fitting model to feature number 511, F535 2024-05-09 09:05:00.071001 INFO::Fitting model to feature number 512, F536 2024-05-09 09:05:00.07656 INFO::Fitting model to feature number 513, F537 2024-05-09 09:05:00.082227 INFO::Fitting model to feature number 514, F539 2024-05-09 09:05:00.087828 INFO::Fitting model to feature number 515, F540 2024-05-09 09:05:00.093376 INFO::Fitting model to feature number 516, F541 2024-05-09 09:05:00.09888 INFO::Fitting model to feature number 517, F543 2024-05-09 09:05:00.104474 INFO::Fitting model to feature number 518, F544 2024-05-09 09:05:00.110161 INFO::Fitting model to feature number 519, F545 2024-05-09 09:05:00.115987 INFO::Fitting model to feature number 520, F546 2024-05-09 09:05:00.121827 INFO::Fitting model to feature number 521, F547 2024-05-09 09:05:00.127757 INFO::Fitting model to feature number 522, F548 2024-05-09 09:05:00.133691 INFO::Fitting model to feature number 523, F549 2024-05-09 09:05:00.139611 INFO::Fitting model to feature number 524, F550 2024-05-09 09:05:00.145533 INFO::Fitting model to feature number 525, F551 2024-05-09 09:05:00.151549 INFO::Fitting model to feature number 526, F552 2024-05-09 09:05:00.157637 INFO::Fitting model to feature number 527, F553 2024-05-09 09:05:00.163676 INFO::Fitting model to feature number 528, F554 2024-05-09 09:05:00.169727 INFO::Fitting model to feature number 529, F555 2024-05-09 09:05:00.175842 INFO::Fitting model to feature number 530, F556 2024-05-09 09:05:00.181873 INFO::Fitting model to feature number 531, F557 2024-05-09 09:05:00.187788 INFO::Fitting model to feature number 532, F558 2024-05-09 09:05:00.193533 INFO::Fitting model to feature number 533, F559 2024-05-09 09:05:00.199279 INFO::Fitting model to feature number 534, F560 2024-05-09 09:05:00.205076 INFO::Fitting model to feature number 535, F561 2024-05-09 09:05:00.210748 INFO::Fitting model to feature number 536, F562 2024-05-09 09:05:00.216335 INFO::Fitting model to feature number 537, F563 2024-05-09 09:05:00.221939 INFO::Fitting model to feature number 538, F564 2024-05-09 09:05:00.227484 INFO::Fitting model to feature number 539, F566 2024-05-09 09:05:00.233 INFO::Fitting model to feature number 540, F567 2024-05-09 09:05:00.238501 INFO::Fitting model to feature number 541, F568 2024-05-09 09:05:00.243976 INFO::Fitting model to feature number 542, F569 2024-05-09 09:05:00.249477 INFO::Fitting model to feature number 543, F570 2024-05-09 09:05:00.254929 INFO::Fitting model to feature number 544, F571 2024-05-09 09:05:00.260499 INFO::Fitting model to feature number 545, F572 2024-05-09 09:05:00.266632 INFO::Fitting model to feature number 546, F573 2024-05-09 09:05:00.272281 INFO::Fitting model to feature number 547, F574 2024-05-09 09:05:00.277907 INFO::Fitting model to feature number 548, F575 2024-05-09 09:05:00.283685 INFO::Fitting model to feature number 549, F576 2024-05-09 09:05:00.289332 INFO::Fitting model to feature number 550, F577 2024-05-09 09:05:00.294927 INFO::Fitting model to feature number 551, F578 2024-05-09 09:05:00.30052 INFO::Fitting model to feature number 552, F579 2024-05-09 09:05:00.306168 INFO::Fitting model to feature number 553, F580 2024-05-09 09:05:00.31185 INFO::Fitting model to feature number 554, F581 2024-05-09 09:05:00.317339 INFO::Fitting model to feature number 555, F582 2024-05-09 09:05:00.322765 INFO::Fitting model to feature number 556, F583 2024-05-09 09:05:00.328219 INFO::Fitting model to feature number 557, F584 2024-05-09 09:05:00.333766 INFO::Fitting model to feature number 558, F585 2024-05-09 09:05:00.339368 INFO::Fitting model to feature number 559, F586 2024-05-09 09:05:00.344955 INFO::Fitting model to feature number 560, F587 2024-05-09 09:05:00.350525 INFO::Fitting model to feature number 561, F588 2024-05-09 09:05:00.356132 INFO::Fitting model to feature number 562, F589 2024-05-09 09:05:00.361759 INFO::Fitting model to feature number 563, F590 2024-05-09 09:05:00.367388 INFO::Fitting model to feature number 564, F591 2024-05-09 09:05:00.372931 INFO::Fitting model to feature number 565, F592 2024-05-09 09:05:00.378469 INFO::Fitting model to feature number 566, F593 2024-05-09 09:05:00.384006 INFO::Fitting model to feature number 567, F594 2024-05-09 09:05:00.389551 INFO::Fitting model to feature number 568, F595 2024-05-09 09:05:00.39509 INFO::Fitting model to feature number 569, F596 2024-05-09 09:05:00.400666 INFO::Fitting model to feature number 570, F597 2024-05-09 09:05:00.406268 INFO::Fitting model to feature number 571, F598 2024-05-09 09:05:00.41177 INFO::Fitting model to feature number 572, F599 2024-05-09 09:05:00.417284 INFO::Fitting model to feature number 573, F600 2024-05-09 09:05:00.42285 INFO::Fitting model to feature number 574, F601 2024-05-09 09:05:00.428451 INFO::Fitting model to feature number 575, F602 2024-05-09 09:05:00.433949 INFO::Fitting model to feature number 576, F603 2024-05-09 09:05:00.439397 INFO::Fitting model to feature number 577, F605 2024-05-09 09:05:00.4448 INFO::Fitting model to feature number 578, F606 2024-05-09 09:05:00.450171 INFO::Fitting model to feature number 579, F607 2024-05-09 09:05:00.455596 INFO::Fitting model to feature number 580, F608 2024-05-09 09:05:00.46103 INFO::Fitting model to feature number 581, F609 2024-05-09 09:05:00.466975 INFO::Fitting model to feature number 582, F610 2024-05-09 09:05:00.47245 INFO::Fitting model to feature number 583, F611 2024-05-09 09:05:00.477903 INFO::Fitting model to feature number 584, F612 2024-05-09 09:05:00.483503 INFO::Fitting model to feature number 585, F613 2024-05-09 09:05:00.489042 INFO::Fitting model to feature number 586, F614 2024-05-09 09:05:00.530434 INFO::Fitting model to feature number 587, F615 2024-05-09 09:05:00.536446 INFO::Fitting model to feature number 588, F616 2024-05-09 09:05:00.542343 INFO::Fitting model to feature number 589, F617 2024-05-09 09:05:00.548345 INFO::Fitting model to feature number 590, F618 2024-05-09 09:05:00.554232 INFO::Fitting model to feature number 591, F619 2024-05-09 09:05:00.560177 INFO::Fitting model to feature number 592, F620 2024-05-09 09:05:00.565893 INFO::Fitting model to feature number 593, F621 2024-05-09 09:05:00.571604 INFO::Fitting model to feature number 594, F622 2024-05-09 09:05:00.577351 INFO::Fitting model to feature number 595, F623 2024-05-09 09:05:00.583162 INFO::Fitting model to feature number 596, F624 2024-05-09 09:05:00.588885 INFO::Fitting model to feature number 597, F625 2024-05-09 09:05:00.594585 INFO::Fitting model to feature number 598, F626 2024-05-09 09:05:00.600273 INFO::Fitting model to feature number 599, F627 2024-05-09 09:05:00.605949 INFO::Fitting model to feature number 600, F628 2024-05-09 09:05:00.611742 INFO::Fitting model to feature number 601, F629 2024-05-09 09:05:00.617293 INFO::Fitting model to feature number 602, F630 2024-05-09 09:05:00.622654 INFO::Fitting model to feature number 603, F631 2024-05-09 09:05:00.627943 INFO::Fitting model to feature number 604, F632 2024-05-09 09:05:00.63322 INFO::Fitting model to feature number 605, F633 2024-05-09 09:05:00.63849 INFO::Fitting model to feature number 606, F634 2024-05-09 09:05:00.643865 INFO::Fitting model to feature number 607, F635 2024-05-09 09:05:00.649173 INFO::Fitting model to feature number 608, F636 2024-05-09 09:05:00.654403 INFO::Fitting model to feature number 609, F637 2024-05-09 09:05:00.6597 INFO::Fitting model to feature number 610, F638 2024-05-09 09:05:00.66547 INFO::Fitting model to feature number 611, F639 2024-05-09 09:05:00.671025 INFO::Fitting model to feature number 612, F640 2024-05-09 09:05:00.676537 INFO::Fitting model to feature number 613, F641 2024-05-09 09:05:00.682082 INFO::Fitting model to feature number 614, F642 2024-05-09 09:05:00.687435 INFO::Fitting model to feature number 615, F643 2024-05-09 09:05:00.692744 INFO::Fitting model to feature number 616, F644 2024-05-09 09:05:00.698 INFO::Fitting model to feature number 617, F645 2024-05-09 09:05:00.703341 INFO::Fitting model to feature number 618, F646 2024-05-09 09:05:00.70861 INFO::Fitting model to feature number 619, F647 2024-05-09 09:05:00.71391 INFO::Fitting model to feature number 620, F648 2024-05-09 09:05:00.719283 INFO::Fitting model to feature number 621, F649 2024-05-09 09:05:00.724601 INFO::Fitting model to feature number 622, F650 2024-05-09 09:05:00.729918 INFO::Fitting model to feature number 623, F651 2024-05-09 09:05:00.73519 INFO::Fitting model to feature number 624, F652 2024-05-09 09:05:00.740469 INFO::Fitting model to feature number 625, F653 2024-05-09 09:05:00.745781 INFO::Fitting model to feature number 626, F654 2024-05-09 09:05:00.750991 INFO::Fitting model to feature number 627, F655 2024-05-09 09:05:00.756256 INFO::Fitting model to feature number 628, F656 2024-05-09 09:05:00.761548 INFO::Fitting model to feature number 629, F657 2024-05-09 09:05:00.766812 INFO::Fitting model to feature number 630, F658 2024-05-09 09:05:00.77216 INFO::Fitting model to feature number 631, F659 2024-05-09 09:05:00.777529 INFO::Fitting model to feature number 632, F660 2024-05-09 09:05:00.783084 INFO::Fitting model to feature number 633, F661 2024-05-09 09:05:00.788454 INFO::Fitting model to feature number 634, F662 2024-05-09 09:05:00.79374 INFO::Fitting model to feature number 635, F663 2024-05-09 09:05:00.798968 INFO::Fitting model to feature number 636, F664 2024-05-09 09:05:00.804229 INFO::Fitting model to feature number 637, F665 2024-05-09 09:05:00.809512 INFO::Fitting model to feature number 638, F666 2024-05-09 09:05:00.8149 INFO::Fitting model to feature number 639, F667 2024-05-09 09:05:00.820327 INFO::Fitting model to feature number 640, F668 2024-05-09 09:05:00.825664 INFO::Fitting model to feature number 641, F669 2024-05-09 09:05:00.830932 INFO::Fitting model to feature number 642, F670 2024-05-09 09:05:00.836152 INFO::Fitting model to feature number 643, F671 2024-05-09 09:05:00.841399 INFO::Fitting model to feature number 644, F672 2024-05-09 09:05:00.846604 INFO::Fitting model to feature number 645, F673 2024-05-09 09:05:00.851817 INFO::Fitting model to feature number 646, F674 2024-05-09 09:05:00.857039 INFO::Fitting model to feature number 647, F675 2024-05-09 09:05:00.86225 INFO::Fitting model to feature number 648, F676 2024-05-09 09:05:00.868116 INFO::Fitting model to feature number 649, F677 2024-05-09 09:05:00.87347 INFO::Fitting model to feature number 650, F678 2024-05-09 09:05:00.878902 INFO::Fitting model to feature number 651, F679 2024-05-09 09:05:00.884243 INFO::Fitting model to feature number 652, F680 2024-05-09 09:05:00.88957 INFO::Fitting model to feature number 653, F681 2024-05-09 09:05:00.894822 INFO::Fitting model to feature number 654, F682 2024-05-09 09:05:00.90006 INFO::Fitting model to feature number 655, F683 2024-05-09 09:05:00.905342 INFO::Fitting model to feature number 656, F684 2024-05-09 09:05:00.910533 INFO::Fitting model to feature number 657, F685 2024-05-09 09:05:00.915795 INFO::Fitting model to feature number 658, F686 2024-05-09 09:05:00.921063 INFO::Fitting model to feature number 659, F687 2024-05-09 09:05:00.92628 INFO::Fitting model to feature number 660, F688 2024-05-09 09:05:00.931455 INFO::Fitting model to feature number 661, F689 2024-05-09 09:05:00.936702 INFO::Fitting model to feature number 662, F690 2024-05-09 09:05:00.942234 INFO::Fitting model to feature number 663, F691 2024-05-09 09:05:00.947827 INFO::Fitting model to feature number 664, F692 2024-05-09 09:05:00.953449 INFO::Fitting model to feature number 665, F693 2024-05-09 09:05:00.958959 INFO::Fitting model to feature number 666, F694 2024-05-09 09:05:00.964491 INFO::Fitting model to feature number 667, F695 2024-05-09 09:05:00.969952 INFO::Fitting model to feature number 668, F696 2024-05-09 09:05:00.975389 INFO::Fitting model to feature number 669, F697 2024-05-09 09:05:00.980822 INFO::Fitting model to feature number 670, F698 2024-05-09 09:05:00.986273 INFO::Fitting model to feature number 671, F699 2024-05-09 09:05:00.991895 INFO::Fitting model to feature number 672, F700 2024-05-09 09:05:00.997448 INFO::Fitting model to feature number 673, F701 2024-05-09 09:05:01.003087 INFO::Fitting model to feature number 674, F702 2024-05-09 09:05:01.008689 INFO::Fitting model to feature number 675, F704 2024-05-09 09:05:01.014302 INFO::Fitting model to feature number 676, F705 2024-05-09 09:05:01.019881 INFO::Fitting model to feature number 677, F706 2024-05-09 09:05:01.025392 INFO::Fitting model to feature number 678, F707 2024-05-09 09:05:01.0309 INFO::Fitting model to feature number 679, F708 2024-05-09 09:05:01.036461 INFO::Fitting model to feature number 680, F709 2024-05-09 09:05:01.042097 INFO::Fitting model to feature number 681, F710 2024-05-09 09:05:01.047577 INFO::Fitting model to feature number 682, F711 2024-05-09 09:05:01.053083 INFO::Fitting model to feature number 683, F712 2024-05-09 09:05:01.058604 INFO::Fitting model to feature number 684, F713 2024-05-09 09:05:01.064133 INFO::Fitting model to feature number 685, F714 2024-05-09 09:05:01.069948 INFO::Fitting model to feature number 686, F715 2024-05-09 09:05:01.075623 INFO::Fitting model to feature number 687, F716 2024-05-09 09:05:01.081618 INFO::Fitting model to feature number 688, F717 2024-05-09 09:05:01.087271 INFO::Fitting model to feature number 689, F718 2024-05-09 09:05:01.092926 INFO::Fitting model to feature number 690, F719 2024-05-09 09:05:01.09855 INFO::Fitting model to feature number 691, F720 2024-05-09 09:05:01.1042 INFO::Fitting model to feature number 692, F721 2024-05-09 09:05:01.109958 INFO::Fitting model to feature number 693, F722 2024-05-09 09:05:01.115734 INFO::Fitting model to feature number 694, F723 2024-05-09 09:05:01.121651 INFO::Fitting model to feature number 695, F724 2024-05-09 09:05:01.127548 INFO::Fitting model to feature number 696, F725 2024-05-09 09:05:01.133328 INFO::Fitting model to feature number 697, F726 2024-05-09 09:05:01.139076 INFO::Fitting model to feature number 698, F727 2024-05-09 09:05:01.144759 INFO::Fitting model to feature number 699, F728 2024-05-09 09:05:01.150393 INFO::Fitting model to feature number 700, F729 2024-05-09 09:05:01.156043 INFO::Fitting model to feature number 701, F730 2024-05-09 09:05:01.161718 INFO::Fitting model to feature number 702, F731 2024-05-09 09:05:01.167361 INFO::Fitting model to feature number 703, F732 2024-05-09 09:05:01.173176 INFO::Fitting model to feature number 704, F733 2024-05-09 09:05:01.179004 INFO::Fitting model to feature number 705, F734 2024-05-09 09:05:01.184755 INFO::Fitting model to feature number 706, F735 2024-05-09 09:05:01.190436 INFO::Fitting model to feature number 707, F736 2024-05-09 09:05:01.196173 INFO::Fitting model to feature number 708, F737 2024-05-09 09:05:01.20186 INFO::Fitting model to feature number 709, F739 2024-05-09 09:05:01.207512 INFO::Fitting model to feature number 710, F740 2024-05-09 09:05:01.213178 INFO::Fitting model to feature number 711, F741 2024-05-09 09:05:01.218784 INFO::Fitting model to feature number 712, F742 2024-05-09 09:05:01.224664 INFO::Fitting model to feature number 713, F743 2024-05-09 09:05:01.230467 INFO::Fitting model to feature number 714, F744 2024-05-09 09:05:01.236432 INFO::Fitting model to feature number 715, F745 2024-05-09 09:05:01.242121 INFO::Fitting model to feature number 716, F746 2024-05-09 09:05:01.247787 INFO::Fitting model to feature number 717, F747 2024-05-09 09:05:01.253453 INFO::Fitting model to feature number 718, F748 2024-05-09 09:05:01.259073 INFO::Fitting model to feature number 719, F749 2024-05-09 09:05:01.264659 INFO::Fitting model to feature number 720, F750 2024-05-09 09:05:01.270251 INFO::Fitting model to feature number 721, F751 2024-05-09 09:05:01.276263 INFO::Fitting model to feature number 722, F752 2024-05-09 09:05:01.282047 INFO::Fitting model to feature number 723, F753 2024-05-09 09:05:01.287652 INFO::Fitting model to feature number 724, F754 2024-05-09 09:05:01.293185 INFO::Fitting model to feature number 725, F755 2024-05-09 09:05:01.298711 INFO::Fitting model to feature number 726, F756 2024-05-09 09:05:01.304328 INFO::Fitting model to feature number 727, F757 2024-05-09 09:05:01.309836 INFO::Fitting model to feature number 728, F758 2024-05-09 09:05:01.31536 INFO::Fitting model to feature number 729, F759 2024-05-09 09:05:01.32086 INFO::Fitting model to feature number 730, F760 2024-05-09 09:05:01.326344 INFO::Fitting model to feature number 731, F761 2024-05-09 09:05:01.335126 INFO::Fitting model to feature number 732, F762 2024-05-09 09:05:01.341198 INFO::Fitting model to feature number 733, F763 2024-05-09 09:05:01.347188 INFO::Fitting model to feature number 734, F764 2024-05-09 09:05:01.353344 INFO::Fitting model to feature number 735, F765 2024-05-09 09:05:01.35936 INFO::Fitting model to feature number 736, F766 2024-05-09 09:05:01.365474 INFO::Fitting model to feature number 737, F767 2024-05-09 09:05:01.371531 INFO::Fitting model to feature number 738, F768 2024-05-09 09:05:01.37722 INFO::Fitting model to feature number 739, F769 2024-05-09 09:05:01.382962 INFO::Fitting model to feature number 740, F770 2024-05-09 09:05:01.388662 INFO::Fitting model to feature number 741, F771 2024-05-09 09:05:01.394336 INFO::Fitting model to feature number 742, F772 2024-05-09 09:05:01.400089 INFO::Fitting model to feature number 743, F773 2024-05-09 09:05:01.406109 INFO::Fitting model to feature number 744, F774 2024-05-09 09:05:01.412346 INFO::Fitting model to feature number 745, F775 2024-05-09 09:05:01.418275 INFO::Fitting model to feature number 746, F776 2024-05-09 09:05:01.42416 INFO::Fitting model to feature number 747, F777 2024-05-09 09:05:01.430005 INFO::Fitting model to feature number 748, F778 2024-05-09 09:05:01.435838 INFO::Fitting model to feature number 749, F779 2024-05-09 09:05:01.441629 INFO::Fitting model to feature number 750, F780 2024-05-09 09:05:01.447325 INFO::Fitting model to feature number 751, F781 2024-05-09 09:05:01.453072 INFO::Fitting model to feature number 752, F782 2024-05-09 09:05:01.458809 INFO::Fitting model to feature number 753, F783 2024-05-09 09:05:01.46454 INFO::Fitting model to feature number 754, F784 2024-05-09 09:05:01.470189 INFO::Fitting model to feature number 755, F785 2024-05-09 09:05:01.476161 INFO::Fitting model to feature number 756, F786 2024-05-09 09:05:01.482074 INFO::Fitting model to feature number 757, F787 2024-05-09 09:05:01.487713 INFO::Fitting model to feature number 758, F788 2024-05-09 09:05:01.493258 INFO::Fitting model to feature number 759, F789 2024-05-09 09:05:01.498848 INFO::Fitting model to feature number 760, F790 2024-05-09 09:05:01.504673 INFO::Fitting model to feature number 761, F791 2024-05-09 09:05:01.510414 INFO::Fitting model to feature number 762, F792 2024-05-09 09:05:01.516212 INFO::Fitting model to feature number 763, F793 2024-05-09 09:05:01.521897 INFO::Fitting model to feature number 764, F794 2024-05-09 09:05:01.527552 INFO::Fitting model to feature number 765, F795 2024-05-09 09:05:01.533162 INFO::Fitting model to feature number 766, F796 2024-05-09 09:05:01.538809 INFO::Fitting model to feature number 767, F797 2024-05-09 09:05:01.544638 INFO::Fitting model to feature number 768, F798 2024-05-09 09:05:01.55067 INFO::Fitting model to feature number 769, F799 2024-05-09 09:05:01.556515 INFO::Fitting model to feature number 770, F800 2024-05-09 09:05:01.562335 INFO::Fitting model to feature number 771, F801 2024-05-09 09:05:01.568074 INFO::Fitting model to feature number 772, F802 2024-05-09 09:05:01.573895 INFO::Fitting model to feature number 773, F803 2024-05-09 09:05:01.57974 INFO::Fitting model to feature number 774, F804 2024-05-09 09:05:01.585697 INFO::Fitting model to feature number 775, F805 2024-05-09 09:05:01.591633 INFO::Fitting model to feature number 776, F806 2024-05-09 09:05:01.59758 INFO::Fitting model to feature number 777, F808 2024-05-09 09:05:01.603559 INFO::Fitting model to feature number 778, F809 2024-05-09 09:05:01.609444 INFO::Fitting model to feature number 779, F810 2024-05-09 09:05:01.615265 INFO::Fitting model to feature number 780, F811 2024-05-09 09:05:01.621044 INFO::Fitting model to feature number 781, F812 2024-05-09 09:05:01.62676 INFO::Fitting model to feature number 782, F813 2024-05-09 09:05:01.632466 INFO::Fitting model to feature number 783, F814 2024-05-09 09:05:01.638161 INFO::Fitting model to feature number 784, F815 2024-05-09 09:05:01.643867 INFO::Fitting model to feature number 785, F816 2024-05-09 09:05:01.649551 INFO::Fitting model to feature number 786, F817 2024-05-09 09:05:01.65536 INFO::Fitting model to feature number 787, F818 2024-05-09 09:05:01.661184 INFO::Fitting model to feature number 788, F819 2024-05-09 09:05:01.666947 INFO::Fitting model to feature number 789, F820 2024-05-09 09:05:01.672758 INFO::Fitting model to feature number 790, F821 2024-05-09 09:05:01.67903 INFO::Fitting model to feature number 791, F822 2024-05-09 09:05:01.684962 INFO::Fitting model to feature number 792, F823 2024-05-09 09:05:01.690913 INFO::Fitting model to feature number 793, F824 2024-05-09 09:05:01.696851 INFO::Fitting model to feature number 794, F825 2024-05-09 09:05:01.702801 INFO::Fitting model to feature number 795, F826 2024-05-09 09:05:01.708766 INFO::Fitting model to feature number 796, F827 2024-05-09 09:05:01.714746 INFO::Fitting model to feature number 797, F828 2024-05-09 09:05:01.720756 INFO::Fitting model to feature number 798, F829 2024-05-09 09:05:01.726824 INFO::Fitting model to feature number 799, F830 2024-05-09 09:05:01.733065 INFO::Fitting model to feature number 800, F831 2024-05-09 09:05:01.738941 INFO::Fitting model to feature number 801, F832 2024-05-09 09:05:01.744707 INFO::Fitting model to feature number 802, F833 2024-05-09 09:05:01.750458 INFO::Fitting model to feature number 803, F834 2024-05-09 09:05:01.756268 INFO::Fitting model to feature number 804, F835 2024-05-09 09:05:01.762104 INFO::Fitting model to feature number 805, F836 2024-05-09 09:05:01.767871 INFO::Fitting model to feature number 806, F837 2024-05-09 09:05:01.773599 INFO::Fitting model to feature number 807, F838 2024-05-09 09:05:01.779393 INFO::Fitting model to feature number 808, F839 2024-05-09 09:05:01.785212 INFO::Fitting model to feature number 809, F840 2024-05-09 09:05:01.791064 INFO::Fitting model to feature number 810, F841 2024-05-09 09:05:01.796962 INFO::Fitting model to feature number 811, F842 2024-05-09 09:05:01.802905 INFO::Fitting model to feature number 812, F843 2024-05-09 09:05:01.808755 INFO::Fitting model to feature number 813, F844 2024-05-09 09:05:01.814541 INFO::Fitting model to feature number 814, F845 2024-05-09 09:05:01.820363 INFO::Fitting model to feature number 815, F846 2024-05-09 09:05:01.826158 INFO::Fitting model to feature number 816, F847 2024-05-09 09:05:01.83216 INFO::Fitting model to feature number 817, F848 2024-05-09 09:05:01.837958 INFO::Fitting model to feature number 818, F849 2024-05-09 09:05:01.843741 INFO::Fitting model to feature number 819, F850 2024-05-09 09:05:01.849517 INFO::Fitting model to feature number 820, F851 2024-05-09 09:05:01.85526 INFO::Fitting model to feature number 821, F852 2024-05-09 09:05:01.860995 INFO::Fitting model to feature number 822, F853 2024-05-09 09:05:01.866752 INFO::Fitting model to feature number 823, F854 2024-05-09 09:05:01.872613 INFO::Fitting model to feature number 824, F855 2024-05-09 09:05:01.878885 INFO::Fitting model to feature number 825, F856 2024-05-09 09:05:01.884668 INFO::Fitting model to feature number 826, F857 2024-05-09 09:05:01.890409 INFO::Fitting model to feature number 827, F858 2024-05-09 09:05:01.896104 INFO::Fitting model to feature number 828, F859 2024-05-09 09:05:01.901976 INFO::Fitting model to feature number 829, F860 2024-05-09 09:05:01.907912 INFO::Fitting model to feature number 830, F861 2024-05-09 09:05:01.913733 INFO::Fitting model to feature number 831, F862 2024-05-09 09:05:01.919499 INFO::Fitting model to feature number 832, F863 2024-05-09 09:05:01.92518 INFO::Fitting model to feature number 833, F864 2024-05-09 09:05:01.93083 INFO::Fitting model to feature number 834, F865 2024-05-09 09:05:01.936504 INFO::Fitting model to feature number 835, F866 2024-05-09 09:05:01.942175 INFO::Fitting model to feature number 836, F867 2024-05-09 09:05:01.948136 INFO::Fitting model to feature number 837, F868 2024-05-09 09:05:01.953921 INFO::Fitting model to feature number 838, F869 2024-05-09 09:05:01.959645 INFO::Fitting model to feature number 839, F870 2024-05-09 09:05:01.965297 INFO::Fitting model to feature number 840, F871 2024-05-09 09:05:01.970922 INFO::Fitting model to feature number 841, F872 2024-05-09 09:05:01.976562 INFO::Fitting model to feature number 842, F873 2024-05-09 09:05:01.982323 INFO::Fitting model to feature number 843, F874 2024-05-09 09:05:01.988308 INFO::Fitting model to feature number 844, F875 2024-05-09 09:05:01.994375 INFO::Fitting model to feature number 845, F876 2024-05-09 09:05:02.000348 INFO::Fitting model to feature number 846, F877 2024-05-09 09:05:02.006288 INFO::Fitting model to feature number 847, F878 2024-05-09 09:05:02.012285 INFO::Fitting model to feature number 848, F879 2024-05-09 09:05:02.018236 INFO::Fitting model to feature number 849, F880 2024-05-09 09:05:02.024402 INFO::Fitting model to feature number 850, F881 2024-05-09 09:05:02.030588 INFO::Fitting model to feature number 851, F882 2024-05-09 09:05:02.036483 INFO::Fitting model to feature number 852, F883 2024-05-09 09:05:02.042397 INFO::Fitting model to feature number 853, F884 2024-05-09 09:05:02.048337 INFO::Fitting model to feature number 854, F885 2024-05-09 09:05:02.05439 INFO::Fitting model to feature number 855, F886 2024-05-09 09:05:02.060209 INFO::Fitting model to feature number 856, F887 2024-05-09 09:05:02.066095 INFO::Fitting model to feature number 857, F888 2024-05-09 09:05:02.071926 INFO::Fitting model to feature number 858, F889 2024-05-09 09:05:02.079009 INFO::Fitting model to feature number 859, F890 2024-05-09 09:05:02.085106 INFO::Fitting model to feature number 860, F891 2024-05-09 09:05:02.090989 INFO::Fitting model to feature number 861, F892 2024-05-09 09:05:02.096857 INFO::Fitting model to feature number 862, F893 2024-05-09 09:05:02.10271 INFO::Fitting model to feature number 863, F894 2024-05-09 09:05:02.108742 INFO::Fitting model to feature number 864, F895 2024-05-09 09:05:02.114663 INFO::Fitting model to feature number 865, F896 2024-05-09 09:05:02.120555 INFO::Fitting model to feature number 866, F897 2024-05-09 09:05:02.126642 INFO::Fitting model to feature number 867, F898 2024-05-09 09:05:02.13269 INFO::Fitting model to feature number 868, F899 2024-05-09 09:05:02.138502 INFO::Fitting model to feature number 869, F900 2024-05-09 09:05:02.429887 INFO::Counting total values for each feature 2024-05-09 09:05:02.603793 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv 2024-05-09 09:05:02.729223 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv 2024-05-09 09:05:02.856992 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv 2024-05-09 09:05:02.982781 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds 2024-05-09 09:05:02.985204 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds 2024-05-09 09:05:03.028744 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds 2024-05-09 09:05:03.031101 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds 2024-05-09 09:05:03.068447 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2024-05-09 09:05:03.088804 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 2024-05-09 09:05:03.098769 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 98.269 1.349 146.042
Macarron.Rcheck/Macarron-Ex.timings
name | user | system | elapsed | |
Macarron | 20.696 | 0.340 | 21.074 | |
calAVA | 8.944 | 0.059 | 9.024 | |
calES | 12.676 | 0.176 | 12.885 | |
calQval | 12.506 | 0.096 | 12.631 | |
decorateID | 0.338 | 0.036 | 89.743 | |
findMacMod | 5.818 | 0.032 | 5.858 | |
makeDisMat | 4.591 | 0.008 | 4.603 | |
prepInput | 0.077 | 0.004 | 0.081 | |
prioritize | 16.644 | 0.223 | 16.899 | |
showBest | 15.296 | 0.128 | 15.450 | |