Back to Multiple platform build/check report for BioC 3.15 |
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This page was generated on 2022-10-19 13:23:11 -0400 (Wed, 19 Oct 2022).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo1 | Linux (Ubuntu 20.04.5 LTS) | x86_64 | 4.2.1 (2022-06-23) -- "Funny-Looking Kid" | 4386 |
palomino3 | Windows Server 2022 Datacenter | x64 | 4.2.1 (2022-06-23 ucrt) -- "Funny-Looking Kid" | 4138 |
merida1 | macOS 10.14.6 Mojave | x86_64 | 4.2.1 (2022-06-23) -- "Funny-Looking Kid" | 4205 |
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 |
To the developers/maintainers of the Macarron package: - Please 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 How and When does the builder pull? When will my changes propagate? for more information. - Make sure to use the following settings in order to reproduce any error or warning you see on this page. |
Package 1053/2140 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
Macarron 1.0.0 (landing page) Sagun Maharjan
| nebbiolo1 | Linux (Ubuntu 20.04.5 LTS) / x86_64 | OK | OK | OK | |||||||||
palomino3 | Windows Server 2022 Datacenter / x64 | OK | OK | ERROR | OK | |||||||||
merida1 | macOS 10.14.6 Mojave / x86_64 | OK | OK | OK | OK | |||||||||
Package: Macarron |
Version: 1.0.0 |
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:Macarron.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings Macarron_1.0.0.tar.gz |
StartedAt: 2022-10-19 04:06:19 -0400 (Wed, 19 Oct 2022) |
EndedAt: 2022-10-19 04:14:05 -0400 (Wed, 19 Oct 2022) |
EllapsedTime: 465.6 seconds |
RetCode: 0 |
Status: OK |
CheckDir: Macarron.Rcheck |
Warnings: 0 |
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:Macarron.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings Macarron_1.0.0.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/Users/biocbuild/bbs-3.15-bioc/meat/Macarron.Rcheck’ * using R version 4.2.1 (2022-06-23) * using platform: x86_64-apple-darwin17.0 (64-bit) * using session charset: UTF-8 * using option ‘--no-vignettes’ * checking for file ‘Macarron/DESCRIPTION’ ... OK * this is package ‘Macarron’ version ‘1.0.0’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘Macarron’ can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking ‘build’ directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking R files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... 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 25.472 0.772 26.333 showBest 18.365 0.346 18.766 prioritize 18.289 0.366 18.768 calES 14.119 0.449 14.633 calQval 13.643 0.375 14.137 calAVA 9.038 0.086 9.137 decorateID 0.401 0.029 14.027 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes in ‘inst/doc’ ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 1 NOTE See ‘/Users/biocbuild/bbs-3.15-bioc/meat/Macarron.Rcheck/00check.log’ for details.
Macarron.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL Macarron ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.2/Resources/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 4.2.1 (2022-06-23) -- "Funny-Looking Kid" Copyright (C) 2022 The R Foundation for Statistical Computing Platform: x86_64-apple-darwin17.0 (64-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(Macarron) Loading required package: SummarizedExperiment Loading required package: MatrixGenerics Loading required package: matrixStats Attaching package: 'MatrixGenerics' The following objects are masked from 'package:matrixStats': colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse, colCounts, colCummaxs, colCummins, colCumprods, colCumsums, colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs, colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats, colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds, colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads, colWeightedMeans, colWeightedMedians, colWeightedSds, colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet, rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods, rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps, rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins, rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks, rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars, rowWeightedMads, rowWeightedMeans, rowWeightedMedians, rowWeightedSds, rowWeightedVars Loading required package: GenomicRanges Loading required package: stats4 Loading required package: BiocGenerics Attaching package: 'BiocGenerics' The following objects are masked from 'package:stats': IQR, mad, sd, var, xtabs The following objects are masked from 'package:base': Filter, Find, Map, Position, Reduce, anyDuplicated, append, as.data.frame, basename, cbind, colnames, dirname, do.call, duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted, lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table, tapply, union, unique, unsplit, which.max, which.min Loading required package: S4Vectors Attaching package: 'S4Vectors' The following 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") 2022-10-19 04:12:10 INFO::Creating output folder. 2022-10-19 04:12:10 INFO::Writing function arguments to log file 2022-10-19 04:12:10 INFO::Summarized Experiment created. 2022-10-19 04:12:10 INFO::Metadata chosen for prevalence filtering: diagnosis 2022-10-19 04:12:18 INFO::Distance matrix with 869 metabolic features created. 2022-10-19 04:12:18 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. 2022-10-19 04:12:20 INFO::Total number of modules detected: 30 [1] "Creating output folder" [1] "Creating output figures folder" 2022-10-19 04:12:25 INFO::Writing function arguments to log file 2022-10-19 04:12:25 INFO::Verifying options selected are valid 2022-10-19 04:12:25 INFO::Determining format of input files 2022-10-19 04:12:25 INFO::Input format is data samples as columns and metadata samples as rows 2022-10-19 04:12:26 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2022-10-19 04:12:26 INFO::Filter data based on min abundance and min prevalence 2022-10-19 04:12:26 INFO::Total samples in data: 102 2022-10-19 04:12:26 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2022-10-19 04:12:26 INFO::Total filtered features: 0 2022-10-19 04:12:26 INFO::Filtered feature names from abundance and prevalence filtering: 2022-10-19 04:12:26 INFO::Total filtered features with variance filtering: 0 2022-10-19 04:12:26 INFO::Filtered feature names from variance filtering: 2022-10-19 04:12:26 INFO::Running selected normalization method: NONE 2022-10-19 04:12:26 INFO::Applying z-score to standardize continuous metadata 2022-10-19 04:12:26 INFO::Running selected transform method: NONE 2022-10-19 04:12:26 INFO::Running selected analysis method: LM 2022-10-19 04:12:26 INFO::Fitting model to feature number 1, F1 2022-10-19 04:12:26 INFO::Fitting model to feature number 2, F2 2022-10-19 04:12:26 INFO::Fitting model to feature number 3, F3 2022-10-19 04:12:26 INFO::Fitting model to feature number 4, F4 2022-10-19 04:12:26 INFO::Fitting model to feature number 5, F5 2022-10-19 04:12:26 INFO::Fitting model to feature number 6, F6 2022-10-19 04:12:26 INFO::Fitting model to feature number 7, F7 2022-10-19 04:12:26 INFO::Fitting model to feature number 8, F8 2022-10-19 04:12:26 INFO::Fitting model to feature number 9, F9 2022-10-19 04:12:26 INFO::Fitting model to feature number 10, F10 2022-10-19 04:12:26 INFO::Fitting model to feature number 11, F11 2022-10-19 04:12:26 INFO::Fitting model to feature number 12, F12 2022-10-19 04:12:26 INFO::Fitting model to feature number 13, F13 2022-10-19 04:12:26 INFO::Fitting model to feature number 14, F14 2022-10-19 04:12:26 INFO::Fitting model to feature number 15, F15 2022-10-19 04:12:26 INFO::Fitting model to feature number 16, F16 2022-10-19 04:12:26 INFO::Fitting model to feature number 17, F17 2022-10-19 04:12:26 INFO::Fitting model to feature number 18, F18 2022-10-19 04:12:26 INFO::Fitting model to feature number 19, F19 2022-10-19 04:12:26 INFO::Fitting model to feature number 20, F20 2022-10-19 04:12:26 INFO::Fitting model to feature number 21, F21 2022-10-19 04:12:26 INFO::Fitting model to feature number 22, F22 2022-10-19 04:12:26 INFO::Fitting model to feature number 23, F23 2022-10-19 04:12:26 INFO::Fitting model to feature number 24, F24 2022-10-19 04:12:26 INFO::Fitting model to feature number 25, F25 2022-10-19 04:12:26 INFO::Fitting model to feature number 26, F26 2022-10-19 04:12:26 INFO::Fitting model to feature number 27, F27 2022-10-19 04:12:26 INFO::Fitting model to feature number 28, F28 2022-10-19 04:12:26 INFO::Fitting model to feature number 29, F29 2022-10-19 04:12:26 INFO::Fitting model to feature number 30, F30 2022-10-19 04:12:26 INFO::Fitting model to feature number 31, F31 2022-10-19 04:12:26 INFO::Fitting model to feature number 32, F32 2022-10-19 04:12:26 INFO::Fitting model to feature number 33, F33 2022-10-19 04:12:26 INFO::Fitting model to feature number 34, F34 2022-10-19 04:12:26 INFO::Fitting model to feature number 35, F35 2022-10-19 04:12:26 INFO::Fitting model to feature number 36, F36 2022-10-19 04:12:26 INFO::Fitting model to feature number 37, F37 2022-10-19 04:12:26 INFO::Fitting model to feature number 38, F38 2022-10-19 04:12:26 INFO::Fitting model to feature number 39, F39 2022-10-19 04:12:26 INFO::Fitting model to feature number 40, F40 2022-10-19 04:12:26 INFO::Fitting model to feature number 41, F41 2022-10-19 04:12:26 INFO::Fitting model to feature number 42, F43 2022-10-19 04:12:26 INFO::Fitting model to feature number 43, F44 2022-10-19 04:12:26 INFO::Fitting model to feature number 44, F45 2022-10-19 04:12:26 INFO::Fitting model to feature number 45, F46 2022-10-19 04:12:26 INFO::Fitting model to feature number 46, F47 2022-10-19 04:12:26 INFO::Fitting model to feature number 47, F48 2022-10-19 04:12:26 INFO::Fitting model to feature number 48, F49 2022-10-19 04:12:26 INFO::Fitting model to feature number 49, F50 2022-10-19 04:12:26 INFO::Fitting model to feature number 50, F51 2022-10-19 04:12:26 INFO::Fitting model to feature number 51, F52 2022-10-19 04:12:26 INFO::Fitting model to feature number 52, F53 2022-10-19 04:12:26 INFO::Fitting model to feature number 53, F54 2022-10-19 04:12:26 INFO::Fitting model to feature number 54, F55 2022-10-19 04:12:26 INFO::Fitting model to feature number 55, F56 2022-10-19 04:12:26 INFO::Fitting model to feature number 56, F57 2022-10-19 04:12:26 INFO::Fitting model to feature number 57, F58 2022-10-19 04:12:26 INFO::Fitting model to feature number 58, F59 2022-10-19 04:12:26 INFO::Fitting model to feature number 59, F60 2022-10-19 04:12:26 INFO::Fitting model to feature number 60, F63 2022-10-19 04:12:26 INFO::Fitting model to feature number 61, F64 2022-10-19 04:12:26 INFO::Fitting model to feature number 62, F65 2022-10-19 04:12:26 INFO::Fitting model to feature number 63, F66 2022-10-19 04:12:26 INFO::Fitting model to feature number 64, F67 2022-10-19 04:12:26 INFO::Fitting model to feature number 65, F68 2022-10-19 04:12:26 INFO::Fitting model to feature number 66, F69 2022-10-19 04:12:26 INFO::Fitting model to feature number 67, F70 2022-10-19 04:12:26 INFO::Fitting model to feature number 68, F71 2022-10-19 04:12:26 INFO::Fitting model to feature number 69, F72 2022-10-19 04:12:26 INFO::Fitting model to feature number 70, F73 2022-10-19 04:12:26 INFO::Fitting model to feature number 71, F74 2022-10-19 04:12:26 INFO::Fitting model to feature number 72, F76 2022-10-19 04:12:26 INFO::Fitting model to feature number 73, F77 2022-10-19 04:12:26 INFO::Fitting model to feature number 74, F78 2022-10-19 04:12:26 INFO::Fitting model to feature number 75, F79 2022-10-19 04:12:26 INFO::Fitting model to feature number 76, F80 2022-10-19 04:12:26 INFO::Fitting model to feature number 77, F81 2022-10-19 04:12:26 INFO::Fitting model to feature number 78, F82 2022-10-19 04:12:26 INFO::Fitting model to feature number 79, F83 2022-10-19 04:12:26 INFO::Fitting model to feature number 80, F84 2022-10-19 04:12:26 INFO::Fitting model to feature number 81, F85 2022-10-19 04:12:26 INFO::Fitting model to feature number 82, F86 2022-10-19 04:12:26 INFO::Fitting model to feature number 83, F87 2022-10-19 04:12:26 INFO::Fitting model to feature number 84, F88 2022-10-19 04:12:26 INFO::Fitting model to feature number 85, F89 2022-10-19 04:12:26 INFO::Fitting model to feature number 86, F90 2022-10-19 04:12:26 INFO::Fitting model to feature number 87, F91 2022-10-19 04:12:26 INFO::Fitting model to feature number 88, F92 2022-10-19 04:12:26 INFO::Fitting model to feature number 89, F93 2022-10-19 04:12:26 INFO::Fitting model to feature number 90, F94 2022-10-19 04:12:26 INFO::Fitting model to feature number 91, F95 2022-10-19 04:12:26 INFO::Fitting model to feature number 92, F96 2022-10-19 04:12:27 INFO::Fitting model to feature number 93, F97 2022-10-19 04:12:27 INFO::Fitting model to feature number 94, F98 2022-10-19 04:12:27 INFO::Fitting model to feature number 95, F99 2022-10-19 04:12:27 INFO::Fitting model to feature number 96, F100 2022-10-19 04:12:27 INFO::Fitting model to feature number 97, F101 2022-10-19 04:12:27 INFO::Fitting model to feature number 98, F102 2022-10-19 04:12:27 INFO::Fitting model to feature number 99, F103 2022-10-19 04:12:27 INFO::Fitting model to feature number 100, F104 2022-10-19 04:12:27 INFO::Fitting model to feature number 101, F105 2022-10-19 04:12:27 INFO::Fitting model to feature number 102, F106 2022-10-19 04:12:27 INFO::Fitting model to feature number 103, F107 2022-10-19 04:12:27 INFO::Fitting model to feature number 104, F108 2022-10-19 04:12:27 INFO::Fitting model to feature number 105, F109 2022-10-19 04:12:27 INFO::Fitting model to feature number 106, F110 2022-10-19 04:12:27 INFO::Fitting model to feature number 107, F111 2022-10-19 04:12:27 INFO::Fitting model to feature number 108, F112 2022-10-19 04:12:27 INFO::Fitting model to feature number 109, F113 2022-10-19 04:12:27 INFO::Fitting model to feature number 110, F114 2022-10-19 04:12:27 INFO::Fitting model to feature number 111, F115 2022-10-19 04:12:27 INFO::Fitting model to feature number 112, F117 2022-10-19 04:12:27 INFO::Fitting model to feature number 113, F118 2022-10-19 04:12:27 INFO::Fitting model to feature number 114, F119 2022-10-19 04:12:27 INFO::Fitting model to feature number 115, F120 2022-10-19 04:12:27 INFO::Fitting model to feature number 116, F121 2022-10-19 04:12:27 INFO::Fitting model to feature number 117, F122 2022-10-19 04:12:27 INFO::Fitting model to feature number 118, F123 2022-10-19 04:12:27 INFO::Fitting model to feature number 119, F124 2022-10-19 04:12:27 INFO::Fitting model to feature number 120, F125 2022-10-19 04:12:27 INFO::Fitting model to feature number 121, F126 2022-10-19 04:12:27 INFO::Fitting model to feature number 122, F127 2022-10-19 04:12:27 INFO::Fitting model to feature number 123, F128 2022-10-19 04:12:27 INFO::Fitting model to feature number 124, F129 2022-10-19 04:12:27 INFO::Fitting model to feature number 125, F130 2022-10-19 04:12:27 INFO::Fitting model to feature number 126, F131 2022-10-19 04:12:27 INFO::Fitting model to feature number 127, F132 2022-10-19 04:12:27 INFO::Fitting model to feature number 128, F133 2022-10-19 04:12:27 INFO::Fitting model to feature number 129, F134 2022-10-19 04:12:27 INFO::Fitting model to feature number 130, F135 2022-10-19 04:12:27 INFO::Fitting model to feature number 131, F136 2022-10-19 04:12:27 INFO::Fitting model to feature number 132, F137 2022-10-19 04:12:27 INFO::Fitting model to feature number 133, F138 2022-10-19 04:12:27 INFO::Fitting model to feature number 134, F139 2022-10-19 04:12:27 INFO::Fitting model to feature number 135, F140 2022-10-19 04:12:27 INFO::Fitting model to feature number 136, F141 2022-10-19 04:12:27 INFO::Fitting model to feature number 137, F142 2022-10-19 04:12:27 INFO::Fitting model to feature number 138, F143 2022-10-19 04:12:27 INFO::Fitting model to feature number 139, F144 2022-10-19 04:12:27 INFO::Fitting model to feature number 140, F145 2022-10-19 04:12:27 INFO::Fitting model to feature number 141, F146 2022-10-19 04:12:27 INFO::Fitting model to feature number 142, F147 2022-10-19 04:12:27 INFO::Fitting model to feature number 143, F148 2022-10-19 04:12:27 INFO::Fitting model to feature number 144, F149 2022-10-19 04:12:27 INFO::Fitting model to feature number 145, F150 2022-10-19 04:12:27 INFO::Fitting model to feature number 146, F152 2022-10-19 04:12:27 INFO::Fitting model to feature number 147, F153 2022-10-19 04:12:27 INFO::Fitting model to feature number 148, F154 2022-10-19 04:12:27 INFO::Fitting model to feature number 149, F155 2022-10-19 04:12:27 INFO::Fitting model to feature number 150, F156 2022-10-19 04:12:27 INFO::Fitting model to feature number 151, F157 2022-10-19 04:12:27 INFO::Fitting model to feature number 152, F158 2022-10-19 04:12:27 INFO::Fitting model to feature number 153, F159 2022-10-19 04:12:27 INFO::Fitting model to feature number 154, F160 2022-10-19 04:12:27 INFO::Fitting model to feature number 155, F161 2022-10-19 04:12:27 INFO::Fitting model to feature number 156, F162 2022-10-19 04:12:27 INFO::Fitting model to feature number 157, F163 2022-10-19 04:12:27 INFO::Fitting model to feature number 158, F164 2022-10-19 04:12:27 INFO::Fitting model to feature number 159, F165 2022-10-19 04:12:27 INFO::Fitting model to feature number 160, F166 2022-10-19 04:12:27 INFO::Fitting model to feature number 161, F167 2022-10-19 04:12:27 INFO::Fitting model to feature number 162, F168 2022-10-19 04:12:27 INFO::Fitting model to feature number 163, F169 2022-10-19 04:12:27 INFO::Fitting model to feature number 164, F170 2022-10-19 04:12:27 INFO::Fitting model to feature number 165, F171 2022-10-19 04:12:27 INFO::Fitting model to feature number 166, F172 2022-10-19 04:12:27 INFO::Fitting model to feature number 167, F173 2022-10-19 04:12:27 INFO::Fitting model to feature number 168, F174 2022-10-19 04:12:27 INFO::Fitting model to feature number 169, F175 2022-10-19 04:12:27 INFO::Fitting model to feature number 170, F176 2022-10-19 04:12:27 INFO::Fitting model to feature number 171, F177 2022-10-19 04:12:27 INFO::Fitting model to feature number 172, F178 2022-10-19 04:12:27 INFO::Fitting model to feature number 173, F179 2022-10-19 04:12:27 INFO::Fitting model to feature number 174, F180 2022-10-19 04:12:27 INFO::Fitting model to feature number 175, F181 2022-10-19 04:12:27 INFO::Fitting model to feature number 176, F182 2022-10-19 04:12:27 INFO::Fitting model to feature number 177, F183 2022-10-19 04:12:27 INFO::Fitting model to feature number 178, F184 2022-10-19 04:12:27 INFO::Fitting model to feature number 179, F185 2022-10-19 04:12:27 INFO::Fitting model to feature number 180, F186 2022-10-19 04:12:27 INFO::Fitting model to feature number 181, F187 2022-10-19 04:12:27 INFO::Fitting model to feature number 182, F188 2022-10-19 04:12:27 INFO::Fitting model to feature number 183, F189 2022-10-19 04:12:27 INFO::Fitting model to feature number 184, F190 2022-10-19 04:12:27 INFO::Fitting model to feature number 185, F191 2022-10-19 04:12:27 INFO::Fitting model to feature number 186, F192 2022-10-19 04:12:27 INFO::Fitting model to feature number 187, F193 2022-10-19 04:12:27 INFO::Fitting model to feature number 188, F194 2022-10-19 04:12:27 INFO::Fitting model to feature number 189, F195 2022-10-19 04:12:27 INFO::Fitting model to feature number 190, F196 2022-10-19 04:12:27 INFO::Fitting model to feature number 191, F197 2022-10-19 04:12:27 INFO::Fitting model to feature number 192, F198 2022-10-19 04:12:27 INFO::Fitting model to feature number 193, F199 2022-10-19 04:12:27 INFO::Fitting model to feature number 194, F200 2022-10-19 04:12:27 INFO::Fitting model to feature number 195, F201 2022-10-19 04:12:27 INFO::Fitting model to feature number 196, F202 2022-10-19 04:12:27 INFO::Fitting model to feature number 197, F203 2022-10-19 04:12:27 INFO::Fitting model to feature number 198, F204 2022-10-19 04:12:27 INFO::Fitting model to feature number 199, F206 2022-10-19 04:12:28 INFO::Fitting model to feature number 200, F207 2022-10-19 04:12:28 INFO::Fitting model to feature number 201, F208 2022-10-19 04:12:28 INFO::Fitting model to feature number 202, F209 2022-10-19 04:12:28 INFO::Fitting model to feature number 203, F210 2022-10-19 04:12:28 INFO::Fitting model to feature number 204, F211 2022-10-19 04:12:28 INFO::Fitting model to feature number 205, F212 2022-10-19 04:12:28 INFO::Fitting model to feature number 206, F213 2022-10-19 04:12:28 INFO::Fitting model to feature number 207, F214 2022-10-19 04:12:28 INFO::Fitting model to feature number 208, F215 2022-10-19 04:12:28 INFO::Fitting model to feature number 209, F216 2022-10-19 04:12:28 INFO::Fitting model to feature number 210, F217 2022-10-19 04:12:28 INFO::Fitting model to feature number 211, F218 2022-10-19 04:12:28 INFO::Fitting model to feature number 212, F219 2022-10-19 04:12:28 INFO::Fitting model to feature number 213, F220 2022-10-19 04:12:28 INFO::Fitting model to feature number 214, F221 2022-10-19 04:12:28 INFO::Fitting model to feature number 215, F222 2022-10-19 04:12:28 INFO::Fitting model to feature number 216, F223 2022-10-19 04:12:28 INFO::Fitting model to feature number 217, F224 2022-10-19 04:12:28 INFO::Fitting model to feature number 218, F225 2022-10-19 04:12:28 INFO::Fitting model to feature number 219, F226 2022-10-19 04:12:28 INFO::Fitting model to feature number 220, F227 2022-10-19 04:12:28 INFO::Fitting model to feature number 221, F228 2022-10-19 04:12:28 INFO::Fitting model to feature number 222, F229 2022-10-19 04:12:28 INFO::Fitting model to feature number 223, F230 2022-10-19 04:12:28 INFO::Fitting model to feature number 224, F231 2022-10-19 04:12:28 INFO::Fitting model to feature number 225, F232 2022-10-19 04:12:28 INFO::Fitting model to feature number 226, F233 2022-10-19 04:12:28 INFO::Fitting model to feature number 227, F234 2022-10-19 04:12:28 INFO::Fitting model to feature number 228, F235 2022-10-19 04:12:28 INFO::Fitting model to feature number 229, F236 2022-10-19 04:12:28 INFO::Fitting model to feature number 230, F237 2022-10-19 04:12:28 INFO::Fitting model to feature number 231, F238 2022-10-19 04:12:28 INFO::Fitting model to feature number 232, F239 2022-10-19 04:12:28 INFO::Fitting model to feature number 233, F240 2022-10-19 04:12:28 INFO::Fitting model to feature number 234, F241 2022-10-19 04:12:28 INFO::Fitting model to feature number 235, F242 2022-10-19 04:12:28 INFO::Fitting model to feature number 236, F243 2022-10-19 04:12:28 INFO::Fitting model to feature number 237, F244 2022-10-19 04:12:28 INFO::Fitting model to feature number 238, F245 2022-10-19 04:12:28 INFO::Fitting model to feature number 239, F246 2022-10-19 04:12:28 INFO::Fitting model to feature number 240, F247 2022-10-19 04:12:28 INFO::Fitting model to feature number 241, F248 2022-10-19 04:12:28 INFO::Fitting model to feature number 242, F249 2022-10-19 04:12:28 INFO::Fitting model to feature number 243, F250 2022-10-19 04:12:28 INFO::Fitting model to feature number 244, F252 2022-10-19 04:12:28 INFO::Fitting model to feature number 245, F253 2022-10-19 04:12:28 INFO::Fitting model to feature number 246, F254 2022-10-19 04:12:28 INFO::Fitting model to feature number 247, F255 2022-10-19 04:12:28 INFO::Fitting model to feature number 248, F256 2022-10-19 04:12:28 INFO::Fitting model to feature number 249, F257 2022-10-19 04:12:28 INFO::Fitting model to feature number 250, F259 2022-10-19 04:12:28 INFO::Fitting model to feature number 251, F260 2022-10-19 04:12:28 INFO::Fitting model to feature number 252, F261 2022-10-19 04:12:28 INFO::Fitting model to feature number 253, F262 2022-10-19 04:12:28 INFO::Fitting model to feature number 254, F263 2022-10-19 04:12:28 INFO::Fitting model to feature number 255, F264 2022-10-19 04:12:28 INFO::Fitting model to feature number 256, F265 2022-10-19 04:12:28 INFO::Fitting model to feature number 257, F266 2022-10-19 04:12:28 INFO::Fitting model to feature number 258, F267 2022-10-19 04:12:28 INFO::Fitting model to feature number 259, F269 2022-10-19 04:12:28 INFO::Fitting model to feature number 260, F270 2022-10-19 04:12:28 INFO::Fitting model to feature number 261, F271 2022-10-19 04:12:28 INFO::Fitting model to feature number 262, F272 2022-10-19 04:12:28 INFO::Fitting model to feature number 263, F273 2022-10-19 04:12:28 INFO::Fitting model to feature number 264, F274 2022-10-19 04:12:28 INFO::Fitting model to feature number 265, F276 2022-10-19 04:12:28 INFO::Fitting model to feature number 266, F277 2022-10-19 04:12:28 INFO::Fitting model to feature number 267, F278 2022-10-19 04:12:28 INFO::Fitting model to feature number 268, F279 2022-10-19 04:12:28 INFO::Fitting model to feature number 269, F280 2022-10-19 04:12:28 INFO::Fitting model to feature number 270, F281 2022-10-19 04:12:28 INFO::Fitting model to feature number 271, F282 2022-10-19 04:12:28 INFO::Fitting model to feature number 272, F283 2022-10-19 04:12:28 INFO::Fitting model to feature number 273, F284 2022-10-19 04:12:28 INFO::Fitting model to feature number 274, F285 2022-10-19 04:12:28 INFO::Fitting model to feature number 275, F286 2022-10-19 04:12:28 INFO::Fitting model to feature number 276, F287 2022-10-19 04:12:28 INFO::Fitting model to feature number 277, F288 2022-10-19 04:12:28 INFO::Fitting model to feature number 278, F289 2022-10-19 04:12:28 INFO::Fitting model to feature number 279, F290 2022-10-19 04:12:28 INFO::Fitting model to feature number 280, F292 2022-10-19 04:12:28 INFO::Fitting model to feature number 281, F293 2022-10-19 04:12:28 INFO::Fitting model to feature number 282, F294 2022-10-19 04:12:28 INFO::Fitting model to feature number 283, F295 2022-10-19 04:12:28 INFO::Fitting model to feature number 284, F296 2022-10-19 04:12:28 INFO::Fitting model to feature number 285, F297 2022-10-19 04:12:28 INFO::Fitting model to feature number 286, F298 2022-10-19 04:12:28 INFO::Fitting model to feature number 287, F299 2022-10-19 04:12:28 INFO::Fitting model to feature number 288, F300 2022-10-19 04:12:28 INFO::Fitting model to feature number 289, F301 2022-10-19 04:12:28 INFO::Fitting model to feature number 290, F302 2022-10-19 04:12:28 INFO::Fitting model to feature number 291, F303 2022-10-19 04:12:28 INFO::Fitting model to feature number 292, F304 2022-10-19 04:12:28 INFO::Fitting model to feature number 293, F305 2022-10-19 04:12:28 INFO::Fitting model to feature number 294, F306 2022-10-19 04:12:28 INFO::Fitting model to feature number 295, F307 2022-10-19 04:12:28 INFO::Fitting model to feature number 296, F308 2022-10-19 04:12:28 INFO::Fitting model to feature number 297, F309 2022-10-19 04:12:28 INFO::Fitting model to feature number 298, F310 2022-10-19 04:12:28 INFO::Fitting model to feature number 299, F311 2022-10-19 04:12:28 INFO::Fitting model to feature number 300, F312 2022-10-19 04:12:28 INFO::Fitting model to feature number 301, F313 2022-10-19 04:12:28 INFO::Fitting model to feature number 302, F315 2022-10-19 04:12:28 INFO::Fitting model to feature number 303, F316 2022-10-19 04:12:28 INFO::Fitting model to feature number 304, F317 2022-10-19 04:12:28 INFO::Fitting model to feature number 305, F318 2022-10-19 04:12:28 INFO::Fitting model to feature number 306, F319 2022-10-19 04:12:28 INFO::Fitting model to feature number 307, F320 2022-10-19 04:12:28 INFO::Fitting model to feature number 308, F321 2022-10-19 04:12:28 INFO::Fitting model to feature number 309, F322 2022-10-19 04:12:28 INFO::Fitting model to feature number 310, F323 2022-10-19 04:12:29 INFO::Fitting model to feature number 311, F324 2022-10-19 04:12:29 INFO::Fitting model to feature number 312, F325 2022-10-19 04:12:29 INFO::Fitting model to feature number 313, F326 2022-10-19 04:12:29 INFO::Fitting model to feature number 314, F327 2022-10-19 04:12:29 INFO::Fitting model to feature number 315, F328 2022-10-19 04:12:29 INFO::Fitting model to feature number 316, F329 2022-10-19 04:12:29 INFO::Fitting model to feature number 317, F330 2022-10-19 04:12:29 INFO::Fitting model to feature number 318, F331 2022-10-19 04:12:29 INFO::Fitting model to feature number 319, F332 2022-10-19 04:12:29 INFO::Fitting model to feature number 320, F333 2022-10-19 04:12:29 INFO::Fitting model to feature number 321, F334 2022-10-19 04:12:29 INFO::Fitting model to feature number 322, F335 2022-10-19 04:12:29 INFO::Fitting model to feature number 323, F336 2022-10-19 04:12:29 INFO::Fitting model to feature number 324, F337 2022-10-19 04:12:29 INFO::Fitting model to feature number 325, F338 2022-10-19 04:12:29 INFO::Fitting model to feature number 326, F339 2022-10-19 04:12:29 INFO::Fitting model to feature number 327, F340 2022-10-19 04:12:29 INFO::Fitting model to feature number 328, F342 2022-10-19 04:12:29 INFO::Fitting model to feature number 329, F343 2022-10-19 04:12:29 INFO::Fitting model to feature number 330, F344 2022-10-19 04:12:29 INFO::Fitting model to feature number 331, F345 2022-10-19 04:12:29 INFO::Fitting model to feature number 332, F346 2022-10-19 04:12:29 INFO::Fitting model to feature number 333, F347 2022-10-19 04:12:29 INFO::Fitting model to feature number 334, F348 2022-10-19 04:12:29 INFO::Fitting model to feature number 335, F350 2022-10-19 04:12:29 INFO::Fitting model to feature number 336, F351 2022-10-19 04:12:29 INFO::Fitting model to feature number 337, F352 2022-10-19 04:12:29 INFO::Fitting model to feature number 338, F353 2022-10-19 04:12:29 INFO::Fitting model to feature number 339, F355 2022-10-19 04:12:29 INFO::Fitting model to feature number 340, F356 2022-10-19 04:12:29 INFO::Fitting model to feature number 341, F357 2022-10-19 04:12:29 INFO::Fitting model to feature number 342, F358 2022-10-19 04:12:29 INFO::Fitting model to feature number 343, F359 2022-10-19 04:12:29 INFO::Fitting model to feature number 344, F360 2022-10-19 04:12:29 INFO::Fitting model to feature number 345, F361 2022-10-19 04:12:29 INFO::Fitting model to feature number 346, F362 2022-10-19 04:12:29 INFO::Fitting model to feature number 347, F363 2022-10-19 04:12:29 INFO::Fitting model to feature number 348, F364 2022-10-19 04:12:29 INFO::Fitting model to feature number 349, F365 2022-10-19 04:12:29 INFO::Fitting model to feature number 350, F366 2022-10-19 04:12:29 INFO::Fitting model to feature number 351, F367 2022-10-19 04:12:29 INFO::Fitting model to feature number 352, F368 2022-10-19 04:12:29 INFO::Fitting model to feature number 353, F369 2022-10-19 04:12:29 INFO::Fitting model to feature number 354, F370 2022-10-19 04:12:29 INFO::Fitting model to feature number 355, F371 2022-10-19 04:12:29 INFO::Fitting model to feature number 356, F372 2022-10-19 04:12:29 INFO::Fitting model to feature number 357, F373 2022-10-19 04:12:29 INFO::Fitting model to feature number 358, F374 2022-10-19 04:12:29 INFO::Fitting model to feature number 359, F375 2022-10-19 04:12:29 INFO::Fitting model to feature number 360, F376 2022-10-19 04:12:29 INFO::Fitting model to feature number 361, F377 2022-10-19 04:12:29 INFO::Fitting model to feature number 362, F378 2022-10-19 04:12:29 INFO::Fitting model to feature number 363, F379 2022-10-19 04:12:29 INFO::Fitting model to feature number 364, F380 2022-10-19 04:12:29 INFO::Fitting model to feature number 365, F381 2022-10-19 04:12:29 INFO::Fitting model to feature number 366, F382 2022-10-19 04:12:29 INFO::Fitting model to feature number 367, F383 2022-10-19 04:12:29 INFO::Fitting model to feature number 368, F384 2022-10-19 04:12:29 INFO::Fitting model to feature number 369, F386 2022-10-19 04:12:29 INFO::Fitting model to feature number 370, F387 2022-10-19 04:12:29 INFO::Fitting model to feature number 371, F388 2022-10-19 04:12:29 INFO::Fitting model to feature number 372, F389 2022-10-19 04:12:29 INFO::Fitting model to feature number 373, F390 2022-10-19 04:12:29 INFO::Fitting model to feature number 374, F391 2022-10-19 04:12:29 INFO::Fitting model to feature number 375, F392 2022-10-19 04:12:29 INFO::Fitting model to feature number 376, F393 2022-10-19 04:12:29 INFO::Fitting model to feature number 377, F394 2022-10-19 04:12:29 INFO::Fitting model to feature number 378, F395 2022-10-19 04:12:29 INFO::Fitting model to feature number 379, F396 2022-10-19 04:12:29 INFO::Fitting model to feature number 380, F397 2022-10-19 04:12:29 INFO::Fitting model to feature number 381, F398 2022-10-19 04:12:29 INFO::Fitting model to feature number 382, F399 2022-10-19 04:12:29 INFO::Fitting model to feature number 383, F400 2022-10-19 04:12:29 INFO::Fitting model to feature number 384, F401 2022-10-19 04:12:29 INFO::Fitting model to feature number 385, F402 2022-10-19 04:12:29 INFO::Fitting model to feature number 386, F403 2022-10-19 04:12:29 INFO::Fitting model to feature number 387, F404 2022-10-19 04:12:29 INFO::Fitting model to feature number 388, F406 2022-10-19 04:12:29 INFO::Fitting model to feature number 389, F407 2022-10-19 04:12:29 INFO::Fitting model to feature number 390, F408 2022-10-19 04:12:29 INFO::Fitting model to feature number 391, F409 2022-10-19 04:12:29 INFO::Fitting model to feature number 392, F410 2022-10-19 04:12:29 INFO::Fitting model to feature number 393, F411 2022-10-19 04:12:29 INFO::Fitting model to feature number 394, F412 2022-10-19 04:12:29 INFO::Fitting model to feature number 395, F413 2022-10-19 04:12:29 INFO::Fitting model to feature number 396, F414 2022-10-19 04:12:29 INFO::Fitting model to feature number 397, F415 2022-10-19 04:12:29 INFO::Fitting model to feature number 398, F416 2022-10-19 04:12:29 INFO::Fitting model to feature number 399, F417 2022-10-19 04:12:29 INFO::Fitting model to feature number 400, F418 2022-10-19 04:12:29 INFO::Fitting model to feature number 401, F419 2022-10-19 04:12:29 INFO::Fitting model to feature number 402, F420 2022-10-19 04:12:29 INFO::Fitting model to feature number 403, F421 2022-10-19 04:12:29 INFO::Fitting model to feature number 404, F422 2022-10-19 04:12:29 INFO::Fitting model to feature number 405, F423 2022-10-19 04:12:29 INFO::Fitting model to feature number 406, F425 2022-10-19 04:12:29 INFO::Fitting model to feature number 407, F426 2022-10-19 04:12:29 INFO::Fitting model to feature number 408, F428 2022-10-19 04:12:29 INFO::Fitting model to feature number 409, F429 2022-10-19 04:12:29 INFO::Fitting model to feature number 410, F430 2022-10-19 04:12:29 INFO::Fitting model to feature number 411, F431 2022-10-19 04:12:29 INFO::Fitting model to feature number 412, F432 2022-10-19 04:12:29 INFO::Fitting model to feature number 413, F433 2022-10-19 04:12:29 INFO::Fitting model to feature number 414, F434 2022-10-19 04:12:29 INFO::Fitting model to feature number 415, F435 2022-10-19 04:12:29 INFO::Fitting model to feature number 416, F436 2022-10-19 04:12:30 INFO::Fitting model to feature number 417, F437 2022-10-19 04:12:30 INFO::Fitting model to feature number 418, F438 2022-10-19 04:12:30 INFO::Fitting model to feature number 419, F439 2022-10-19 04:12:30 INFO::Fitting model to feature number 420, F440 2022-10-19 04:12:30 INFO::Fitting model to feature number 421, F441 2022-10-19 04:12:30 INFO::Fitting model to feature number 422, F442 2022-10-19 04:12:30 INFO::Fitting model to feature number 423, F443 2022-10-19 04:12:30 INFO::Fitting model to feature number 424, F444 2022-10-19 04:12:30 INFO::Fitting model to feature number 425, F445 2022-10-19 04:12:30 INFO::Fitting model to feature number 426, F446 2022-10-19 04:12:30 INFO::Fitting model to feature number 427, F447 2022-10-19 04:12:30 INFO::Fitting model to feature number 428, F448 2022-10-19 04:12:30 INFO::Fitting model to feature number 429, F449 2022-10-19 04:12:30 INFO::Fitting model to feature number 430, F450 2022-10-19 04:12:30 INFO::Fitting model to feature number 431, F451 2022-10-19 04:12:30 INFO::Fitting model to feature number 432, F452 2022-10-19 04:12:30 INFO::Fitting model to feature number 433, F454 2022-10-19 04:12:30 INFO::Fitting model to feature number 434, F455 2022-10-19 04:12:30 INFO::Fitting model to feature number 435, F456 2022-10-19 04:12:30 INFO::Fitting model to feature number 436, F457 2022-10-19 04:12:30 INFO::Fitting model to feature number 437, F458 2022-10-19 04:12:30 INFO::Fitting model to feature number 438, F459 2022-10-19 04:12:30 INFO::Fitting model to feature number 439, F461 2022-10-19 04:12:30 INFO::Fitting model to feature number 440, F462 2022-10-19 04:12:30 INFO::Fitting model to feature number 441, F463 2022-10-19 04:12:30 INFO::Fitting model to feature number 442, F464 2022-10-19 04:12:30 INFO::Fitting model to feature number 443, F465 2022-10-19 04:12:30 INFO::Fitting model to feature number 444, F466 2022-10-19 04:12:30 INFO::Fitting model to feature number 445, F467 2022-10-19 04:12:30 INFO::Fitting model to feature number 446, F468 2022-10-19 04:12:30 INFO::Fitting model to feature number 447, F469 2022-10-19 04:12:30 INFO::Fitting model to feature number 448, F470 2022-10-19 04:12:30 INFO::Fitting model to feature number 449, F471 2022-10-19 04:12:30 INFO::Fitting model to feature number 450, F474 2022-10-19 04:12:30 INFO::Fitting model to feature number 451, F475 2022-10-19 04:12:30 INFO::Fitting model to feature number 452, F476 2022-10-19 04:12:30 INFO::Fitting model to feature number 453, F477 2022-10-19 04:12:30 INFO::Fitting model to feature number 454, F478 2022-10-19 04:12:30 INFO::Fitting model to feature number 455, F479 2022-10-19 04:12:30 INFO::Fitting model to feature number 456, F480 2022-10-19 04:12:30 INFO::Fitting model to feature number 457, F481 2022-10-19 04:12:30 INFO::Fitting model to feature number 458, F482 2022-10-19 04:12:30 INFO::Fitting model to feature number 459, F483 2022-10-19 04:12:30 INFO::Fitting model to feature number 460, F484 2022-10-19 04:12:30 INFO::Fitting model to feature number 461, F485 2022-10-19 04:12:30 INFO::Fitting model to feature number 462, F486 2022-10-19 04:12:30 INFO::Fitting model to feature number 463, F487 2022-10-19 04:12:30 INFO::Fitting model to feature number 464, F488 2022-10-19 04:12:30 INFO::Fitting model to feature number 465, F489 2022-10-19 04:12:30 INFO::Fitting model to feature number 466, F490 2022-10-19 04:12:30 INFO::Fitting model to feature number 467, F491 2022-10-19 04:12:30 INFO::Fitting model to feature number 468, F492 2022-10-19 04:12:30 INFO::Fitting model to feature number 469, F493 2022-10-19 04:12:30 INFO::Fitting model to feature number 470, F494 2022-10-19 04:12:30 INFO::Fitting model to feature number 471, F495 2022-10-19 04:12:30 INFO::Fitting model to feature number 472, F496 2022-10-19 04:12:30 INFO::Fitting model to feature number 473, F497 2022-10-19 04:12:30 INFO::Fitting model to feature number 474, F498 2022-10-19 04:12:30 INFO::Fitting model to feature number 475, F499 2022-10-19 04:12:30 INFO::Fitting model to feature number 476, F500 2022-10-19 04:12:30 INFO::Fitting model to feature number 477, F501 2022-10-19 04:12:30 INFO::Fitting model to feature number 478, F502 2022-10-19 04:12:30 INFO::Fitting model to feature number 479, F503 2022-10-19 04:12:30 INFO::Fitting model to feature number 480, F504 2022-10-19 04:12:30 INFO::Fitting model to feature number 481, F505 2022-10-19 04:12:30 INFO::Fitting model to feature number 482, F506 2022-10-19 04:12:30 INFO::Fitting model to feature number 483, F507 2022-10-19 04:12:30 INFO::Fitting model to feature number 484, F508 2022-10-19 04:12:30 INFO::Fitting model to feature number 485, F509 2022-10-19 04:12:30 INFO::Fitting model to feature number 486, F510 2022-10-19 04:12:30 INFO::Fitting model to feature number 487, F511 2022-10-19 04:12:30 INFO::Fitting model to feature number 488, F512 2022-10-19 04:12:30 INFO::Fitting model to feature number 489, F513 2022-10-19 04:12:30 INFO::Fitting model to feature number 490, F514 2022-10-19 04:12:30 INFO::Fitting model to feature number 491, F515 2022-10-19 04:12:30 INFO::Fitting model to feature number 492, F516 2022-10-19 04:12:30 INFO::Fitting model to feature number 493, F517 2022-10-19 04:12:30 INFO::Fitting model to feature number 494, F518 2022-10-19 04:12:30 INFO::Fitting model to feature number 495, F519 2022-10-19 04:12:30 INFO::Fitting model to feature number 496, F520 2022-10-19 04:12:30 INFO::Fitting model to feature number 497, F521 2022-10-19 04:12:30 INFO::Fitting model to feature number 498, F522 2022-10-19 04:12:30 INFO::Fitting model to feature number 499, F523 2022-10-19 04:12:30 INFO::Fitting model to feature number 500, F524 2022-10-19 04:12:30 INFO::Fitting model to feature number 501, F525 2022-10-19 04:12:30 INFO::Fitting model to feature number 502, F526 2022-10-19 04:12:30 INFO::Fitting model to feature number 503, F527 2022-10-19 04:12:30 INFO::Fitting model to feature number 504, F528 2022-10-19 04:12:30 INFO::Fitting model to feature number 505, F529 2022-10-19 04:12:30 INFO::Fitting model to feature number 506, F530 2022-10-19 04:12:30 INFO::Fitting model to feature number 507, F531 2022-10-19 04:12:30 INFO::Fitting model to feature number 508, F532 2022-10-19 04:12:30 INFO::Fitting model to feature number 509, F533 2022-10-19 04:12:30 INFO::Fitting model to feature number 510, F534 2022-10-19 04:12:30 INFO::Fitting model to feature number 511, F535 2022-10-19 04:12:30 INFO::Fitting model to feature number 512, F536 2022-10-19 04:12:30 INFO::Fitting model to feature number 513, F537 2022-10-19 04:12:30 INFO::Fitting model to feature number 514, F539 2022-10-19 04:12:30 INFO::Fitting model to feature number 515, F540 2022-10-19 04:12:30 INFO::Fitting model to feature number 516, F541 2022-10-19 04:12:30 INFO::Fitting model to feature number 517, F543 2022-10-19 04:12:30 INFO::Fitting model to feature number 518, F544 2022-10-19 04:12:30 INFO::Fitting model to feature number 519, F545 2022-10-19 04:12:30 INFO::Fitting model to feature number 520, F546 2022-10-19 04:12:30 INFO::Fitting model to feature number 521, F547 2022-10-19 04:12:30 INFO::Fitting model to feature number 522, F548 2022-10-19 04:12:30 INFO::Fitting model to feature number 523, F549 2022-10-19 04:12:30 INFO::Fitting model to feature number 524, F550 2022-10-19 04:12:30 INFO::Fitting model to feature number 525, F551 2022-10-19 04:12:30 INFO::Fitting model to feature number 526, F552 2022-10-19 04:12:30 INFO::Fitting model to feature number 527, F553 2022-10-19 04:12:31 INFO::Fitting model to feature number 528, F554 2022-10-19 04:12:31 INFO::Fitting model to feature number 529, F555 2022-10-19 04:12:31 INFO::Fitting model to feature number 530, F556 2022-10-19 04:12:31 INFO::Fitting model to feature number 531, F557 2022-10-19 04:12:31 INFO::Fitting model to feature number 532, F558 2022-10-19 04:12:31 INFO::Fitting model to feature number 533, F559 2022-10-19 04:12:31 INFO::Fitting model to feature number 534, F560 2022-10-19 04:12:31 INFO::Fitting model to feature number 535, F561 2022-10-19 04:12:31 INFO::Fitting model to feature number 536, F562 2022-10-19 04:12:31 INFO::Fitting model to feature number 537, F563 2022-10-19 04:12:31 INFO::Fitting model to feature number 538, F564 2022-10-19 04:12:31 INFO::Fitting model to feature number 539, F566 2022-10-19 04:12:31 INFO::Fitting model to feature number 540, F567 2022-10-19 04:12:31 INFO::Fitting model to feature number 541, F568 2022-10-19 04:12:31 INFO::Fitting model to feature number 542, F569 2022-10-19 04:12:31 INFO::Fitting model to feature number 543, F570 2022-10-19 04:12:31 INFO::Fitting model to feature number 544, F571 2022-10-19 04:12:31 INFO::Fitting model to feature number 545, F572 2022-10-19 04:12:31 INFO::Fitting model to feature number 546, F573 2022-10-19 04:12:31 INFO::Fitting model to feature number 547, F574 2022-10-19 04:12:31 INFO::Fitting model to feature number 548, F575 2022-10-19 04:12:31 INFO::Fitting model to feature number 549, F576 2022-10-19 04:12:31 INFO::Fitting model to feature number 550, F577 2022-10-19 04:12:31 INFO::Fitting model to feature number 551, F578 2022-10-19 04:12:31 INFO::Fitting model to feature number 552, F579 2022-10-19 04:12:31 INFO::Fitting model to feature number 553, F580 2022-10-19 04:12:31 INFO::Fitting model to feature number 554, F581 2022-10-19 04:12:31 INFO::Fitting model to feature number 555, F582 2022-10-19 04:12:31 INFO::Fitting model to feature number 556, F583 2022-10-19 04:12:31 INFO::Fitting model to feature number 557, F584 2022-10-19 04:12:31 INFO::Fitting model to feature number 558, F585 2022-10-19 04:12:31 INFO::Fitting model to feature number 559, F586 2022-10-19 04:12:31 INFO::Fitting model to feature number 560, F587 2022-10-19 04:12:31 INFO::Fitting model to feature number 561, F588 2022-10-19 04:12:31 INFO::Fitting model to feature number 562, F589 2022-10-19 04:12:31 INFO::Fitting model to feature number 563, F590 2022-10-19 04:12:31 INFO::Fitting model to feature number 564, F591 2022-10-19 04:12:31 INFO::Fitting model to feature number 565, F592 2022-10-19 04:12:31 INFO::Fitting model to feature number 566, F593 2022-10-19 04:12:31 INFO::Fitting model to feature number 567, F594 2022-10-19 04:12:31 INFO::Fitting model to feature number 568, F595 2022-10-19 04:12:31 INFO::Fitting model to feature number 569, F596 2022-10-19 04:12:31 INFO::Fitting model to feature number 570, F597 2022-10-19 04:12:31 INFO::Fitting model to feature number 571, F598 2022-10-19 04:12:31 INFO::Fitting model to feature number 572, F599 2022-10-19 04:12:31 INFO::Fitting model to feature number 573, F600 2022-10-19 04:12:31 INFO::Fitting model to feature number 574, F601 2022-10-19 04:12:31 INFO::Fitting model to feature number 575, F602 2022-10-19 04:12:31 INFO::Fitting model to feature number 576, F603 2022-10-19 04:12:31 INFO::Fitting model to feature number 577, F605 2022-10-19 04:12:31 INFO::Fitting model to feature number 578, F606 2022-10-19 04:12:31 INFO::Fitting model to feature number 579, F607 2022-10-19 04:12:31 INFO::Fitting model to feature number 580, F608 2022-10-19 04:12:31 INFO::Fitting model to feature number 581, F609 2022-10-19 04:12:31 INFO::Fitting model to feature number 582, F610 2022-10-19 04:12:31 INFO::Fitting model to feature number 583, F611 2022-10-19 04:12:31 INFO::Fitting model to feature number 584, F612 2022-10-19 04:12:31 INFO::Fitting model to feature number 585, F613 2022-10-19 04:12:31 INFO::Fitting model to feature number 586, F614 2022-10-19 04:12:31 INFO::Fitting model to feature number 587, F615 2022-10-19 04:12:31 INFO::Fitting model to feature number 588, F616 2022-10-19 04:12:31 INFO::Fitting model to feature number 589, F617 2022-10-19 04:12:31 INFO::Fitting model to feature number 590, F618 2022-10-19 04:12:31 INFO::Fitting model to feature number 591, F619 2022-10-19 04:12:31 INFO::Fitting model to feature number 592, F620 2022-10-19 04:12:31 INFO::Fitting model to feature number 593, F621 2022-10-19 04:12:31 INFO::Fitting model to feature number 594, F622 2022-10-19 04:12:31 INFO::Fitting model to feature number 595, F623 2022-10-19 04:12:31 INFO::Fitting model to feature number 596, F624 2022-10-19 04:12:31 INFO::Fitting model to feature number 597, F625 2022-10-19 04:12:31 INFO::Fitting model to feature number 598, F626 2022-10-19 04:12:31 INFO::Fitting model to feature number 599, F627 2022-10-19 04:12:31 INFO::Fitting model to feature number 600, F628 2022-10-19 04:12:31 INFO::Fitting model to feature number 601, F629 2022-10-19 04:12:31 INFO::Fitting model to feature number 602, F630 2022-10-19 04:12:31 INFO::Fitting model to feature number 603, F631 2022-10-19 04:12:31 INFO::Fitting model to feature number 604, F632 2022-10-19 04:12:31 INFO::Fitting model to feature number 605, F633 2022-10-19 04:12:31 INFO::Fitting model to feature number 606, F634 2022-10-19 04:12:31 INFO::Fitting model to feature number 607, F635 2022-10-19 04:12:31 INFO::Fitting model to feature number 608, F636 2022-10-19 04:12:31 INFO::Fitting model to feature number 609, F637 2022-10-19 04:12:31 INFO::Fitting model to feature number 610, F638 2022-10-19 04:12:31 INFO::Fitting model to feature number 611, F639 2022-10-19 04:12:31 INFO::Fitting model to feature number 612, F640 2022-10-19 04:12:31 INFO::Fitting model to feature number 613, F641 2022-10-19 04:12:31 INFO::Fitting model to feature number 614, F642 2022-10-19 04:12:31 INFO::Fitting model to feature number 615, F643 2022-10-19 04:12:31 INFO::Fitting model to feature number 616, F644 2022-10-19 04:12:31 INFO::Fitting model to feature number 617, F645 2022-10-19 04:12:31 INFO::Fitting model to feature number 618, F646 2022-10-19 04:12:31 INFO::Fitting model to feature number 619, F647 2022-10-19 04:12:31 INFO::Fitting model to feature number 620, F648 2022-10-19 04:12:31 INFO::Fitting model to feature number 621, F649 2022-10-19 04:12:31 INFO::Fitting model to feature number 622, F650 2022-10-19 04:12:31 INFO::Fitting model to feature number 623, F651 2022-10-19 04:12:31 INFO::Fitting model to feature number 624, F652 2022-10-19 04:12:31 INFO::Fitting model to feature number 625, F653 2022-10-19 04:12:31 INFO::Fitting model to feature number 626, F654 2022-10-19 04:12:31 INFO::Fitting model to feature number 627, F655 2022-10-19 04:12:31 INFO::Fitting model to feature number 628, F656 2022-10-19 04:12:31 INFO::Fitting model to feature number 629, F657 2022-10-19 04:12:31 INFO::Fitting model to feature number 630, F658 2022-10-19 04:12:31 INFO::Fitting model to feature number 631, F659 2022-10-19 04:12:31 INFO::Fitting model to feature number 632, F660 2022-10-19 04:12:31 INFO::Fitting model to feature number 633, F661 2022-10-19 04:12:31 INFO::Fitting model to feature number 634, F662 2022-10-19 04:12:32 INFO::Fitting model to feature number 635, F663 2022-10-19 04:12:32 INFO::Fitting model to feature number 636, F664 2022-10-19 04:12:32 INFO::Fitting model to feature number 637, F665 2022-10-19 04:12:32 INFO::Fitting model to feature number 638, F666 2022-10-19 04:12:32 INFO::Fitting model to feature number 639, F667 2022-10-19 04:12:32 INFO::Fitting model to feature number 640, F668 2022-10-19 04:12:32 INFO::Fitting model to feature number 641, F669 2022-10-19 04:12:32 INFO::Fitting model to feature number 642, F670 2022-10-19 04:12:32 INFO::Fitting model to feature number 643, F671 2022-10-19 04:12:32 INFO::Fitting model to feature number 644, F672 2022-10-19 04:12:32 INFO::Fitting model to feature number 645, F673 2022-10-19 04:12:32 INFO::Fitting model to feature number 646, F674 2022-10-19 04:12:32 INFO::Fitting model to feature number 647, F675 2022-10-19 04:12:32 INFO::Fitting model to feature number 648, F676 2022-10-19 04:12:32 INFO::Fitting model to feature number 649, F677 2022-10-19 04:12:32 INFO::Fitting model to feature number 650, F678 2022-10-19 04:12:32 INFO::Fitting model to feature number 651, F679 2022-10-19 04:12:32 INFO::Fitting model to feature number 652, F680 2022-10-19 04:12:32 INFO::Fitting model to feature number 653, F681 2022-10-19 04:12:32 INFO::Fitting model to feature number 654, F682 2022-10-19 04:12:32 INFO::Fitting model to feature number 655, F683 2022-10-19 04:12:32 INFO::Fitting model to feature number 656, F684 2022-10-19 04:12:32 INFO::Fitting model to feature number 657, F685 2022-10-19 04:12:32 INFO::Fitting model to feature number 658, F686 2022-10-19 04:12:32 INFO::Fitting model to feature number 659, F687 2022-10-19 04:12:32 INFO::Fitting model to feature number 660, F688 2022-10-19 04:12:32 INFO::Fitting model to feature number 661, F689 2022-10-19 04:12:32 INFO::Fitting model to feature number 662, F690 2022-10-19 04:12:32 INFO::Fitting model to feature number 663, F691 2022-10-19 04:12:32 INFO::Fitting model to feature number 664, F692 2022-10-19 04:12:32 INFO::Fitting model to feature number 665, F693 2022-10-19 04:12:32 INFO::Fitting model to feature number 666, F694 2022-10-19 04:12:32 INFO::Fitting model to feature number 667, F695 2022-10-19 04:12:32 INFO::Fitting model to feature number 668, F696 2022-10-19 04:12:32 INFO::Fitting model to feature number 669, F697 2022-10-19 04:12:32 INFO::Fitting model to feature number 670, F698 2022-10-19 04:12:32 INFO::Fitting model to feature number 671, F699 2022-10-19 04:12:32 INFO::Fitting model to feature number 672, F700 2022-10-19 04:12:32 INFO::Fitting model to feature number 673, F701 2022-10-19 04:12:32 INFO::Fitting model to feature number 674, F702 2022-10-19 04:12:32 INFO::Fitting model to feature number 675, F704 2022-10-19 04:12:32 INFO::Fitting model to feature number 676, F705 2022-10-19 04:12:32 INFO::Fitting model to feature number 677, F706 2022-10-19 04:12:32 INFO::Fitting model to feature number 678, F707 2022-10-19 04:12:32 INFO::Fitting model to feature number 679, F708 2022-10-19 04:12:32 INFO::Fitting model to feature number 680, F709 2022-10-19 04:12:32 INFO::Fitting model to feature number 681, F710 2022-10-19 04:12:32 INFO::Fitting model to feature number 682, F711 2022-10-19 04:12:32 INFO::Fitting model to feature number 683, F712 2022-10-19 04:12:32 INFO::Fitting model to feature number 684, F713 2022-10-19 04:12:32 INFO::Fitting model to feature number 685, F714 2022-10-19 04:12:32 INFO::Fitting model to feature number 686, F715 2022-10-19 04:12:32 INFO::Fitting model to feature number 687, F716 2022-10-19 04:12:32 INFO::Fitting model to feature number 688, F717 2022-10-19 04:12:32 INFO::Fitting model to feature number 689, F718 2022-10-19 04:12:32 INFO::Fitting model to feature number 690, F719 2022-10-19 04:12:32 INFO::Fitting model to feature number 691, F720 2022-10-19 04:12:32 INFO::Fitting model to feature number 692, F721 2022-10-19 04:12:32 INFO::Fitting model to feature number 693, F722 2022-10-19 04:12:32 INFO::Fitting model to feature number 694, F723 2022-10-19 04:12:32 INFO::Fitting model to feature number 695, F724 2022-10-19 04:12:32 INFO::Fitting model to feature number 696, F725 2022-10-19 04:12:32 INFO::Fitting model to feature number 697, F726 2022-10-19 04:12:32 INFO::Fitting model to feature number 698, F727 2022-10-19 04:12:32 INFO::Fitting model to feature number 699, F728 2022-10-19 04:12:32 INFO::Fitting model to feature number 700, F729 2022-10-19 04:12:32 INFO::Fitting model to feature number 701, F730 2022-10-19 04:12:32 INFO::Fitting model to feature number 702, F731 2022-10-19 04:12:32 INFO::Fitting model to feature number 703, F732 2022-10-19 04:12:32 INFO::Fitting model to feature number 704, F733 2022-10-19 04:12:32 INFO::Fitting model to feature number 705, F734 2022-10-19 04:12:32 INFO::Fitting model to feature number 706, F735 2022-10-19 04:12:32 INFO::Fitting model to feature number 707, F736 2022-10-19 04:12:32 INFO::Fitting model to feature number 708, F737 2022-10-19 04:12:32 INFO::Fitting model to feature number 709, F739 2022-10-19 04:12:32 INFO::Fitting model to feature number 710, F740 2022-10-19 04:12:32 INFO::Fitting model to feature number 711, F741 2022-10-19 04:12:32 INFO::Fitting model to feature number 712, F742 2022-10-19 04:12:32 INFO::Fitting model to feature number 713, F743 2022-10-19 04:12:32 INFO::Fitting model to feature number 714, F744 2022-10-19 04:12:32 INFO::Fitting model to feature number 715, F745 2022-10-19 04:12:32 INFO::Fitting model to feature number 716, F746 2022-10-19 04:12:32 INFO::Fitting model to feature number 717, F747 2022-10-19 04:12:32 INFO::Fitting model to feature number 718, F748 2022-10-19 04:12:32 INFO::Fitting model to feature number 719, F749 2022-10-19 04:12:32 INFO::Fitting model to feature number 720, F750 2022-10-19 04:12:32 INFO::Fitting model to feature number 721, F751 2022-10-19 04:12:32 INFO::Fitting model to feature number 722, F752 2022-10-19 04:12:32 INFO::Fitting model to feature number 723, F753 2022-10-19 04:12:32 INFO::Fitting model to feature number 724, F754 2022-10-19 04:12:32 INFO::Fitting model to feature number 725, F755 2022-10-19 04:12:32 INFO::Fitting model to feature number 726, F756 2022-10-19 04:12:32 INFO::Fitting model to feature number 727, F757 2022-10-19 04:12:32 INFO::Fitting model to feature number 728, F758 2022-10-19 04:12:32 INFO::Fitting model to feature number 729, F759 2022-10-19 04:12:32 INFO::Fitting model to feature number 730, F760 2022-10-19 04:12:32 INFO::Fitting model to feature number 731, F761 2022-10-19 04:12:32 INFO::Fitting model to feature number 732, F762 2022-10-19 04:12:32 INFO::Fitting model to feature number 733, F763 2022-10-19 04:12:32 INFO::Fitting model to feature number 734, F764 2022-10-19 04:12:32 INFO::Fitting model to feature number 735, F765 2022-10-19 04:12:32 INFO::Fitting model to feature number 736, F766 2022-10-19 04:12:32 INFO::Fitting model to feature number 737, F767 2022-10-19 04:12:32 INFO::Fitting model to feature number 738, F768 2022-10-19 04:12:32 INFO::Fitting model to feature number 739, F769 2022-10-19 04:12:32 INFO::Fitting model to feature number 740, F770 2022-10-19 04:12:32 INFO::Fitting model to feature number 741, F771 2022-10-19 04:12:32 INFO::Fitting model to feature number 742, F772 2022-10-19 04:12:33 INFO::Fitting model to feature number 743, F773 2022-10-19 04:12:33 INFO::Fitting model to feature number 744, F774 2022-10-19 04:12:33 INFO::Fitting model to feature number 745, F775 2022-10-19 04:12:33 INFO::Fitting model to feature number 746, F776 2022-10-19 04:12:33 INFO::Fitting model to feature number 747, F777 2022-10-19 04:12:33 INFO::Fitting model to feature number 748, F778 2022-10-19 04:12:33 INFO::Fitting model to feature number 749, F779 2022-10-19 04:12:33 INFO::Fitting model to feature number 750, F780 2022-10-19 04:12:33 INFO::Fitting model to feature number 751, F781 2022-10-19 04:12:33 INFO::Fitting model to feature number 752, F782 2022-10-19 04:12:33 INFO::Fitting model to feature number 753, F783 2022-10-19 04:12:33 INFO::Fitting model to feature number 754, F784 2022-10-19 04:12:33 INFO::Fitting model to feature number 755, F785 2022-10-19 04:12:33 INFO::Fitting model to feature number 756, F786 2022-10-19 04:12:33 INFO::Fitting model to feature number 757, F787 2022-10-19 04:12:33 INFO::Fitting model to feature number 758, F788 2022-10-19 04:12:33 INFO::Fitting model to feature number 759, F789 2022-10-19 04:12:33 INFO::Fitting model to feature number 760, F790 2022-10-19 04:12:33 INFO::Fitting model to feature number 761, F791 2022-10-19 04:12:33 INFO::Fitting model to feature number 762, F792 2022-10-19 04:12:33 INFO::Fitting model to feature number 763, F793 2022-10-19 04:12:33 INFO::Fitting model to feature number 764, F794 2022-10-19 04:12:33 INFO::Fitting model to feature number 765, F795 2022-10-19 04:12:33 INFO::Fitting model to feature number 766, F796 2022-10-19 04:12:33 INFO::Fitting model to feature number 767, F797 2022-10-19 04:12:33 INFO::Fitting model to feature number 768, F798 2022-10-19 04:12:33 INFO::Fitting model to feature number 769, F799 2022-10-19 04:12:33 INFO::Fitting model to feature number 770, F800 2022-10-19 04:12:33 INFO::Fitting model to feature number 771, F801 2022-10-19 04:12:33 INFO::Fitting model to feature number 772, F802 2022-10-19 04:12:33 INFO::Fitting model to feature number 773, F803 2022-10-19 04:12:33 INFO::Fitting model to feature number 774, F804 2022-10-19 04:12:33 INFO::Fitting model to feature number 775, F805 2022-10-19 04:12:33 INFO::Fitting model to feature number 776, F806 2022-10-19 04:12:33 INFO::Fitting model to feature number 777, F808 2022-10-19 04:12:33 INFO::Fitting model to feature number 778, F809 2022-10-19 04:12:33 INFO::Fitting model to feature number 779, F810 2022-10-19 04:12:33 INFO::Fitting model to feature number 780, F811 2022-10-19 04:12:33 INFO::Fitting model to feature number 781, F812 2022-10-19 04:12:33 INFO::Fitting model to feature number 782, F813 2022-10-19 04:12:33 INFO::Fitting model to feature number 783, F814 2022-10-19 04:12:33 INFO::Fitting model to feature number 784, F815 2022-10-19 04:12:33 INFO::Fitting model to feature number 785, F816 2022-10-19 04:12:33 INFO::Fitting model to feature number 786, F817 2022-10-19 04:12:33 INFO::Fitting model to feature number 787, F818 2022-10-19 04:12:33 INFO::Fitting model to feature number 788, F819 2022-10-19 04:12:33 INFO::Fitting model to feature number 789, F820 2022-10-19 04:12:33 INFO::Fitting model to feature number 790, F821 2022-10-19 04:12:33 INFO::Fitting model to feature number 791, F822 2022-10-19 04:12:33 INFO::Fitting model to feature number 792, F823 2022-10-19 04:12:33 INFO::Fitting model to feature number 793, F824 2022-10-19 04:12:33 INFO::Fitting model to feature number 794, F825 2022-10-19 04:12:33 INFO::Fitting model to feature number 795, F826 2022-10-19 04:12:33 INFO::Fitting model to feature number 796, F827 2022-10-19 04:12:33 INFO::Fitting model to feature number 797, F828 2022-10-19 04:12:33 INFO::Fitting model to feature number 798, F829 2022-10-19 04:12:33 INFO::Fitting model to feature number 799, F830 2022-10-19 04:12:33 INFO::Fitting model to feature number 800, F831 2022-10-19 04:12:33 INFO::Fitting model to feature number 801, F832 2022-10-19 04:12:33 INFO::Fitting model to feature number 802, F833 2022-10-19 04:12:33 INFO::Fitting model to feature number 803, F834 2022-10-19 04:12:33 INFO::Fitting model to feature number 804, F835 2022-10-19 04:12:33 INFO::Fitting model to feature number 805, F836 2022-10-19 04:12:33 INFO::Fitting model to feature number 806, F837 2022-10-19 04:12:33 INFO::Fitting model to feature number 807, F838 2022-10-19 04:12:33 INFO::Fitting model to feature number 808, F839 2022-10-19 04:12:33 INFO::Fitting model to feature number 809, F840 2022-10-19 04:12:33 INFO::Fitting model to feature number 810, F841 2022-10-19 04:12:33 INFO::Fitting model to feature number 811, F842 2022-10-19 04:12:33 INFO::Fitting model to feature number 812, F843 2022-10-19 04:12:33 INFO::Fitting model to feature number 813, F844 2022-10-19 04:12:33 INFO::Fitting model to feature number 814, F845 2022-10-19 04:12:33 INFO::Fitting model to feature number 815, F846 2022-10-19 04:12:33 INFO::Fitting model to feature number 816, F847 2022-10-19 04:12:33 INFO::Fitting model to feature number 817, F848 2022-10-19 04:12:33 INFO::Fitting model to feature number 818, F849 2022-10-19 04:12:33 INFO::Fitting model to feature number 819, F850 2022-10-19 04:12:33 INFO::Fitting model to feature number 820, F851 2022-10-19 04:12:33 INFO::Fitting model to feature number 821, F852 2022-10-19 04:12:33 INFO::Fitting model to feature number 822, F853 2022-10-19 04:12:33 INFO::Fitting model to feature number 823, F854 2022-10-19 04:12:33 INFO::Fitting model to feature number 824, F855 2022-10-19 04:12:33 INFO::Fitting model to feature number 825, F856 2022-10-19 04:12:33 INFO::Fitting model to feature number 826, F857 2022-10-19 04:12:33 INFO::Fitting model to feature number 827, F858 2022-10-19 04:12:33 INFO::Fitting model to feature number 828, F859 2022-10-19 04:12:33 INFO::Fitting model to feature number 829, F860 2022-10-19 04:12:33 INFO::Fitting model to feature number 830, F861 2022-10-19 04:12:33 INFO::Fitting model to feature number 831, F862 2022-10-19 04:12:33 INFO::Fitting model to feature number 832, F863 2022-10-19 04:12:33 INFO::Fitting model to feature number 833, F864 2022-10-19 04:12:33 INFO::Fitting model to feature number 834, F865 2022-10-19 04:12:33 INFO::Fitting model to feature number 835, F866 2022-10-19 04:12:33 INFO::Fitting model to feature number 836, F867 2022-10-19 04:12:33 INFO::Fitting model to feature number 837, F868 2022-10-19 04:12:33 INFO::Fitting model to feature number 838, F869 2022-10-19 04:12:33 INFO::Fitting model to feature number 839, F870 2022-10-19 04:12:33 INFO::Fitting model to feature number 840, F871 2022-10-19 04:12:33 INFO::Fitting model to feature number 841, F872 2022-10-19 04:12:33 INFO::Fitting model to feature number 842, F873 2022-10-19 04:12:33 INFO::Fitting model to feature number 843, F874 2022-10-19 04:12:33 INFO::Fitting model to feature number 844, F875 2022-10-19 04:12:33 INFO::Fitting model to feature number 845, F876 2022-10-19 04:12:33 INFO::Fitting model to feature number 846, F877 2022-10-19 04:12:33 INFO::Fitting model to feature number 847, F878 2022-10-19 04:12:33 INFO::Fitting model to feature number 848, F879 2022-10-19 04:12:33 INFO::Fitting model to feature number 849, F880 2022-10-19 04:12:34 INFO::Fitting model to feature number 850, F881 2022-10-19 04:12:34 INFO::Fitting model to feature number 851, F882 2022-10-19 04:12:34 INFO::Fitting model to feature number 852, F883 2022-10-19 04:12:34 INFO::Fitting model to feature number 853, F884 2022-10-19 04:12:34 INFO::Fitting model to feature number 854, F885 2022-10-19 04:12:34 INFO::Fitting model to feature number 855, F886 2022-10-19 04:12:34 INFO::Fitting model to feature number 856, F887 2022-10-19 04:12:34 INFO::Fitting model to feature number 857, F888 2022-10-19 04:12:34 INFO::Fitting model to feature number 858, F889 2022-10-19 04:12:34 INFO::Fitting model to feature number 859, F890 2022-10-19 04:12:34 INFO::Fitting model to feature number 860, F891 2022-10-19 04:12:34 INFO::Fitting model to feature number 861, F892 2022-10-19 04:12:34 INFO::Fitting model to feature number 862, F893 2022-10-19 04:12:34 INFO::Fitting model to feature number 863, F894 2022-10-19 04:12:34 INFO::Fitting model to feature number 864, F895 2022-10-19 04:12:34 INFO::Fitting model to feature number 865, F896 2022-10-19 04:12:34 INFO::Fitting model to feature number 866, F897 2022-10-19 04:12:34 INFO::Fitting model to feature number 867, F898 2022-10-19 04:12:34 INFO::Fitting model to feature number 868, F899 2022-10-19 04:12:34 INFO::Fitting model to feature number 869, F900 2022-10-19 04:12:34 INFO::Counting total values for each feature 2022-10-19 04:12:34 INFO::Writing residuals to file Macarron_output/maaslin2_results/residuals.rds 2022-10-19 04:12:34 INFO::Writing fitted values to file Macarron_output/maaslin2_results/fitted.rds 2022-10-19 04:12:35 INFO::Writing all results to file (ordered by increasing q-values): Macarron_output/maaslin2_results/all_results.tsv 2022-10-19 04:12:35 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 2022-10-19 04:12:35 INFO::Writing heatmap of significant results to file: Macarron_output/maaslin2_results/heatmap.pdf 2022-10-19 04:12:35 INFO::Writing all prioritized metabolites to file: Macarron_output/prioritized_metabolites_all.csv 2022-10-19 04:12:35 INFO::Writing characterizable prioritized metabolites to file: Macarron_output/prioritized_metabolites_characterizable.csv 2022-10-19 04:12:35 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 figures folder" 2022-10-19 04:12:53 INFO::Writing function arguments to log file 2022-10-19 04:12:53 INFO::Verifying options selected are valid 2022-10-19 04:12:53 INFO::Determining format of input files 2022-10-19 04:12:53 INFO::Input format is data samples as columns and metadata samples as rows 2022-10-19 04:12:53 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2022-10-19 04:12:53 INFO::Filter data based on min abundance and min prevalence 2022-10-19 04:12:53 INFO::Total samples in data: 102 2022-10-19 04:12:53 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2022-10-19 04:12:53 INFO::Total filtered features: 0 2022-10-19 04:12:53 INFO::Filtered feature names from abundance and prevalence filtering: 2022-10-19 04:12:53 INFO::Total filtered features with variance filtering: 0 2022-10-19 04:12:53 INFO::Filtered feature names from variance filtering: 2022-10-19 04:12:53 INFO::Running selected normalization method: NONE 2022-10-19 04:12:53 INFO::Applying z-score to standardize continuous metadata 2022-10-19 04:12:53 INFO::Running selected transform method: NONE 2022-10-19 04:12:53 INFO::Running selected analysis method: LM 2022-10-19 04:12:53 INFO::Fitting model to feature number 1, F1 2022-10-19 04:12:53 INFO::Fitting model to feature number 2, F2 2022-10-19 04:12:53 INFO::Fitting model to feature number 3, F3 2022-10-19 04:12:53 INFO::Fitting model to feature number 4, F4 2022-10-19 04:12:53 INFO::Fitting model to feature number 5, F5 2022-10-19 04:12:53 INFO::Fitting model to feature number 6, F6 2022-10-19 04:12:53 INFO::Fitting model to feature number 7, F7 2022-10-19 04:12:53 INFO::Fitting model to feature number 8, F8 2022-10-19 04:12:53 INFO::Fitting model to feature number 9, F9 2022-10-19 04:12:53 INFO::Fitting model to feature number 10, F10 2022-10-19 04:12:53 INFO::Fitting model to feature number 11, F11 2022-10-19 04:12:53 INFO::Fitting model to feature number 12, F12 2022-10-19 04:12:53 INFO::Fitting model to feature number 13, F13 2022-10-19 04:12:53 INFO::Fitting model to feature number 14, F14 2022-10-19 04:12:53 INFO::Fitting model to feature number 15, F15 2022-10-19 04:12:53 INFO::Fitting model to feature number 16, F16 2022-10-19 04:12:53 INFO::Fitting model to feature number 17, F17 2022-10-19 04:12:53 INFO::Fitting model to feature number 18, F18 2022-10-19 04:12:53 INFO::Fitting model to feature number 19, F19 2022-10-19 04:12:53 INFO::Fitting model to feature number 20, F20 2022-10-19 04:12:53 INFO::Fitting model to feature number 21, F21 2022-10-19 04:12:53 INFO::Fitting model to feature number 22, F22 2022-10-19 04:12:53 INFO::Fitting model to feature number 23, F23 2022-10-19 04:12:53 INFO::Fitting model to feature number 24, F24 2022-10-19 04:12:53 INFO::Fitting model to feature number 25, F25 2022-10-19 04:12:53 INFO::Fitting model to feature number 26, F26 2022-10-19 04:12:53 INFO::Fitting model to feature number 27, F27 2022-10-19 04:12:53 INFO::Fitting model to feature number 28, F28 2022-10-19 04:12:53 INFO::Fitting model to feature number 29, F29 2022-10-19 04:12:53 INFO::Fitting model to feature number 30, F30 2022-10-19 04:12:53 INFO::Fitting model to feature number 31, F31 2022-10-19 04:12:53 INFO::Fitting model to feature number 32, F32 2022-10-19 04:12:53 INFO::Fitting model to feature number 33, F33 2022-10-19 04:12:53 INFO::Fitting model to feature number 34, F34 2022-10-19 04:12:53 INFO::Fitting model to feature number 35, F35 2022-10-19 04:12:53 INFO::Fitting model to feature number 36, F36 2022-10-19 04:12:53 INFO::Fitting model to feature number 37, F37 2022-10-19 04:12:53 INFO::Fitting model to feature number 38, F38 2022-10-19 04:12:53 INFO::Fitting model to feature number 39, F39 2022-10-19 04:12:53 INFO::Fitting model to feature number 40, F40 2022-10-19 04:12:53 INFO::Fitting model to feature number 41, F41 2022-10-19 04:12:53 INFO::Fitting model to feature number 42, F43 2022-10-19 04:12:53 INFO::Fitting model to feature number 43, F44 2022-10-19 04:12:53 INFO::Fitting model to feature number 44, F45 2022-10-19 04:12:53 INFO::Fitting model to feature number 45, F46 2022-10-19 04:12:53 INFO::Fitting model to feature number 46, F47 2022-10-19 04:12:53 INFO::Fitting model to feature number 47, F48 2022-10-19 04:12:53 INFO::Fitting model to feature number 48, F49 2022-10-19 04:12:53 INFO::Fitting model to feature number 49, F50 2022-10-19 04:12:53 INFO::Fitting model to feature number 50, F51 2022-10-19 04:12:53 INFO::Fitting model to feature number 51, F52 2022-10-19 04:12:53 INFO::Fitting model to feature number 52, F53 2022-10-19 04:12:53 INFO::Fitting model to feature number 53, F54 2022-10-19 04:12:53 INFO::Fitting model to feature number 54, F55 2022-10-19 04:12:53 INFO::Fitting model to feature number 55, F56 2022-10-19 04:12:53 INFO::Fitting model to feature number 56, F57 2022-10-19 04:12:53 INFO::Fitting model to feature number 57, F58 2022-10-19 04:12:53 INFO::Fitting model to feature number 58, F59 2022-10-19 04:12:53 INFO::Fitting model to feature number 59, F60 2022-10-19 04:12:53 INFO::Fitting model to feature number 60, F63 2022-10-19 04:12:53 INFO::Fitting model to feature number 61, F64 2022-10-19 04:12:53 INFO::Fitting model to feature number 62, F65 2022-10-19 04:12:53 INFO::Fitting model to feature number 63, F66 2022-10-19 04:12:53 INFO::Fitting model to feature number 64, F67 2022-10-19 04:12:53 INFO::Fitting model to feature number 65, F68 2022-10-19 04:12:53 INFO::Fitting model to feature number 66, F69 2022-10-19 04:12:53 INFO::Fitting model to feature number 67, F70 2022-10-19 04:12:53 INFO::Fitting model to feature number 68, F71 2022-10-19 04:12:53 INFO::Fitting model to feature number 69, F72 2022-10-19 04:12:53 INFO::Fitting model to feature number 70, F73 2022-10-19 04:12:53 INFO::Fitting model to feature number 71, F74 2022-10-19 04:12:53 INFO::Fitting model to feature number 72, F76 2022-10-19 04:12:53 INFO::Fitting model to feature number 73, F77 2022-10-19 04:12:53 INFO::Fitting model to feature number 74, F78 2022-10-19 04:12:53 INFO::Fitting model to feature number 75, F79 2022-10-19 04:12:53 INFO::Fitting model to feature number 76, F80 2022-10-19 04:12:53 INFO::Fitting model to feature number 77, F81 2022-10-19 04:12:53 INFO::Fitting model to feature number 78, F82 2022-10-19 04:12:53 INFO::Fitting model to feature number 79, F83 2022-10-19 04:12:53 INFO::Fitting model to feature number 80, F84 2022-10-19 04:12:54 INFO::Fitting model to feature number 81, F85 2022-10-19 04:12:54 INFO::Fitting model to feature number 82, F86 2022-10-19 04:12:54 INFO::Fitting model to feature number 83, F87 2022-10-19 04:12:54 INFO::Fitting model to feature number 84, F88 2022-10-19 04:12:54 INFO::Fitting model to feature number 85, F89 2022-10-19 04:12:54 INFO::Fitting model to feature number 86, F90 2022-10-19 04:12:54 INFO::Fitting model to feature number 87, F91 2022-10-19 04:12:54 INFO::Fitting model to feature number 88, F92 2022-10-19 04:12:54 INFO::Fitting model to feature number 89, F93 2022-10-19 04:12:54 INFO::Fitting model to feature number 90, F94 2022-10-19 04:12:54 INFO::Fitting model to feature number 91, F95 2022-10-19 04:12:54 INFO::Fitting model to feature number 92, F96 2022-10-19 04:12:54 INFO::Fitting model to feature number 93, F97 2022-10-19 04:12:54 INFO::Fitting model to feature number 94, F98 2022-10-19 04:12:54 INFO::Fitting model to feature number 95, F99 2022-10-19 04:12:54 INFO::Fitting model to feature number 96, F100 2022-10-19 04:12:54 INFO::Fitting model to feature number 97, F101 2022-10-19 04:12:54 INFO::Fitting model to feature number 98, F102 2022-10-19 04:12:54 INFO::Fitting model to feature number 99, F103 2022-10-19 04:12:54 INFO::Fitting model to feature number 100, F104 2022-10-19 04:12:54 INFO::Fitting model to feature number 101, F105 2022-10-19 04:12:54 INFO::Fitting model to feature number 102, F106 2022-10-19 04:12:54 INFO::Fitting model to feature number 103, F107 2022-10-19 04:12:54 INFO::Fitting model to feature number 104, F108 2022-10-19 04:12:54 INFO::Fitting model to feature number 105, F109 2022-10-19 04:12:54 INFO::Fitting model to feature number 106, F110 2022-10-19 04:12:54 INFO::Fitting model to feature number 107, F111 2022-10-19 04:12:54 INFO::Fitting model to feature number 108, F112 2022-10-19 04:12:54 INFO::Fitting model to feature number 109, F113 2022-10-19 04:12:54 INFO::Fitting model to feature number 110, F114 2022-10-19 04:12:54 INFO::Fitting model to feature number 111, F115 2022-10-19 04:12:54 INFO::Fitting model to feature number 112, F117 2022-10-19 04:12:54 INFO::Fitting model to feature number 113, F118 2022-10-19 04:12:54 INFO::Fitting model to feature number 114, F119 2022-10-19 04:12:54 INFO::Fitting model to feature number 115, F120 2022-10-19 04:12:54 INFO::Fitting model to feature number 116, F121 2022-10-19 04:12:54 INFO::Fitting model to feature number 117, F122 2022-10-19 04:12:54 INFO::Fitting model to feature number 118, F123 2022-10-19 04:12:54 INFO::Fitting model to feature number 119, F124 2022-10-19 04:12:54 INFO::Fitting model to feature number 120, F125 2022-10-19 04:12:54 INFO::Fitting model to feature number 121, F126 2022-10-19 04:12:54 INFO::Fitting model to feature number 122, F127 2022-10-19 04:12:54 INFO::Fitting model to feature number 123, F128 2022-10-19 04:12:54 INFO::Fitting model to feature number 124, F129 2022-10-19 04:12:54 INFO::Fitting model to feature number 125, F130 2022-10-19 04:12:54 INFO::Fitting model to feature number 126, F131 2022-10-19 04:12:54 INFO::Fitting model to feature number 127, F132 2022-10-19 04:12:54 INFO::Fitting model to feature number 128, F133 2022-10-19 04:12:54 INFO::Fitting model to feature number 129, F134 2022-10-19 04:12:54 INFO::Fitting model to feature number 130, F135 2022-10-19 04:12:54 INFO::Fitting model to feature number 131, F136 2022-10-19 04:12:54 INFO::Fitting model to feature number 132, F137 2022-10-19 04:12:54 INFO::Fitting model to feature number 133, F138 2022-10-19 04:12:54 INFO::Fitting model to feature number 134, F139 2022-10-19 04:12:54 INFO::Fitting model to feature number 135, F140 2022-10-19 04:12:54 INFO::Fitting model to feature number 136, F141 2022-10-19 04:12:54 INFO::Fitting model to feature number 137, F142 2022-10-19 04:12:54 INFO::Fitting model to feature number 138, F143 2022-10-19 04:12:54 INFO::Fitting model to feature number 139, F144 2022-10-19 04:12:54 INFO::Fitting model to feature number 140, F145 2022-10-19 04:12:54 INFO::Fitting model to feature number 141, F146 2022-10-19 04:12:54 INFO::Fitting model to feature number 142, F147 2022-10-19 04:12:54 INFO::Fitting model to feature number 143, F148 2022-10-19 04:12:54 INFO::Fitting model to feature number 144, F149 2022-10-19 04:12:54 INFO::Fitting model to feature number 145, F150 2022-10-19 04:12:54 INFO::Fitting model to feature number 146, F152 2022-10-19 04:12:54 INFO::Fitting model to feature number 147, F153 2022-10-19 04:12:54 INFO::Fitting model to feature number 148, F154 2022-10-19 04:12:54 INFO::Fitting model to feature number 149, F155 2022-10-19 04:12:54 INFO::Fitting model to feature number 150, F156 2022-10-19 04:12:54 INFO::Fitting model to feature number 151, F157 2022-10-19 04:12:54 INFO::Fitting model to feature number 152, F158 2022-10-19 04:12:54 INFO::Fitting model to feature number 153, F159 2022-10-19 04:12:54 INFO::Fitting model to feature number 154, F160 2022-10-19 04:12:54 INFO::Fitting model to feature number 155, F161 2022-10-19 04:12:54 INFO::Fitting model to feature number 156, F162 2022-10-19 04:12:54 INFO::Fitting model to feature number 157, F163 2022-10-19 04:12:54 INFO::Fitting model to feature number 158, F164 2022-10-19 04:12:54 INFO::Fitting model to feature number 159, F165 2022-10-19 04:12:54 INFO::Fitting model to feature number 160, F166 2022-10-19 04:12:54 INFO::Fitting model to feature number 161, F167 2022-10-19 04:12:54 INFO::Fitting model to feature number 162, F168 2022-10-19 04:12:54 INFO::Fitting model to feature number 163, F169 2022-10-19 04:12:54 INFO::Fitting model to feature number 164, F170 2022-10-19 04:12:54 INFO::Fitting model to feature number 165, F171 2022-10-19 04:12:54 INFO::Fitting model to feature number 166, F172 2022-10-19 04:12:54 INFO::Fitting model to feature number 167, F173 2022-10-19 04:12:54 INFO::Fitting model to feature number 168, F174 2022-10-19 04:12:54 INFO::Fitting model to feature number 169, F175 2022-10-19 04:12:54 INFO::Fitting model to feature number 170, F176 2022-10-19 04:12:54 INFO::Fitting model to feature number 171, F177 2022-10-19 04:12:54 INFO::Fitting model to feature number 172, F178 2022-10-19 04:12:54 INFO::Fitting model to feature number 173, F179 2022-10-19 04:12:54 INFO::Fitting model to feature number 174, F180 2022-10-19 04:12:54 INFO::Fitting model to feature number 175, F181 2022-10-19 04:12:54 INFO::Fitting model to feature number 176, F182 2022-10-19 04:12:54 INFO::Fitting model to feature number 177, F183 2022-10-19 04:12:54 INFO::Fitting model to feature number 178, F184 2022-10-19 04:12:54 INFO::Fitting model to feature number 179, F185 2022-10-19 04:12:54 INFO::Fitting model to feature number 180, F186 2022-10-19 04:12:54 INFO::Fitting model to feature number 181, F187 2022-10-19 04:12:54 INFO::Fitting model to feature number 182, F188 2022-10-19 04:12:54 INFO::Fitting model to feature number 183, F189 2022-10-19 04:12:54 INFO::Fitting model to feature number 184, F190 2022-10-19 04:12:54 INFO::Fitting model to feature number 185, F191 2022-10-19 04:12:54 INFO::Fitting model to feature number 186, F192 2022-10-19 04:12:54 INFO::Fitting model to feature number 187, F193 2022-10-19 04:12:54 INFO::Fitting model to feature number 188, F194 2022-10-19 04:12:54 INFO::Fitting model to feature number 189, F195 2022-10-19 04:12:54 INFO::Fitting model to feature number 190, F196 2022-10-19 04:12:54 INFO::Fitting model to feature number 191, F197 2022-10-19 04:12:55 INFO::Fitting model to feature number 192, F198 2022-10-19 04:12:55 INFO::Fitting model to feature number 193, F199 2022-10-19 04:12:55 INFO::Fitting model to feature number 194, F200 2022-10-19 04:12:55 INFO::Fitting model to feature number 195, F201 2022-10-19 04:12:55 INFO::Fitting model to feature number 196, F202 2022-10-19 04:12:55 INFO::Fitting model to feature number 197, F203 2022-10-19 04:12:55 INFO::Fitting model to feature number 198, F204 2022-10-19 04:12:55 INFO::Fitting model to feature number 199, F206 2022-10-19 04:12:55 INFO::Fitting model to feature number 200, F207 2022-10-19 04:12:55 INFO::Fitting model to feature number 201, F208 2022-10-19 04:12:55 INFO::Fitting model to feature number 202, F209 2022-10-19 04:12:55 INFO::Fitting model to feature number 203, F210 2022-10-19 04:12:55 INFO::Fitting model to feature number 204, F211 2022-10-19 04:12:55 INFO::Fitting model to feature number 205, F212 2022-10-19 04:12:55 INFO::Fitting model to feature number 206, F213 2022-10-19 04:12:55 INFO::Fitting model to feature number 207, F214 2022-10-19 04:12:55 INFO::Fitting model to feature number 208, F215 2022-10-19 04:12:55 INFO::Fitting model to feature number 209, F216 2022-10-19 04:12:55 INFO::Fitting model to feature number 210, F217 2022-10-19 04:12:55 INFO::Fitting model to feature number 211, F218 2022-10-19 04:12:55 INFO::Fitting model to feature number 212, F219 2022-10-19 04:12:55 INFO::Fitting model to feature number 213, F220 2022-10-19 04:12:55 INFO::Fitting model to feature number 214, F221 2022-10-19 04:12:55 INFO::Fitting model to feature number 215, F222 2022-10-19 04:12:55 INFO::Fitting model to feature number 216, F223 2022-10-19 04:12:55 INFO::Fitting model to feature number 217, F224 2022-10-19 04:12:55 INFO::Fitting model to feature number 218, F225 2022-10-19 04:12:55 INFO::Fitting model to feature number 219, F226 2022-10-19 04:12:55 INFO::Fitting model to feature number 220, F227 2022-10-19 04:12:55 INFO::Fitting model to feature number 221, F228 2022-10-19 04:12:55 INFO::Fitting model to feature number 222, F229 2022-10-19 04:12:55 INFO::Fitting model to feature number 223, F230 2022-10-19 04:12:55 INFO::Fitting model to feature number 224, F231 2022-10-19 04:12:55 INFO::Fitting model to feature number 225, F232 2022-10-19 04:12:55 INFO::Fitting model to feature number 226, F233 2022-10-19 04:12:55 INFO::Fitting model to feature number 227, F234 2022-10-19 04:12:55 INFO::Fitting model to feature number 228, F235 2022-10-19 04:12:55 INFO::Fitting model to feature number 229, F236 2022-10-19 04:12:55 INFO::Fitting model to feature number 230, F237 2022-10-19 04:12:55 INFO::Fitting model to feature number 231, F238 2022-10-19 04:12:55 INFO::Fitting model to feature number 232, F239 2022-10-19 04:12:55 INFO::Fitting model to feature number 233, F240 2022-10-19 04:12:55 INFO::Fitting model to feature number 234, F241 2022-10-19 04:12:55 INFO::Fitting model to feature number 235, F242 2022-10-19 04:12:55 INFO::Fitting model to feature number 236, F243 2022-10-19 04:12:55 INFO::Fitting model to feature number 237, F244 2022-10-19 04:12:55 INFO::Fitting model to feature number 238, F245 2022-10-19 04:12:55 INFO::Fitting model to feature number 239, F246 2022-10-19 04:12:55 INFO::Fitting model to feature number 240, F247 2022-10-19 04:12:55 INFO::Fitting model to feature number 241, F248 2022-10-19 04:12:55 INFO::Fitting model to feature number 242, F249 2022-10-19 04:12:55 INFO::Fitting model to feature number 243, F250 2022-10-19 04:12:55 INFO::Fitting model to feature number 244, F252 2022-10-19 04:12:55 INFO::Fitting model to feature number 245, F253 2022-10-19 04:12:55 INFO::Fitting model to feature number 246, F254 2022-10-19 04:12:55 INFO::Fitting model to feature number 247, F255 2022-10-19 04:12:55 INFO::Fitting model to feature number 248, F256 2022-10-19 04:12:55 INFO::Fitting model to feature number 249, F257 2022-10-19 04:12:55 INFO::Fitting model to feature number 250, F259 2022-10-19 04:12:55 INFO::Fitting model to feature number 251, F260 2022-10-19 04:12:55 INFO::Fitting model to feature number 252, F261 2022-10-19 04:12:55 INFO::Fitting model to feature number 253, F262 2022-10-19 04:12:55 INFO::Fitting model to feature number 254, F263 2022-10-19 04:12:55 INFO::Fitting model to feature number 255, F264 2022-10-19 04:12:55 INFO::Fitting model to feature number 256, F265 2022-10-19 04:12:55 INFO::Fitting model to feature number 257, F266 2022-10-19 04:12:55 INFO::Fitting model to feature number 258, F267 2022-10-19 04:12:55 INFO::Fitting model to feature number 259, F269 2022-10-19 04:12:55 INFO::Fitting model to feature number 260, F270 2022-10-19 04:12:55 INFO::Fitting model to feature number 261, F271 2022-10-19 04:12:55 INFO::Fitting model to feature number 262, F272 2022-10-19 04:12:55 INFO::Fitting model to feature number 263, F273 2022-10-19 04:12:55 INFO::Fitting model to feature number 264, F274 2022-10-19 04:12:55 INFO::Fitting model to feature number 265, F276 2022-10-19 04:12:55 INFO::Fitting model to feature number 266, F277 2022-10-19 04:12:55 INFO::Fitting model to feature number 267, F278 2022-10-19 04:12:55 INFO::Fitting model to feature number 268, F279 2022-10-19 04:12:55 INFO::Fitting model to feature number 269, F280 2022-10-19 04:12:55 INFO::Fitting model to feature number 270, F281 2022-10-19 04:12:55 INFO::Fitting model to feature number 271, F282 2022-10-19 04:12:55 INFO::Fitting model to feature number 272, F283 2022-10-19 04:12:55 INFO::Fitting model to feature number 273, F284 2022-10-19 04:12:55 INFO::Fitting model to feature number 274, F285 2022-10-19 04:12:55 INFO::Fitting model to feature number 275, F286 2022-10-19 04:12:55 INFO::Fitting model to feature number 276, F287 2022-10-19 04:12:55 INFO::Fitting model to feature number 277, F288 2022-10-19 04:12:55 INFO::Fitting model to feature number 278, F289 2022-10-19 04:12:55 INFO::Fitting model to feature number 279, F290 2022-10-19 04:12:55 INFO::Fitting model to feature number 280, F292 2022-10-19 04:12:55 INFO::Fitting model to feature number 281, F293 2022-10-19 04:12:55 INFO::Fitting model to feature number 282, F294 2022-10-19 04:12:55 INFO::Fitting model to feature number 283, F295 2022-10-19 04:12:55 INFO::Fitting model to feature number 284, F296 2022-10-19 04:12:55 INFO::Fitting model to feature number 285, F297 2022-10-19 04:12:55 INFO::Fitting model to feature number 286, F298 2022-10-19 04:12:55 INFO::Fitting model to feature number 287, F299 2022-10-19 04:12:55 INFO::Fitting model to feature number 288, F300 2022-10-19 04:12:55 INFO::Fitting model to feature number 289, F301 2022-10-19 04:12:55 INFO::Fitting model to feature number 290, F302 2022-10-19 04:12:55 INFO::Fitting model to feature number 291, F303 2022-10-19 04:12:55 INFO::Fitting model to feature number 292, F304 2022-10-19 04:12:55 INFO::Fitting model to feature number 293, F305 2022-10-19 04:12:55 INFO::Fitting model to feature number 294, F306 2022-10-19 04:12:55 INFO::Fitting model to feature number 295, F307 2022-10-19 04:12:55 INFO::Fitting model to feature number 296, F308 2022-10-19 04:12:55 INFO::Fitting model to feature number 297, F309 2022-10-19 04:12:55 INFO::Fitting model to feature number 298, F310 2022-10-19 04:12:55 INFO::Fitting model to feature number 299, F311 2022-10-19 04:12:55 INFO::Fitting model to feature number 300, F312 2022-10-19 04:12:55 INFO::Fitting model to feature number 301, F313 2022-10-19 04:12:55 INFO::Fitting model to feature number 302, F315 2022-10-19 04:12:56 INFO::Fitting model to feature number 303, F316 2022-10-19 04:12:56 INFO::Fitting model to feature number 304, F317 2022-10-19 04:12:56 INFO::Fitting model to feature number 305, F318 2022-10-19 04:12:56 INFO::Fitting model to feature number 306, F319 2022-10-19 04:12:56 INFO::Fitting model to feature number 307, F320 2022-10-19 04:12:56 INFO::Fitting model to feature number 308, F321 2022-10-19 04:12:56 INFO::Fitting model to feature number 309, F322 2022-10-19 04:12:56 INFO::Fitting model to feature number 310, F323 2022-10-19 04:12:56 INFO::Fitting model to feature number 311, F324 2022-10-19 04:12:56 INFO::Fitting model to feature number 312, F325 2022-10-19 04:12:56 INFO::Fitting model to feature number 313, F326 2022-10-19 04:12:56 INFO::Fitting model to feature number 314, F327 2022-10-19 04:12:56 INFO::Fitting model to feature number 315, F328 2022-10-19 04:12:56 INFO::Fitting model to feature number 316, F329 2022-10-19 04:12:56 INFO::Fitting model to feature number 317, F330 2022-10-19 04:12:56 INFO::Fitting model to feature number 318, F331 2022-10-19 04:12:56 INFO::Fitting model to feature number 319, F332 2022-10-19 04:12:56 INFO::Fitting model to feature number 320, F333 2022-10-19 04:12:56 INFO::Fitting model to feature number 321, F334 2022-10-19 04:12:56 INFO::Fitting model to feature number 322, F335 2022-10-19 04:12:56 INFO::Fitting model to feature number 323, F336 2022-10-19 04:12:56 INFO::Fitting model to feature number 324, F337 2022-10-19 04:12:56 INFO::Fitting model to feature number 325, F338 2022-10-19 04:12:56 INFO::Fitting model to feature number 326, F339 2022-10-19 04:12:56 INFO::Fitting model to feature number 327, F340 2022-10-19 04:12:56 INFO::Fitting model to feature number 328, F342 2022-10-19 04:12:56 INFO::Fitting model to feature number 329, F343 2022-10-19 04:12:56 INFO::Fitting model to feature number 330, F344 2022-10-19 04:12:56 INFO::Fitting model to feature number 331, F345 2022-10-19 04:12:56 INFO::Fitting model to feature number 332, F346 2022-10-19 04:12:56 INFO::Fitting model to feature number 333, F347 2022-10-19 04:12:56 INFO::Fitting model to feature number 334, F348 2022-10-19 04:12:56 INFO::Fitting model to feature number 335, F350 2022-10-19 04:12:56 INFO::Fitting model to feature number 336, F351 2022-10-19 04:12:56 INFO::Fitting model to feature number 337, F352 2022-10-19 04:12:56 INFO::Fitting model to feature number 338, F353 2022-10-19 04:12:56 INFO::Fitting model to feature number 339, F355 2022-10-19 04:12:56 INFO::Fitting model to feature number 340, F356 2022-10-19 04:12:56 INFO::Fitting model to feature number 341, F357 2022-10-19 04:12:56 INFO::Fitting model to feature number 342, F358 2022-10-19 04:12:56 INFO::Fitting model to feature number 343, F359 2022-10-19 04:12:56 INFO::Fitting model to feature number 344, F360 2022-10-19 04:12:56 INFO::Fitting model to feature number 345, F361 2022-10-19 04:12:56 INFO::Fitting model to feature number 346, F362 2022-10-19 04:12:56 INFO::Fitting model to feature number 347, F363 2022-10-19 04:12:56 INFO::Fitting model to feature number 348, F364 2022-10-19 04:12:56 INFO::Fitting model to feature number 349, F365 2022-10-19 04:12:56 INFO::Fitting model to feature number 350, F366 2022-10-19 04:12:56 INFO::Fitting model to feature number 351, F367 2022-10-19 04:12:56 INFO::Fitting model to feature number 352, F368 2022-10-19 04:12:56 INFO::Fitting model to feature number 353, F369 2022-10-19 04:12:56 INFO::Fitting model to feature number 354, F370 2022-10-19 04:12:56 INFO::Fitting model to feature number 355, F371 2022-10-19 04:12:56 INFO::Fitting model to feature number 356, F372 2022-10-19 04:12:56 INFO::Fitting model to feature number 357, F373 2022-10-19 04:12:56 INFO::Fitting model to feature number 358, F374 2022-10-19 04:12:56 INFO::Fitting model to feature number 359, F375 2022-10-19 04:12:56 INFO::Fitting model to feature number 360, F376 2022-10-19 04:12:56 INFO::Fitting model to feature number 361, F377 2022-10-19 04:12:56 INFO::Fitting model to feature number 362, F378 2022-10-19 04:12:56 INFO::Fitting model to feature number 363, F379 2022-10-19 04:12:56 INFO::Fitting model to feature number 364, F380 2022-10-19 04:12:56 INFO::Fitting model to feature number 365, F381 2022-10-19 04:12:56 INFO::Fitting model to feature number 366, F382 2022-10-19 04:12:56 INFO::Fitting model to feature number 367, F383 2022-10-19 04:12:56 INFO::Fitting model to feature number 368, F384 2022-10-19 04:12:56 INFO::Fitting model to feature number 369, F386 2022-10-19 04:12:56 INFO::Fitting model to feature number 370, F387 2022-10-19 04:12:56 INFO::Fitting model to feature number 371, F388 2022-10-19 04:12:56 INFO::Fitting model to feature number 372, F389 2022-10-19 04:12:56 INFO::Fitting model to feature number 373, F390 2022-10-19 04:12:56 INFO::Fitting model to feature number 374, F391 2022-10-19 04:12:56 INFO::Fitting model to feature number 375, F392 2022-10-19 04:12:56 INFO::Fitting model to feature number 376, F393 2022-10-19 04:12:56 INFO::Fitting model to feature number 377, F394 2022-10-19 04:12:56 INFO::Fitting model to feature number 378, F395 2022-10-19 04:12:56 INFO::Fitting model to feature number 379, F396 2022-10-19 04:12:56 INFO::Fitting model to feature number 380, F397 2022-10-19 04:12:56 INFO::Fitting model to feature number 381, F398 2022-10-19 04:12:56 INFO::Fitting model to feature number 382, F399 2022-10-19 04:12:56 INFO::Fitting model to feature number 383, F400 2022-10-19 04:12:56 INFO::Fitting model to feature number 384, F401 2022-10-19 04:12:56 INFO::Fitting model to feature number 385, F402 2022-10-19 04:12:56 INFO::Fitting model to feature number 386, F403 2022-10-19 04:12:56 INFO::Fitting model to feature number 387, F404 2022-10-19 04:12:56 INFO::Fitting model to feature number 388, F406 2022-10-19 04:12:56 INFO::Fitting model to feature number 389, F407 2022-10-19 04:12:56 INFO::Fitting model to feature number 390, F408 2022-10-19 04:12:56 INFO::Fitting model to feature number 391, F409 2022-10-19 04:12:56 INFO::Fitting model to feature number 392, F410 2022-10-19 04:12:56 INFO::Fitting model to feature number 393, F411 2022-10-19 04:12:56 INFO::Fitting model to feature number 394, F412 2022-10-19 04:12:56 INFO::Fitting model to feature number 395, F413 2022-10-19 04:12:56 INFO::Fitting model to feature number 396, F414 2022-10-19 04:12:56 INFO::Fitting model to feature number 397, F415 2022-10-19 04:12:56 INFO::Fitting model to feature number 398, F416 2022-10-19 04:12:56 INFO::Fitting model to feature number 399, F417 2022-10-19 04:12:56 INFO::Fitting model to feature number 400, F418 2022-10-19 04:12:56 INFO::Fitting model to feature number 401, F419 2022-10-19 04:12:56 INFO::Fitting model to feature number 402, F420 2022-10-19 04:12:56 INFO::Fitting model to feature number 403, F421 2022-10-19 04:12:56 INFO::Fitting model to feature number 404, F422 2022-10-19 04:12:56 INFO::Fitting model to feature number 405, F423 2022-10-19 04:12:56 INFO::Fitting model to feature number 406, F425 2022-10-19 04:12:56 INFO::Fitting model to feature number 407, F426 2022-10-19 04:12:56 INFO::Fitting model to feature number 408, F428 2022-10-19 04:12:56 INFO::Fitting model to feature number 409, F429 2022-10-19 04:12:56 INFO::Fitting model to feature number 410, F430 2022-10-19 04:12:56 INFO::Fitting model to feature number 411, F431 2022-10-19 04:12:56 INFO::Fitting model to feature number 412, F432 2022-10-19 04:12:56 INFO::Fitting model to feature number 413, F433 2022-10-19 04:12:56 INFO::Fitting model to feature number 414, F434 2022-10-19 04:12:56 INFO::Fitting model to feature number 415, F435 2022-10-19 04:12:57 INFO::Fitting model to feature number 416, F436 2022-10-19 04:12:57 INFO::Fitting model to feature number 417, F437 2022-10-19 04:12:57 INFO::Fitting model to feature number 418, F438 2022-10-19 04:12:57 INFO::Fitting model to feature number 419, F439 2022-10-19 04:12:57 INFO::Fitting model to feature number 420, F440 2022-10-19 04:12:57 INFO::Fitting model to feature number 421, F441 2022-10-19 04:12:57 INFO::Fitting model to feature number 422, F442 2022-10-19 04:12:57 INFO::Fitting model to feature number 423, F443 2022-10-19 04:12:57 INFO::Fitting model to feature number 424, F444 2022-10-19 04:12:57 INFO::Fitting model to feature number 425, F445 2022-10-19 04:12:57 INFO::Fitting model to feature number 426, F446 2022-10-19 04:12:57 INFO::Fitting model to feature number 427, F447 2022-10-19 04:12:57 INFO::Fitting model to feature number 428, F448 2022-10-19 04:12:57 INFO::Fitting model to feature number 429, F449 2022-10-19 04:12:57 INFO::Fitting model to feature number 430, F450 2022-10-19 04:12:57 INFO::Fitting model to feature number 431, F451 2022-10-19 04:12:57 INFO::Fitting model to feature number 432, F452 2022-10-19 04:12:57 INFO::Fitting model to feature number 433, F454 2022-10-19 04:12:57 INFO::Fitting model to feature number 434, F455 2022-10-19 04:12:57 INFO::Fitting model to feature number 435, F456 2022-10-19 04:12:57 INFO::Fitting model to feature number 436, F457 2022-10-19 04:12:57 INFO::Fitting model to feature number 437, F458 2022-10-19 04:12:57 INFO::Fitting model to feature number 438, F459 2022-10-19 04:12:57 INFO::Fitting model to feature number 439, F461 2022-10-19 04:12:57 INFO::Fitting model to feature number 440, F462 2022-10-19 04:12:57 INFO::Fitting model to feature number 441, F463 2022-10-19 04:12:57 INFO::Fitting model to feature number 442, F464 2022-10-19 04:12:57 INFO::Fitting model to feature number 443, F465 2022-10-19 04:12:57 INFO::Fitting model to feature number 444, F466 2022-10-19 04:12:57 INFO::Fitting model to feature number 445, F467 2022-10-19 04:12:57 INFO::Fitting model to feature number 446, F468 2022-10-19 04:12:57 INFO::Fitting model to feature number 447, F469 2022-10-19 04:12:57 INFO::Fitting model to feature number 448, F470 2022-10-19 04:12:57 INFO::Fitting model to feature number 449, F471 2022-10-19 04:12:57 INFO::Fitting model to feature number 450, F474 2022-10-19 04:12:57 INFO::Fitting model to feature number 451, F475 2022-10-19 04:12:57 INFO::Fitting model to feature number 452, F476 2022-10-19 04:12:57 INFO::Fitting model to feature number 453, F477 2022-10-19 04:12:57 INFO::Fitting model to feature number 454, F478 2022-10-19 04:12:57 INFO::Fitting model to feature number 455, F479 2022-10-19 04:12:57 INFO::Fitting model to feature number 456, F480 2022-10-19 04:12:57 INFO::Fitting model to feature number 457, F481 2022-10-19 04:12:57 INFO::Fitting model to feature number 458, F482 2022-10-19 04:12:57 INFO::Fitting model to feature number 459, F483 2022-10-19 04:12:57 INFO::Fitting model to feature number 460, F484 2022-10-19 04:12:57 INFO::Fitting model to feature number 461, F485 2022-10-19 04:12:57 INFO::Fitting model to feature number 462, F486 2022-10-19 04:12:57 INFO::Fitting model to feature number 463, F487 2022-10-19 04:12:57 INFO::Fitting model to feature number 464, F488 2022-10-19 04:12:57 INFO::Fitting model to feature number 465, F489 2022-10-19 04:12:57 INFO::Fitting model to feature number 466, F490 2022-10-19 04:12:57 INFO::Fitting model to feature number 467, F491 2022-10-19 04:12:57 INFO::Fitting model to feature number 468, F492 2022-10-19 04:12:57 INFO::Fitting model to feature number 469, F493 2022-10-19 04:12:57 INFO::Fitting model to feature number 470, F494 2022-10-19 04:12:57 INFO::Fitting model to feature number 471, F495 2022-10-19 04:12:57 INFO::Fitting model to feature number 472, F496 2022-10-19 04:12:57 INFO::Fitting model to feature number 473, F497 2022-10-19 04:12:57 INFO::Fitting model to feature number 474, F498 2022-10-19 04:12:57 INFO::Fitting model to feature number 475, F499 2022-10-19 04:12:57 INFO::Fitting model to feature number 476, F500 2022-10-19 04:12:57 INFO::Fitting model to feature number 477, F501 2022-10-19 04:12:57 INFO::Fitting model to feature number 478, F502 2022-10-19 04:12:57 INFO::Fitting model to feature number 479, F503 2022-10-19 04:12:57 INFO::Fitting model to feature number 480, F504 2022-10-19 04:12:57 INFO::Fitting model to feature number 481, F505 2022-10-19 04:12:57 INFO::Fitting model to feature number 482, F506 2022-10-19 04:12:57 INFO::Fitting model to feature number 483, F507 2022-10-19 04:12:57 INFO::Fitting model to feature number 484, F508 2022-10-19 04:12:57 INFO::Fitting model to feature number 485, F509 2022-10-19 04:12:57 INFO::Fitting model to feature number 486, F510 2022-10-19 04:12:57 INFO::Fitting model to feature number 487, F511 2022-10-19 04:12:57 INFO::Fitting model to feature number 488, F512 2022-10-19 04:12:57 INFO::Fitting model to feature number 489, F513 2022-10-19 04:12:57 INFO::Fitting model to feature number 490, F514 2022-10-19 04:12:57 INFO::Fitting model to feature number 491, F515 2022-10-19 04:12:57 INFO::Fitting model to feature number 492, F516 2022-10-19 04:12:57 INFO::Fitting model to feature number 493, F517 2022-10-19 04:12:57 INFO::Fitting model to feature number 494, F518 2022-10-19 04:12:57 INFO::Fitting model to feature number 495, F519 2022-10-19 04:12:57 INFO::Fitting model to feature number 496, F520 2022-10-19 04:12:57 INFO::Fitting model to feature number 497, F521 2022-10-19 04:12:57 INFO::Fitting model to feature number 498, F522 2022-10-19 04:12:57 INFO::Fitting model to feature number 499, F523 2022-10-19 04:12:57 INFO::Fitting model to feature number 500, F524 2022-10-19 04:12:57 INFO::Fitting model to feature number 501, F525 2022-10-19 04:12:57 INFO::Fitting model to feature number 502, F526 2022-10-19 04:12:57 INFO::Fitting model to feature number 503, F527 2022-10-19 04:12:57 INFO::Fitting model to feature number 504, F528 2022-10-19 04:12:57 INFO::Fitting model to feature number 505, F529 2022-10-19 04:12:57 INFO::Fitting model to feature number 506, F530 2022-10-19 04:12:57 INFO::Fitting model to feature number 507, F531 2022-10-19 04:12:57 INFO::Fitting model to feature number 508, F532 2022-10-19 04:12:57 INFO::Fitting model to feature number 509, F533 2022-10-19 04:12:57 INFO::Fitting model to feature number 510, F534 2022-10-19 04:12:57 INFO::Fitting model to feature number 511, F535 2022-10-19 04:12:57 INFO::Fitting model to feature number 512, F536 2022-10-19 04:12:57 INFO::Fitting model to feature number 513, F537 2022-10-19 04:12:57 INFO::Fitting model to feature number 514, F539 2022-10-19 04:12:57 INFO::Fitting model to feature number 515, F540 2022-10-19 04:12:57 INFO::Fitting model to feature number 516, F541 2022-10-19 04:12:57 INFO::Fitting model to feature number 517, F543 2022-10-19 04:12:57 INFO::Fitting model to feature number 518, F544 2022-10-19 04:12:57 INFO::Fitting model to feature number 519, F545 2022-10-19 04:12:57 INFO::Fitting model to feature number 520, F546 2022-10-19 04:12:57 INFO::Fitting model to feature number 521, F547 2022-10-19 04:12:57 INFO::Fitting model to feature number 522, F548 2022-10-19 04:12:58 INFO::Fitting model to feature number 523, F549 2022-10-19 04:12:58 INFO::Fitting model to feature number 524, F550 2022-10-19 04:12:58 INFO::Fitting model to feature number 525, F551 2022-10-19 04:12:58 INFO::Fitting model to feature number 526, F552 2022-10-19 04:12:58 INFO::Fitting model to feature number 527, F553 2022-10-19 04:12:58 INFO::Fitting model to feature number 528, F554 2022-10-19 04:12:58 INFO::Fitting model to feature number 529, F555 2022-10-19 04:12:58 INFO::Fitting model to feature number 530, F556 2022-10-19 04:12:58 INFO::Fitting model to feature number 531, F557 2022-10-19 04:12:58 INFO::Fitting model to feature number 532, F558 2022-10-19 04:12:58 INFO::Fitting model to feature number 533, F559 2022-10-19 04:12:58 INFO::Fitting model to feature number 534, F560 2022-10-19 04:12:58 INFO::Fitting model to feature number 535, F561 2022-10-19 04:12:58 INFO::Fitting model to feature number 536, F562 2022-10-19 04:12:58 INFO::Fitting model to feature number 537, F563 2022-10-19 04:12:58 INFO::Fitting model to feature number 538, F564 2022-10-19 04:12:58 INFO::Fitting model to feature number 539, F566 2022-10-19 04:12:58 INFO::Fitting model to feature number 540, F567 2022-10-19 04:12:58 INFO::Fitting model to feature number 541, F568 2022-10-19 04:12:58 INFO::Fitting model to feature number 542, F569 2022-10-19 04:12:58 INFO::Fitting model to feature number 543, F570 2022-10-19 04:12:58 INFO::Fitting model to feature number 544, F571 2022-10-19 04:12:58 INFO::Fitting model to feature number 545, F572 2022-10-19 04:12:58 INFO::Fitting model to feature number 546, F573 2022-10-19 04:12:58 INFO::Fitting model to feature number 547, F574 2022-10-19 04:12:58 INFO::Fitting model to feature number 548, F575 2022-10-19 04:12:58 INFO::Fitting model to feature number 549, F576 2022-10-19 04:12:58 INFO::Fitting model to feature number 550, F577 2022-10-19 04:12:58 INFO::Fitting model to feature number 551, F578 2022-10-19 04:12:58 INFO::Fitting model to feature number 552, F579 2022-10-19 04:12:58 INFO::Fitting model to feature number 553, F580 2022-10-19 04:12:58 INFO::Fitting model to feature number 554, F581 2022-10-19 04:12:58 INFO::Fitting model to feature number 555, F582 2022-10-19 04:12:58 INFO::Fitting model to feature number 556, F583 2022-10-19 04:12:58 INFO::Fitting model to feature number 557, F584 2022-10-19 04:12:58 INFO::Fitting model to feature number 558, F585 2022-10-19 04:12:58 INFO::Fitting model to feature number 559, F586 2022-10-19 04:12:58 INFO::Fitting model to feature number 560, F587 2022-10-19 04:12:58 INFO::Fitting model to feature number 561, F588 2022-10-19 04:12:58 INFO::Fitting model to feature number 562, F589 2022-10-19 04:12:58 INFO::Fitting model to feature number 563, F590 2022-10-19 04:12:58 INFO::Fitting model to feature number 564, F591 2022-10-19 04:12:58 INFO::Fitting model to feature number 565, F592 2022-10-19 04:12:58 INFO::Fitting model to feature number 566, F593 2022-10-19 04:12:58 INFO::Fitting model to feature number 567, F594 2022-10-19 04:12:58 INFO::Fitting model to feature number 568, F595 2022-10-19 04:12:58 INFO::Fitting model to feature number 569, F596 2022-10-19 04:12:58 INFO::Fitting model to feature number 570, F597 2022-10-19 04:12:58 INFO::Fitting model to feature number 571, F598 2022-10-19 04:12:58 INFO::Fitting model to feature number 572, F599 2022-10-19 04:12:58 INFO::Fitting model to feature number 573, F600 2022-10-19 04:12:58 INFO::Fitting model to feature number 574, F601 2022-10-19 04:12:58 INFO::Fitting model to feature number 575, F602 2022-10-19 04:12:58 INFO::Fitting model to feature number 576, F603 2022-10-19 04:12:58 INFO::Fitting model to feature number 577, F605 2022-10-19 04:12:58 INFO::Fitting model to feature number 578, F606 2022-10-19 04:12:58 INFO::Fitting model to feature number 579, F607 2022-10-19 04:12:58 INFO::Fitting model to feature number 580, F608 2022-10-19 04:12:58 INFO::Fitting model to feature number 581, F609 2022-10-19 04:12:58 INFO::Fitting model to feature number 582, F610 2022-10-19 04:12:58 INFO::Fitting model to feature number 583, F611 2022-10-19 04:12:58 INFO::Fitting model to feature number 584, F612 2022-10-19 04:12:58 INFO::Fitting model to feature number 585, F613 2022-10-19 04:12:58 INFO::Fitting model to feature number 586, F614 2022-10-19 04:12:58 INFO::Fitting model to feature number 587, F615 2022-10-19 04:12:58 INFO::Fitting model to feature number 588, F616 2022-10-19 04:12:58 INFO::Fitting model to feature number 589, F617 2022-10-19 04:12:58 INFO::Fitting model to feature number 590, F618 2022-10-19 04:12:58 INFO::Fitting model to feature number 591, F619 2022-10-19 04:12:58 INFO::Fitting model to feature number 592, F620 2022-10-19 04:12:58 INFO::Fitting model to feature number 593, F621 2022-10-19 04:12:58 INFO::Fitting model to feature number 594, F622 2022-10-19 04:12:58 INFO::Fitting model to feature number 595, F623 2022-10-19 04:12:58 INFO::Fitting model to feature number 596, F624 2022-10-19 04:12:58 INFO::Fitting model to feature number 597, F625 2022-10-19 04:12:58 INFO::Fitting model to feature number 598, F626 2022-10-19 04:12:58 INFO::Fitting model to feature number 599, F627 2022-10-19 04:12:58 INFO::Fitting model to feature number 600, F628 2022-10-19 04:12:58 INFO::Fitting model to feature number 601, F629 2022-10-19 04:12:58 INFO::Fitting model to feature number 602, F630 2022-10-19 04:12:58 INFO::Fitting model to feature number 603, F631 2022-10-19 04:12:58 INFO::Fitting model to feature number 604, F632 2022-10-19 04:12:58 INFO::Fitting model to feature number 605, F633 2022-10-19 04:12:58 INFO::Fitting model to feature number 606, F634 2022-10-19 04:12:58 INFO::Fitting model to feature number 607, F635 2022-10-19 04:12:58 INFO::Fitting model to feature number 608, F636 2022-10-19 04:12:58 INFO::Fitting model to feature number 609, F637 2022-10-19 04:12:58 INFO::Fitting model to feature number 610, F638 2022-10-19 04:12:58 INFO::Fitting model to feature number 611, F639 2022-10-19 04:12:58 INFO::Fitting model to feature number 612, F640 2022-10-19 04:12:58 INFO::Fitting model to feature number 613, F641 2022-10-19 04:12:58 INFO::Fitting model to feature number 614, F642 2022-10-19 04:12:58 INFO::Fitting model to feature number 615, F643 2022-10-19 04:12:58 INFO::Fitting model to feature number 616, F644 2022-10-19 04:12:58 INFO::Fitting model to feature number 617, F645 2022-10-19 04:12:58 INFO::Fitting model to feature number 618, F646 2022-10-19 04:12:58 INFO::Fitting model to feature number 619, F647 2022-10-19 04:12:58 INFO::Fitting model to feature number 620, F648 2022-10-19 04:12:58 INFO::Fitting model to feature number 621, F649 2022-10-19 04:12:58 INFO::Fitting model to feature number 622, F650 2022-10-19 04:12:58 INFO::Fitting model to feature number 623, F651 2022-10-19 04:12:58 INFO::Fitting model to feature number 624, F652 2022-10-19 04:12:58 INFO::Fitting model to feature number 625, F653 2022-10-19 04:12:58 INFO::Fitting model to feature number 626, F654 2022-10-19 04:12:58 INFO::Fitting model to feature number 627, F655 2022-10-19 04:12:58 INFO::Fitting model to feature number 628, F656 2022-10-19 04:12:58 INFO::Fitting model to feature number 629, F657 2022-10-19 04:12:58 INFO::Fitting model to feature number 630, F658 2022-10-19 04:12:58 INFO::Fitting model to feature number 631, F659 2022-10-19 04:12:58 INFO::Fitting model to feature number 632, F660 2022-10-19 04:12:58 INFO::Fitting model to feature number 633, F661 2022-10-19 04:12:58 INFO::Fitting model to feature number 634, F662 2022-10-19 04:12:58 INFO::Fitting model to feature number 635, F663 2022-10-19 04:12:58 INFO::Fitting model to feature number 636, F664 2022-10-19 04:12:58 INFO::Fitting model to feature number 637, F665 2022-10-19 04:12:59 INFO::Fitting model to feature number 638, F666 2022-10-19 04:12:59 INFO::Fitting model to feature number 639, F667 2022-10-19 04:12:59 INFO::Fitting model to feature number 640, F668 2022-10-19 04:12:59 INFO::Fitting model to feature number 641, F669 2022-10-19 04:12:59 INFO::Fitting model to feature number 642, F670 2022-10-19 04:12:59 INFO::Fitting model to feature number 643, F671 2022-10-19 04:12:59 INFO::Fitting model to feature number 644, F672 2022-10-19 04:12:59 INFO::Fitting model to feature number 645, F673 2022-10-19 04:12:59 INFO::Fitting model to feature number 646, F674 2022-10-19 04:12:59 INFO::Fitting model to feature number 647, F675 2022-10-19 04:12:59 INFO::Fitting model to feature number 648, F676 2022-10-19 04:12:59 INFO::Fitting model to feature number 649, F677 2022-10-19 04:12:59 INFO::Fitting model to feature number 650, F678 2022-10-19 04:12:59 INFO::Fitting model to feature number 651, F679 2022-10-19 04:12:59 INFO::Fitting model to feature number 652, F680 2022-10-19 04:12:59 INFO::Fitting model to feature number 653, F681 2022-10-19 04:12:59 INFO::Fitting model to feature number 654, F682 2022-10-19 04:12:59 INFO::Fitting model to feature number 655, F683 2022-10-19 04:12:59 INFO::Fitting model to feature number 656, F684 2022-10-19 04:12:59 INFO::Fitting model to feature number 657, F685 2022-10-19 04:12:59 INFO::Fitting model to feature number 658, F686 2022-10-19 04:12:59 INFO::Fitting model to feature number 659, F687 2022-10-19 04:12:59 INFO::Fitting model to feature number 660, F688 2022-10-19 04:12:59 INFO::Fitting model to feature number 661, F689 2022-10-19 04:12:59 INFO::Fitting model to feature number 662, F690 2022-10-19 04:12:59 INFO::Fitting model to feature number 663, F691 2022-10-19 04:12:59 INFO::Fitting model to feature number 664, F692 2022-10-19 04:12:59 INFO::Fitting model to feature number 665, F693 2022-10-19 04:12:59 INFO::Fitting model to feature number 666, F694 2022-10-19 04:12:59 INFO::Fitting model to feature number 667, F695 2022-10-19 04:12:59 INFO::Fitting model to feature number 668, F696 2022-10-19 04:12:59 INFO::Fitting model to feature number 669, F697 2022-10-19 04:12:59 INFO::Fitting model to feature number 670, F698 2022-10-19 04:12:59 INFO::Fitting model to feature number 671, F699 2022-10-19 04:12:59 INFO::Fitting model to feature number 672, F700 2022-10-19 04:12:59 INFO::Fitting model to feature number 673, F701 2022-10-19 04:12:59 INFO::Fitting model to feature number 674, F702 2022-10-19 04:12:59 INFO::Fitting model to feature number 675, F704 2022-10-19 04:12:59 INFO::Fitting model to feature number 676, F705 2022-10-19 04:12:59 INFO::Fitting model to feature number 677, F706 2022-10-19 04:12:59 INFO::Fitting model to feature number 678, F707 2022-10-19 04:12:59 INFO::Fitting model to feature number 679, F708 2022-10-19 04:12:59 INFO::Fitting model to feature number 680, F709 2022-10-19 04:12:59 INFO::Fitting model to feature number 681, F710 2022-10-19 04:12:59 INFO::Fitting model to feature number 682, F711 2022-10-19 04:12:59 INFO::Fitting model to feature number 683, F712 2022-10-19 04:12:59 INFO::Fitting model to feature number 684, F713 2022-10-19 04:12:59 INFO::Fitting model to feature number 685, F714 2022-10-19 04:12:59 INFO::Fitting model to feature number 686, F715 2022-10-19 04:12:59 INFO::Fitting model to feature number 687, F716 2022-10-19 04:12:59 INFO::Fitting model to feature number 688, F717 2022-10-19 04:12:59 INFO::Fitting model to feature number 689, F718 2022-10-19 04:12:59 INFO::Fitting model to feature number 690, F719 2022-10-19 04:12:59 INFO::Fitting model to feature number 691, F720 2022-10-19 04:12:59 INFO::Fitting model to feature number 692, F721 2022-10-19 04:12:59 INFO::Fitting model to feature number 693, F722 2022-10-19 04:12:59 INFO::Fitting model to feature number 694, F723 2022-10-19 04:12:59 INFO::Fitting model to feature number 695, F724 2022-10-19 04:12:59 INFO::Fitting model to feature number 696, F725 2022-10-19 04:12:59 INFO::Fitting model to feature number 697, F726 2022-10-19 04:12:59 INFO::Fitting model to feature number 698, F727 2022-10-19 04:12:59 INFO::Fitting model to feature number 699, F728 2022-10-19 04:12:59 INFO::Fitting model to feature number 700, F729 2022-10-19 04:12:59 INFO::Fitting model to feature number 701, F730 2022-10-19 04:12:59 INFO::Fitting model to feature number 702, F731 2022-10-19 04:12:59 INFO::Fitting model to feature number 703, F732 2022-10-19 04:12:59 INFO::Fitting model to feature number 704, F733 2022-10-19 04:12:59 INFO::Fitting model to feature number 705, F734 2022-10-19 04:12:59 INFO::Fitting model to feature number 706, F735 2022-10-19 04:12:59 INFO::Fitting model to feature number 707, F736 2022-10-19 04:12:59 INFO::Fitting model to feature number 708, F737 2022-10-19 04:12:59 INFO::Fitting model to feature number 709, F739 2022-10-19 04:12:59 INFO::Fitting model to feature number 710, F740 2022-10-19 04:12:59 INFO::Fitting model to feature number 711, F741 2022-10-19 04:12:59 INFO::Fitting model to feature number 712, F742 2022-10-19 04:12:59 INFO::Fitting model to feature number 713, F743 2022-10-19 04:12:59 INFO::Fitting model to feature number 714, F744 2022-10-19 04:12:59 INFO::Fitting model to feature number 715, F745 2022-10-19 04:12:59 INFO::Fitting model to feature number 716, F746 2022-10-19 04:12:59 INFO::Fitting model to feature number 717, F747 2022-10-19 04:12:59 INFO::Fitting model to feature number 718, F748 2022-10-19 04:12:59 INFO::Fitting model to feature number 719, F749 2022-10-19 04:12:59 INFO::Fitting model to feature number 720, F750 2022-10-19 04:12:59 INFO::Fitting model to feature number 721, F751 2022-10-19 04:12:59 INFO::Fitting model to feature number 722, F752 2022-10-19 04:12:59 INFO::Fitting model to feature number 723, F753 2022-10-19 04:12:59 INFO::Fitting model to feature number 724, F754 2022-10-19 04:12:59 INFO::Fitting model to feature number 725, F755 2022-10-19 04:12:59 INFO::Fitting model to feature number 726, F756 2022-10-19 04:12:59 INFO::Fitting model to feature number 727, F757 2022-10-19 04:12:59 INFO::Fitting model to feature number 728, F758 2022-10-19 04:12:59 INFO::Fitting model to feature number 729, F759 2022-10-19 04:12:59 INFO::Fitting model to feature number 730, F760 2022-10-19 04:12:59 INFO::Fitting model to feature number 731, F761 2022-10-19 04:12:59 INFO::Fitting model to feature number 732, F762 2022-10-19 04:12:59 INFO::Fitting model to feature number 733, F763 2022-10-19 04:12:59 INFO::Fitting model to feature number 734, F764 2022-10-19 04:12:59 INFO::Fitting model to feature number 735, F765 2022-10-19 04:12:59 INFO::Fitting model to feature number 736, F766 2022-10-19 04:12:59 INFO::Fitting model to feature number 737, F767 2022-10-19 04:12:59 INFO::Fitting model to feature number 738, F768 2022-10-19 04:12:59 INFO::Fitting model to feature number 739, F769 2022-10-19 04:12:59 INFO::Fitting model to feature number 740, F770 2022-10-19 04:12:59 INFO::Fitting model to feature number 741, F771 2022-10-19 04:12:59 INFO::Fitting model to feature number 742, F772 2022-10-19 04:12:59 INFO::Fitting model to feature number 743, F773 2022-10-19 04:12:59 INFO::Fitting model to feature number 744, F774 2022-10-19 04:12:59 INFO::Fitting model to feature number 745, F775 2022-10-19 04:12:59 INFO::Fitting model to feature number 746, F776 2022-10-19 04:13:00 INFO::Fitting model to feature number 747, F777 2022-10-19 04:13:00 INFO::Fitting model to feature number 748, F778 2022-10-19 04:13:00 INFO::Fitting model to feature number 749, F779 2022-10-19 04:13:00 INFO::Fitting model to feature number 750, F780 2022-10-19 04:13:00 INFO::Fitting model to feature number 751, F781 2022-10-19 04:13:00 INFO::Fitting model to feature number 752, F782 2022-10-19 04:13:00 INFO::Fitting model to feature number 753, F783 2022-10-19 04:13:00 INFO::Fitting model to feature number 754, F784 2022-10-19 04:13:00 INFO::Fitting model to feature number 755, F785 2022-10-19 04:13:00 INFO::Fitting model to feature number 756, F786 2022-10-19 04:13:00 INFO::Fitting model to feature number 757, F787 2022-10-19 04:13:00 INFO::Fitting model to feature number 758, F788 2022-10-19 04:13:00 INFO::Fitting model to feature number 759, F789 2022-10-19 04:13:00 INFO::Fitting model to feature number 760, F790 2022-10-19 04:13:00 INFO::Fitting model to feature number 761, F791 2022-10-19 04:13:00 INFO::Fitting model to feature number 762, F792 2022-10-19 04:13:00 INFO::Fitting model to feature number 763, F793 2022-10-19 04:13:00 INFO::Fitting model to feature number 764, F794 2022-10-19 04:13:00 INFO::Fitting model to feature number 765, F795 2022-10-19 04:13:00 INFO::Fitting model to feature number 766, F796 2022-10-19 04:13:00 INFO::Fitting model to feature number 767, F797 2022-10-19 04:13:00 INFO::Fitting model to feature number 768, F798 2022-10-19 04:13:00 INFO::Fitting model to feature number 769, F799 2022-10-19 04:13:00 INFO::Fitting model to feature number 770, F800 2022-10-19 04:13:00 INFO::Fitting model to feature number 771, F801 2022-10-19 04:13:00 INFO::Fitting model to feature number 772, F802 2022-10-19 04:13:00 INFO::Fitting model to feature number 773, F803 2022-10-19 04:13:00 INFO::Fitting model to feature number 774, F804 2022-10-19 04:13:00 INFO::Fitting model to feature number 775, F805 2022-10-19 04:13:00 INFO::Fitting model to feature number 776, F806 2022-10-19 04:13:00 INFO::Fitting model to feature number 777, F808 2022-10-19 04:13:00 INFO::Fitting model to feature number 778, F809 2022-10-19 04:13:00 INFO::Fitting model to feature number 779, F810 2022-10-19 04:13:00 INFO::Fitting model to feature number 780, F811 2022-10-19 04:13:00 INFO::Fitting model to feature number 781, F812 2022-10-19 04:13:00 INFO::Fitting model to feature number 782, F813 2022-10-19 04:13:00 INFO::Fitting model to feature number 783, F814 2022-10-19 04:13:00 INFO::Fitting model to feature number 784, F815 2022-10-19 04:13:00 INFO::Fitting model to feature number 785, F816 2022-10-19 04:13:00 INFO::Fitting model to feature number 786, F817 2022-10-19 04:13:00 INFO::Fitting model to feature number 787, F818 2022-10-19 04:13:00 INFO::Fitting model to feature number 788, F819 2022-10-19 04:13:00 INFO::Fitting model to feature number 789, F820 2022-10-19 04:13:00 INFO::Fitting model to feature number 790, F821 2022-10-19 04:13:00 INFO::Fitting model to feature number 791, F822 2022-10-19 04:13:00 INFO::Fitting model to feature number 792, F823 2022-10-19 04:13:00 INFO::Fitting model to feature number 793, F824 2022-10-19 04:13:00 INFO::Fitting model to feature number 794, F825 2022-10-19 04:13:00 INFO::Fitting model to feature number 795, F826 2022-10-19 04:13:00 INFO::Fitting model to feature number 796, F827 2022-10-19 04:13:00 INFO::Fitting model to feature number 797, F828 2022-10-19 04:13:00 INFO::Fitting model to feature number 798, F829 2022-10-19 04:13:00 INFO::Fitting model to feature number 799, F830 2022-10-19 04:13:00 INFO::Fitting model to feature number 800, F831 2022-10-19 04:13:00 INFO::Fitting model to feature number 801, F832 2022-10-19 04:13:00 INFO::Fitting model to feature number 802, F833 2022-10-19 04:13:00 INFO::Fitting model to feature number 803, F834 2022-10-19 04:13:00 INFO::Fitting model to feature number 804, F835 2022-10-19 04:13:00 INFO::Fitting model to feature number 805, F836 2022-10-19 04:13:00 INFO::Fitting model to feature number 806, F837 2022-10-19 04:13:00 INFO::Fitting model to feature number 807, F838 2022-10-19 04:13:00 INFO::Fitting model to feature number 808, F839 2022-10-19 04:13:00 INFO::Fitting model to feature number 809, F840 2022-10-19 04:13:00 INFO::Fitting model to feature number 810, F841 2022-10-19 04:13:00 INFO::Fitting model to feature number 811, F842 2022-10-19 04:13:00 INFO::Fitting model to feature number 812, F843 2022-10-19 04:13:00 INFO::Fitting model to feature number 813, F844 2022-10-19 04:13:00 INFO::Fitting model to feature number 814, F845 2022-10-19 04:13:00 INFO::Fitting model to feature number 815, F846 2022-10-19 04:13:00 INFO::Fitting model to feature number 816, F847 2022-10-19 04:13:00 INFO::Fitting model to feature number 817, F848 2022-10-19 04:13:00 INFO::Fitting model to feature number 818, F849 2022-10-19 04:13:00 INFO::Fitting model to feature number 819, F850 2022-10-19 04:13:00 INFO::Fitting model to feature number 820, F851 2022-10-19 04:13:00 INFO::Fitting model to feature number 821, F852 2022-10-19 04:13:00 INFO::Fitting model to feature number 822, F853 2022-10-19 04:13:00 INFO::Fitting model to feature number 823, F854 2022-10-19 04:13:00 INFO::Fitting model to feature number 824, F855 2022-10-19 04:13:00 INFO::Fitting model to feature number 825, F856 2022-10-19 04:13:00 INFO::Fitting model to feature number 826, F857 2022-10-19 04:13:00 INFO::Fitting model to feature number 827, F858 2022-10-19 04:13:00 INFO::Fitting model to feature number 828, F859 2022-10-19 04:13:00 INFO::Fitting model to feature number 829, F860 2022-10-19 04:13:00 INFO::Fitting model to feature number 830, F861 2022-10-19 04:13:00 INFO::Fitting model to feature number 831, F862 2022-10-19 04:13:00 INFO::Fitting model to feature number 832, F863 2022-10-19 04:13:00 INFO::Fitting model to feature number 833, F864 2022-10-19 04:13:00 INFO::Fitting model to feature number 834, F865 2022-10-19 04:13:00 INFO::Fitting model to feature number 835, F866 2022-10-19 04:13:00 INFO::Fitting model to feature number 836, F867 2022-10-19 04:13:00 INFO::Fitting model to feature number 837, F868 2022-10-19 04:13:00 INFO::Fitting model to feature number 838, F869 2022-10-19 04:13:00 INFO::Fitting model to feature number 839, F870 2022-10-19 04:13:00 INFO::Fitting model to feature number 840, F871 2022-10-19 04:13:00 INFO::Fitting model to feature number 841, F872 2022-10-19 04:13:00 INFO::Fitting model to feature number 842, F873 2022-10-19 04:13:00 INFO::Fitting model to feature number 843, F874 2022-10-19 04:13:00 INFO::Fitting model to feature number 844, F875 2022-10-19 04:13:00 INFO::Fitting model to feature number 845, F876 2022-10-19 04:13:00 INFO::Fitting model to feature number 846, F877 2022-10-19 04:13:00 INFO::Fitting model to feature number 847, F878 2022-10-19 04:13:00 INFO::Fitting model to feature number 848, F879 2022-10-19 04:13:00 INFO::Fitting model to feature number 849, F880 2022-10-19 04:13:00 INFO::Fitting model to feature number 850, F881 2022-10-19 04:13:00 INFO::Fitting model to feature number 851, F882 2022-10-19 04:13:00 INFO::Fitting model to feature number 852, F883 2022-10-19 04:13:00 INFO::Fitting model to feature number 853, F884 2022-10-19 04:13:00 INFO::Fitting model to feature number 854, F885 2022-10-19 04:13:00 INFO::Fitting model to feature number 855, F886 2022-10-19 04:13:00 INFO::Fitting model to feature number 856, F887 2022-10-19 04:13:00 INFO::Fitting model to feature number 857, F888 2022-10-19 04:13:00 INFO::Fitting model to feature number 858, F889 2022-10-19 04:13:00 INFO::Fitting model to feature number 859, F890 2022-10-19 04:13:00 INFO::Fitting model to feature number 860, F891 2022-10-19 04:13:00 INFO::Fitting model to feature number 861, F892 2022-10-19 04:13:01 INFO::Fitting model to feature number 862, F893 2022-10-19 04:13:01 INFO::Fitting model to feature number 863, F894 2022-10-19 04:13:01 INFO::Fitting model to feature number 864, F895 2022-10-19 04:13:01 INFO::Fitting model to feature number 865, F896 2022-10-19 04:13:01 INFO::Fitting model to feature number 866, F897 2022-10-19 04:13:01 INFO::Fitting model to feature number 867, F898 2022-10-19 04:13:01 INFO::Fitting model to feature number 868, F899 2022-10-19 04:13:01 INFO::Fitting model to feature number 869, F900 2022-10-19 04:13:01 INFO::Counting total values for each feature 2022-10-19 04:13:01 INFO::Writing residuals to file maaslin2_output/residuals.rds 2022-10-19 04:13:01 INFO::Writing fitted values to file maaslin2_output/fitted.rds 2022-10-19 04:13:01 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2022-10-19 04:13:01 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 2022-10-19 04:13:02 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" 2022-10-19 04:13:10 INFO::Writing function arguments to log file 2022-10-19 04:13:10 INFO::Verifying options selected are valid 2022-10-19 04:13:10 INFO::Determining format of input files 2022-10-19 04:13:10 INFO::Input format is data samples as columns and metadata samples as rows 2022-10-19 04:13:10 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2022-10-19 04:13:10 INFO::Filter data based on min abundance and min prevalence 2022-10-19 04:13:10 INFO::Total samples in data: 102 2022-10-19 04:13:10 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2022-10-19 04:13:10 INFO::Total filtered features: 0 2022-10-19 04:13:10 INFO::Filtered feature names from abundance and prevalence filtering: 2022-10-19 04:13:10 INFO::Total filtered features with variance filtering: 0 2022-10-19 04:13:10 INFO::Filtered feature names from variance filtering: 2022-10-19 04:13:10 INFO::Running selected normalization method: NONE 2022-10-19 04:13:10 INFO::Applying z-score to standardize continuous metadata 2022-10-19 04:13:10 INFO::Running selected transform method: NONE 2022-10-19 04:13:10 INFO::Running selected analysis method: LM 2022-10-19 04:13:10 INFO::Fitting model to feature number 1, F1 2022-10-19 04:13:10 INFO::Fitting model to feature number 2, F2 2022-10-19 04:13:10 INFO::Fitting model to feature number 3, F3 2022-10-19 04:13:10 INFO::Fitting model to feature number 4, F4 2022-10-19 04:13:10 INFO::Fitting model to feature number 5, F5 2022-10-19 04:13:10 INFO::Fitting model to feature number 6, F6 2022-10-19 04:13:10 INFO::Fitting model to feature number 7, F7 2022-10-19 04:13:10 INFO::Fitting model to feature number 8, F8 2022-10-19 04:13:10 INFO::Fitting model to feature number 9, F9 2022-10-19 04:13:10 INFO::Fitting model to feature number 10, F10 2022-10-19 04:13:10 INFO::Fitting model to feature number 11, F11 2022-10-19 04:13:10 INFO::Fitting model to feature number 12, F12 2022-10-19 04:13:10 INFO::Fitting model to feature number 13, F13 2022-10-19 04:13:10 INFO::Fitting model to feature number 14, F14 2022-10-19 04:13:10 INFO::Fitting model to feature number 15, F15 2022-10-19 04:13:10 INFO::Fitting model to feature number 16, F16 2022-10-19 04:13:10 INFO::Fitting model to feature number 17, F17 2022-10-19 04:13:10 INFO::Fitting model to feature number 18, F18 2022-10-19 04:13:10 INFO::Fitting model to feature number 19, F19 2022-10-19 04:13:10 INFO::Fitting model to feature number 20, F20 2022-10-19 04:13:10 INFO::Fitting model to feature number 21, F21 2022-10-19 04:13:10 INFO::Fitting model to feature number 22, F22 2022-10-19 04:13:10 INFO::Fitting model to feature number 23, F23 2022-10-19 04:13:10 INFO::Fitting model to feature number 24, F24 2022-10-19 04:13:10 INFO::Fitting model to feature number 25, F25 2022-10-19 04:13:10 INFO::Fitting model to feature number 26, F26 2022-10-19 04:13:10 INFO::Fitting model to feature number 27, F27 2022-10-19 04:13:10 INFO::Fitting model to feature number 28, F28 2022-10-19 04:13:10 INFO::Fitting model to feature number 29, F29 2022-10-19 04:13:10 INFO::Fitting model to feature number 30, F30 2022-10-19 04:13:10 INFO::Fitting model to feature number 31, F31 2022-10-19 04:13:10 INFO::Fitting model to feature number 32, F32 2022-10-19 04:13:10 INFO::Fitting model to feature number 33, F33 2022-10-19 04:13:10 INFO::Fitting model to feature number 34, F34 2022-10-19 04:13:10 INFO::Fitting model to feature number 35, F35 2022-10-19 04:13:10 INFO::Fitting model to feature number 36, F36 2022-10-19 04:13:10 INFO::Fitting model to feature number 37, F37 2022-10-19 04:13:10 INFO::Fitting model to feature number 38, F38 2022-10-19 04:13:10 INFO::Fitting model to feature number 39, F39 2022-10-19 04:13:10 INFO::Fitting model to feature number 40, F40 2022-10-19 04:13:10 INFO::Fitting model to feature number 41, F41 2022-10-19 04:13:10 INFO::Fitting model to feature number 42, F43 2022-10-19 04:13:10 INFO::Fitting model to feature number 43, F44 2022-10-19 04:13:10 INFO::Fitting model to feature number 44, F45 2022-10-19 04:13:10 INFO::Fitting model to feature number 45, F46 2022-10-19 04:13:10 INFO::Fitting model to feature number 46, F47 2022-10-19 04:13:10 INFO::Fitting model to feature number 47, F48 2022-10-19 04:13:10 INFO::Fitting model to feature number 48, F49 2022-10-19 04:13:10 INFO::Fitting model to feature number 49, F50 2022-10-19 04:13:10 INFO::Fitting model to feature number 50, F51 2022-10-19 04:13:10 INFO::Fitting model to feature number 51, F52 2022-10-19 04:13:10 INFO::Fitting model to feature number 52, F53 2022-10-19 04:13:10 INFO::Fitting model to feature number 53, F54 2022-10-19 04:13:10 INFO::Fitting model to feature number 54, F55 2022-10-19 04:13:10 INFO::Fitting model to feature number 55, F56 2022-10-19 04:13:10 INFO::Fitting model to feature number 56, F57 2022-10-19 04:13:10 INFO::Fitting model to feature number 57, F58 2022-10-19 04:13:10 INFO::Fitting model to feature number 58, F59 2022-10-19 04:13:10 INFO::Fitting model to feature number 59, F60 2022-10-19 04:13:10 INFO::Fitting model to feature number 60, F63 2022-10-19 04:13:10 INFO::Fitting model to feature number 61, F64 2022-10-19 04:13:10 INFO::Fitting model to feature number 62, F65 2022-10-19 04:13:10 INFO::Fitting model to feature number 63, F66 2022-10-19 04:13:10 INFO::Fitting model to feature number 64, F67 2022-10-19 04:13:10 INFO::Fitting model to feature number 65, F68 2022-10-19 04:13:10 INFO::Fitting model to feature number 66, F69 2022-10-19 04:13:10 INFO::Fitting model to feature number 67, F70 2022-10-19 04:13:10 INFO::Fitting model to feature number 68, F71 2022-10-19 04:13:10 INFO::Fitting model to feature number 69, F72 2022-10-19 04:13:10 INFO::Fitting model to feature number 70, F73 2022-10-19 04:13:10 INFO::Fitting model to feature number 71, F74 2022-10-19 04:13:10 INFO::Fitting model to feature number 72, F76 2022-10-19 04:13:10 INFO::Fitting model to feature number 73, F77 2022-10-19 04:13:10 INFO::Fitting model to feature number 74, F78 2022-10-19 04:13:10 INFO::Fitting model to feature number 75, F79 2022-10-19 04:13:10 INFO::Fitting model to feature number 76, F80 2022-10-19 04:13:10 INFO::Fitting model to feature number 77, F81 2022-10-19 04:13:10 INFO::Fitting model to feature number 78, F82 2022-10-19 04:13:11 INFO::Fitting model to feature number 79, F83 2022-10-19 04:13:11 INFO::Fitting model to feature number 80, F84 2022-10-19 04:13:11 INFO::Fitting model to feature number 81, F85 2022-10-19 04:13:11 INFO::Fitting model to feature number 82, F86 2022-10-19 04:13:11 INFO::Fitting model to feature number 83, F87 2022-10-19 04:13:11 INFO::Fitting model to feature number 84, F88 2022-10-19 04:13:11 INFO::Fitting model to feature number 85, F89 2022-10-19 04:13:11 INFO::Fitting model to feature number 86, F90 2022-10-19 04:13:11 INFO::Fitting model to feature number 87, F91 2022-10-19 04:13:11 INFO::Fitting model to feature number 88, F92 2022-10-19 04:13:11 INFO::Fitting model to feature number 89, F93 2022-10-19 04:13:11 INFO::Fitting model to feature number 90, F94 2022-10-19 04:13:11 INFO::Fitting model to feature number 91, F95 2022-10-19 04:13:11 INFO::Fitting model to feature number 92, F96 2022-10-19 04:13:11 INFO::Fitting model to feature number 93, F97 2022-10-19 04:13:11 INFO::Fitting model to feature number 94, F98 2022-10-19 04:13:11 INFO::Fitting model to feature number 95, F99 2022-10-19 04:13:11 INFO::Fitting model to feature number 96, F100 2022-10-19 04:13:11 INFO::Fitting model to feature number 97, F101 2022-10-19 04:13:11 INFO::Fitting model to feature number 98, F102 2022-10-19 04:13:11 INFO::Fitting model to feature number 99, F103 2022-10-19 04:13:11 INFO::Fitting model to feature number 100, F104 2022-10-19 04:13:11 INFO::Fitting model to feature number 101, F105 2022-10-19 04:13:11 INFO::Fitting model to feature number 102, F106 2022-10-19 04:13:11 INFO::Fitting model to feature number 103, F107 2022-10-19 04:13:11 INFO::Fitting model to feature number 104, F108 2022-10-19 04:13:11 INFO::Fitting model to feature number 105, F109 2022-10-19 04:13:11 INFO::Fitting model to feature number 106, F110 2022-10-19 04:13:11 INFO::Fitting model to feature number 107, F111 2022-10-19 04:13:11 INFO::Fitting model to feature number 108, F112 2022-10-19 04:13:11 INFO::Fitting model to feature number 109, F113 2022-10-19 04:13:11 INFO::Fitting model to feature number 110, F114 2022-10-19 04:13:11 INFO::Fitting model to feature number 111, F115 2022-10-19 04:13:11 INFO::Fitting model to feature number 112, F117 2022-10-19 04:13:11 INFO::Fitting model to feature number 113, F118 2022-10-19 04:13:11 INFO::Fitting model to feature number 114, F119 2022-10-19 04:13:11 INFO::Fitting model to feature number 115, F120 2022-10-19 04:13:11 INFO::Fitting model to feature number 116, F121 2022-10-19 04:13:11 INFO::Fitting model to feature number 117, F122 2022-10-19 04:13:11 INFO::Fitting model to feature number 118, F123 2022-10-19 04:13:11 INFO::Fitting model to feature number 119, F124 2022-10-19 04:13:11 INFO::Fitting model to feature number 120, F125 2022-10-19 04:13:11 INFO::Fitting model to feature number 121, F126 2022-10-19 04:13:11 INFO::Fitting model to feature number 122, F127 2022-10-19 04:13:11 INFO::Fitting model to feature number 123, F128 2022-10-19 04:13:11 INFO::Fitting model to feature number 124, F129 2022-10-19 04:13:11 INFO::Fitting model to feature number 125, F130 2022-10-19 04:13:11 INFO::Fitting model to feature number 126, F131 2022-10-19 04:13:11 INFO::Fitting model to feature number 127, F132 2022-10-19 04:13:11 INFO::Fitting model to feature number 128, F133 2022-10-19 04:13:11 INFO::Fitting model to feature number 129, F134 2022-10-19 04:13:11 INFO::Fitting model to feature number 130, F135 2022-10-19 04:13:11 INFO::Fitting model to feature number 131, F136 2022-10-19 04:13:11 INFO::Fitting model to feature number 132, F137 2022-10-19 04:13:11 INFO::Fitting model to feature number 133, F138 2022-10-19 04:13:11 INFO::Fitting model to feature number 134, F139 2022-10-19 04:13:11 INFO::Fitting model to feature number 135, F140 2022-10-19 04:13:11 INFO::Fitting model to feature number 136, F141 2022-10-19 04:13:11 INFO::Fitting model to feature number 137, F142 2022-10-19 04:13:11 INFO::Fitting model to feature number 138, F143 2022-10-19 04:13:11 INFO::Fitting model to feature number 139, F144 2022-10-19 04:13:11 INFO::Fitting model to feature number 140, F145 2022-10-19 04:13:11 INFO::Fitting model to feature number 141, F146 2022-10-19 04:13:11 INFO::Fitting model to feature number 142, F147 2022-10-19 04:13:11 INFO::Fitting model to feature number 143, F148 2022-10-19 04:13:11 INFO::Fitting model to feature number 144, F149 2022-10-19 04:13:11 INFO::Fitting model to feature number 145, F150 2022-10-19 04:13:11 INFO::Fitting model to feature number 146, F152 2022-10-19 04:13:11 INFO::Fitting model to feature number 147, F153 2022-10-19 04:13:11 INFO::Fitting model to feature number 148, F154 2022-10-19 04:13:11 INFO::Fitting model to feature number 149, F155 2022-10-19 04:13:11 INFO::Fitting model to feature number 150, F156 2022-10-19 04:13:11 INFO::Fitting model to feature number 151, F157 2022-10-19 04:13:11 INFO::Fitting model to feature number 152, F158 2022-10-19 04:13:11 INFO::Fitting model to feature number 153, F159 2022-10-19 04:13:11 INFO::Fitting model to feature number 154, F160 2022-10-19 04:13:11 INFO::Fitting model to feature number 155, F161 2022-10-19 04:13:11 INFO::Fitting model to feature number 156, F162 2022-10-19 04:13:11 INFO::Fitting model to feature number 157, F163 2022-10-19 04:13:11 INFO::Fitting model to feature number 158, F164 2022-10-19 04:13:11 INFO::Fitting model to feature number 159, F165 2022-10-19 04:13:11 INFO::Fitting model to feature number 160, F166 2022-10-19 04:13:11 INFO::Fitting model to feature number 161, F167 2022-10-19 04:13:11 INFO::Fitting model to feature number 162, F168 2022-10-19 04:13:11 INFO::Fitting model to feature number 163, F169 2022-10-19 04:13:11 INFO::Fitting model to feature number 164, F170 2022-10-19 04:13:11 INFO::Fitting model to feature number 165, F171 2022-10-19 04:13:11 INFO::Fitting model to feature number 166, F172 2022-10-19 04:13:11 INFO::Fitting model to feature number 167, F173 2022-10-19 04:13:11 INFO::Fitting model to feature number 168, F174 2022-10-19 04:13:11 INFO::Fitting model to feature number 169, F175 2022-10-19 04:13:11 INFO::Fitting model to feature number 170, F176 2022-10-19 04:13:11 INFO::Fitting model to feature number 171, F177 2022-10-19 04:13:11 INFO::Fitting model to feature number 172, F178 2022-10-19 04:13:11 INFO::Fitting model to feature number 173, F179 2022-10-19 04:13:11 INFO::Fitting model to feature number 174, F180 2022-10-19 04:13:11 INFO::Fitting model to feature number 175, F181 2022-10-19 04:13:11 INFO::Fitting model to feature number 176, F182 2022-10-19 04:13:11 INFO::Fitting model to feature number 177, F183 2022-10-19 04:13:11 INFO::Fitting model to feature number 178, F184 2022-10-19 04:13:11 INFO::Fitting model to feature number 179, F185 2022-10-19 04:13:11 INFO::Fitting model to feature number 180, F186 2022-10-19 04:13:11 INFO::Fitting model to feature number 181, F187 2022-10-19 04:13:11 INFO::Fitting model to feature number 182, F188 2022-10-19 04:13:11 INFO::Fitting model to feature number 183, F189 2022-10-19 04:13:11 INFO::Fitting model to feature number 184, F190 2022-10-19 04:13:11 INFO::Fitting model to feature number 185, F191 2022-10-19 04:13:11 INFO::Fitting model to feature number 186, F192 2022-10-19 04:13:12 INFO::Fitting model to feature number 187, F193 2022-10-19 04:13:12 INFO::Fitting model to feature number 188, F194 2022-10-19 04:13:12 INFO::Fitting model to feature number 189, F195 2022-10-19 04:13:12 INFO::Fitting model to feature number 190, F196 2022-10-19 04:13:12 INFO::Fitting model to feature number 191, F197 2022-10-19 04:13:12 INFO::Fitting model to feature number 192, F198 2022-10-19 04:13:12 INFO::Fitting model to feature number 193, F199 2022-10-19 04:13:12 INFO::Fitting model to feature number 194, F200 2022-10-19 04:13:12 INFO::Fitting model to feature number 195, F201 2022-10-19 04:13:12 INFO::Fitting model to feature number 196, F202 2022-10-19 04:13:12 INFO::Fitting model to feature number 197, F203 2022-10-19 04:13:12 INFO::Fitting model to feature number 198, F204 2022-10-19 04:13:12 INFO::Fitting model to feature number 199, F206 2022-10-19 04:13:12 INFO::Fitting model to feature number 200, F207 2022-10-19 04:13:12 INFO::Fitting model to feature number 201, F208 2022-10-19 04:13:12 INFO::Fitting model to feature number 202, F209 2022-10-19 04:13:12 INFO::Fitting model to feature number 203, F210 2022-10-19 04:13:12 INFO::Fitting model to feature number 204, F211 2022-10-19 04:13:12 INFO::Fitting model to feature number 205, F212 2022-10-19 04:13:12 INFO::Fitting model to feature number 206, F213 2022-10-19 04:13:12 INFO::Fitting model to feature number 207, F214 2022-10-19 04:13:12 INFO::Fitting model to feature number 208, F215 2022-10-19 04:13:12 INFO::Fitting model to feature number 209, F216 2022-10-19 04:13:12 INFO::Fitting model to feature number 210, F217 2022-10-19 04:13:12 INFO::Fitting model to feature number 211, F218 2022-10-19 04:13:12 INFO::Fitting model to feature number 212, F219 2022-10-19 04:13:12 INFO::Fitting model to feature number 213, F220 2022-10-19 04:13:12 INFO::Fitting model to feature number 214, F221 2022-10-19 04:13:12 INFO::Fitting model to feature number 215, F222 2022-10-19 04:13:12 INFO::Fitting model to feature number 216, F223 2022-10-19 04:13:12 INFO::Fitting model to feature number 217, F224 2022-10-19 04:13:12 INFO::Fitting model to feature number 218, F225 2022-10-19 04:13:12 INFO::Fitting model to feature number 219, F226 2022-10-19 04:13:12 INFO::Fitting model to feature number 220, F227 2022-10-19 04:13:12 INFO::Fitting model to feature number 221, F228 2022-10-19 04:13:12 INFO::Fitting model to feature number 222, F229 2022-10-19 04:13:12 INFO::Fitting model to feature number 223, F230 2022-10-19 04:13:12 INFO::Fitting model to feature number 224, F231 2022-10-19 04:13:12 INFO::Fitting model to feature number 225, F232 2022-10-19 04:13:12 INFO::Fitting model to feature number 226, F233 2022-10-19 04:13:12 INFO::Fitting model to feature number 227, F234 2022-10-19 04:13:12 INFO::Fitting model to feature number 228, F235 2022-10-19 04:13:12 INFO::Fitting model to feature number 229, F236 2022-10-19 04:13:12 INFO::Fitting model to feature number 230, F237 2022-10-19 04:13:12 INFO::Fitting model to feature number 231, F238 2022-10-19 04:13:12 INFO::Fitting model to feature number 232, F239 2022-10-19 04:13:12 INFO::Fitting model to feature number 233, F240 2022-10-19 04:13:12 INFO::Fitting model to feature number 234, F241 2022-10-19 04:13:12 INFO::Fitting model to feature number 235, F242 2022-10-19 04:13:12 INFO::Fitting model to feature number 236, F243 2022-10-19 04:13:12 INFO::Fitting model to feature number 237, F244 2022-10-19 04:13:12 INFO::Fitting model to feature number 238, F245 2022-10-19 04:13:12 INFO::Fitting model to feature number 239, F246 2022-10-19 04:13:12 INFO::Fitting model to feature number 240, F247 2022-10-19 04:13:12 INFO::Fitting model to feature number 241, F248 2022-10-19 04:13:12 INFO::Fitting model to feature number 242, F249 2022-10-19 04:13:12 INFO::Fitting model to feature number 243, F250 2022-10-19 04:13:12 INFO::Fitting model to feature number 244, F252 2022-10-19 04:13:12 INFO::Fitting model to feature number 245, F253 2022-10-19 04:13:12 INFO::Fitting model to feature number 246, F254 2022-10-19 04:13:12 INFO::Fitting model to feature number 247, F255 2022-10-19 04:13:12 INFO::Fitting model to feature number 248, F256 2022-10-19 04:13:12 INFO::Fitting model to feature number 249, F257 2022-10-19 04:13:12 INFO::Fitting model to feature number 250, F259 2022-10-19 04:13:12 INFO::Fitting model to feature number 251, F260 2022-10-19 04:13:12 INFO::Fitting model to feature number 252, F261 2022-10-19 04:13:12 INFO::Fitting model to feature number 253, F262 2022-10-19 04:13:12 INFO::Fitting model to feature number 254, F263 2022-10-19 04:13:12 INFO::Fitting model to feature number 255, F264 2022-10-19 04:13:12 INFO::Fitting model to feature number 256, F265 2022-10-19 04:13:12 INFO::Fitting model to feature number 257, F266 2022-10-19 04:13:12 INFO::Fitting model to feature number 258, F267 2022-10-19 04:13:12 INFO::Fitting model to feature number 259, F269 2022-10-19 04:13:12 INFO::Fitting model to feature number 260, F270 2022-10-19 04:13:12 INFO::Fitting model to feature number 261, F271 2022-10-19 04:13:12 INFO::Fitting model to feature number 262, F272 2022-10-19 04:13:12 INFO::Fitting model to feature number 263, F273 2022-10-19 04:13:12 INFO::Fitting model to feature number 264, F274 2022-10-19 04:13:12 INFO::Fitting model to feature number 265, F276 2022-10-19 04:13:12 INFO::Fitting model to feature number 266, F277 2022-10-19 04:13:12 INFO::Fitting model to feature number 267, F278 2022-10-19 04:13:12 INFO::Fitting model to feature number 268, F279 2022-10-19 04:13:12 INFO::Fitting model to feature number 269, F280 2022-10-19 04:13:12 INFO::Fitting model to feature number 270, F281 2022-10-19 04:13:12 INFO::Fitting model to feature number 271, F282 2022-10-19 04:13:12 INFO::Fitting model to feature number 272, F283 2022-10-19 04:13:12 INFO::Fitting model to feature number 273, F284 2022-10-19 04:13:12 INFO::Fitting model to feature number 274, F285 2022-10-19 04:13:12 INFO::Fitting model to feature number 275, F286 2022-10-19 04:13:12 INFO::Fitting model to feature number 276, F287 2022-10-19 04:13:12 INFO::Fitting model to feature number 277, F288 2022-10-19 04:13:12 INFO::Fitting model to feature number 278, F289 2022-10-19 04:13:12 INFO::Fitting model to feature number 279, F290 2022-10-19 04:13:12 INFO::Fitting model to feature number 280, F292 2022-10-19 04:13:12 INFO::Fitting model to feature number 281, F293 2022-10-19 04:13:12 INFO::Fitting model to feature number 282, F294 2022-10-19 04:13:12 INFO::Fitting model to feature number 283, F295 2022-10-19 04:13:12 INFO::Fitting model to feature number 284, F296 2022-10-19 04:13:12 INFO::Fitting model to feature number 285, F297 2022-10-19 04:13:12 INFO::Fitting model to feature number 286, F298 2022-10-19 04:13:12 INFO::Fitting model to feature number 287, F299 2022-10-19 04:13:12 INFO::Fitting model to feature number 288, F300 2022-10-19 04:13:12 INFO::Fitting model to feature number 289, F301 2022-10-19 04:13:12 INFO::Fitting model to feature number 290, F302 2022-10-19 04:13:12 INFO::Fitting model to feature number 291, F303 2022-10-19 04:13:12 INFO::Fitting model to feature number 292, F304 2022-10-19 04:13:12 INFO::Fitting model to feature number 293, F305 2022-10-19 04:13:12 INFO::Fitting model to feature number 294, F306 2022-10-19 04:13:12 INFO::Fitting model to feature number 295, F307 2022-10-19 04:13:12 INFO::Fitting model to feature number 296, F308 2022-10-19 04:13:12 INFO::Fitting model to feature number 297, F309 2022-10-19 04:13:12 INFO::Fitting model to feature number 298, F310 2022-10-19 04:13:12 INFO::Fitting model to feature number 299, F311 2022-10-19 04:13:13 INFO::Fitting model to feature number 300, F312 2022-10-19 04:13:13 INFO::Fitting model to feature number 301, F313 2022-10-19 04:13:13 INFO::Fitting model to feature number 302, F315 2022-10-19 04:13:13 INFO::Fitting model to feature number 303, F316 2022-10-19 04:13:13 INFO::Fitting model to feature number 304, F317 2022-10-19 04:13:13 INFO::Fitting model to feature number 305, F318 2022-10-19 04:13:13 INFO::Fitting model to feature number 306, F319 2022-10-19 04:13:13 INFO::Fitting model to feature number 307, F320 2022-10-19 04:13:13 INFO::Fitting model to feature number 308, F321 2022-10-19 04:13:13 INFO::Fitting model to feature number 309, F322 2022-10-19 04:13:13 INFO::Fitting model to feature number 310, F323 2022-10-19 04:13:13 INFO::Fitting model to feature number 311, F324 2022-10-19 04:13:13 INFO::Fitting model to feature number 312, F325 2022-10-19 04:13:13 INFO::Fitting model to feature number 313, F326 2022-10-19 04:13:13 INFO::Fitting model to feature number 314, F327 2022-10-19 04:13:13 INFO::Fitting model to feature number 315, F328 2022-10-19 04:13:13 INFO::Fitting model to feature number 316, F329 2022-10-19 04:13:13 INFO::Fitting model to feature number 317, F330 2022-10-19 04:13:13 INFO::Fitting model to feature number 318, F331 2022-10-19 04:13:13 INFO::Fitting model to feature number 319, F332 2022-10-19 04:13:13 INFO::Fitting model to feature number 320, F333 2022-10-19 04:13:13 INFO::Fitting model to feature number 321, F334 2022-10-19 04:13:13 INFO::Fitting model to feature number 322, F335 2022-10-19 04:13:13 INFO::Fitting model to feature number 323, F336 2022-10-19 04:13:13 INFO::Fitting model to feature number 324, F337 2022-10-19 04:13:13 INFO::Fitting model to feature number 325, F338 2022-10-19 04:13:13 INFO::Fitting model to feature number 326, F339 2022-10-19 04:13:13 INFO::Fitting model to feature number 327, F340 2022-10-19 04:13:13 INFO::Fitting model to feature number 328, F342 2022-10-19 04:13:13 INFO::Fitting model to feature number 329, F343 2022-10-19 04:13:13 INFO::Fitting model to feature number 330, F344 2022-10-19 04:13:13 INFO::Fitting model to feature number 331, F345 2022-10-19 04:13:13 INFO::Fitting model to feature number 332, F346 2022-10-19 04:13:13 INFO::Fitting model to feature number 333, F347 2022-10-19 04:13:13 INFO::Fitting model to feature number 334, F348 2022-10-19 04:13:13 INFO::Fitting model to feature number 335, F350 2022-10-19 04:13:13 INFO::Fitting model to feature number 336, F351 2022-10-19 04:13:13 INFO::Fitting model to feature number 337, F352 2022-10-19 04:13:13 INFO::Fitting model to feature number 338, F353 2022-10-19 04:13:13 INFO::Fitting model to feature number 339, F355 2022-10-19 04:13:13 INFO::Fitting model to feature number 340, F356 2022-10-19 04:13:13 INFO::Fitting model to feature number 341, F357 2022-10-19 04:13:13 INFO::Fitting model to feature number 342, F358 2022-10-19 04:13:13 INFO::Fitting model to feature number 343, F359 2022-10-19 04:13:13 INFO::Fitting model to feature number 344, F360 2022-10-19 04:13:13 INFO::Fitting model to feature number 345, F361 2022-10-19 04:13:13 INFO::Fitting model to feature number 346, F362 2022-10-19 04:13:13 INFO::Fitting model to feature number 347, F363 2022-10-19 04:13:13 INFO::Fitting model to feature number 348, F364 2022-10-19 04:13:13 INFO::Fitting model to feature number 349, F365 2022-10-19 04:13:13 INFO::Fitting model to feature number 350, F366 2022-10-19 04:13:13 INFO::Fitting model to feature number 351, F367 2022-10-19 04:13:13 INFO::Fitting model to feature number 352, F368 2022-10-19 04:13:13 INFO::Fitting model to feature number 353, F369 2022-10-19 04:13:13 INFO::Fitting model to feature number 354, F370 2022-10-19 04:13:13 INFO::Fitting model to feature number 355, F371 2022-10-19 04:13:13 INFO::Fitting model to feature number 356, F372 2022-10-19 04:13:13 INFO::Fitting model to feature number 357, F373 2022-10-19 04:13:13 INFO::Fitting model to feature number 358, F374 2022-10-19 04:13:13 INFO::Fitting model to feature number 359, F375 2022-10-19 04:13:13 INFO::Fitting model to feature number 360, F376 2022-10-19 04:13:13 INFO::Fitting model to feature number 361, F377 2022-10-19 04:13:13 INFO::Fitting model to feature number 362, F378 2022-10-19 04:13:13 INFO::Fitting model to feature number 363, F379 2022-10-19 04:13:13 INFO::Fitting model to feature number 364, F380 2022-10-19 04:13:13 INFO::Fitting model to feature number 365, F381 2022-10-19 04:13:13 INFO::Fitting model to feature number 366, F382 2022-10-19 04:13:13 INFO::Fitting model to feature number 367, F383 2022-10-19 04:13:13 INFO::Fitting model to feature number 368, F384 2022-10-19 04:13:13 INFO::Fitting model to feature number 369, F386 2022-10-19 04:13:13 INFO::Fitting model to feature number 370, F387 2022-10-19 04:13:13 INFO::Fitting model to feature number 371, F388 2022-10-19 04:13:13 INFO::Fitting model to feature number 372, F389 2022-10-19 04:13:13 INFO::Fitting model to feature number 373, F390 2022-10-19 04:13:13 INFO::Fitting model to feature number 374, F391 2022-10-19 04:13:13 INFO::Fitting model to feature number 375, F392 2022-10-19 04:13:13 INFO::Fitting model to feature number 376, F393 2022-10-19 04:13:13 INFO::Fitting model to feature number 377, F394 2022-10-19 04:13:13 INFO::Fitting model to feature number 378, F395 2022-10-19 04:13:13 INFO::Fitting model to feature number 379, F396 2022-10-19 04:13:13 INFO::Fitting model to feature number 380, F397 2022-10-19 04:13:13 INFO::Fitting model to feature number 381, F398 2022-10-19 04:13:13 INFO::Fitting model to feature number 382, F399 2022-10-19 04:13:13 INFO::Fitting model to feature number 383, F400 2022-10-19 04:13:13 INFO::Fitting model to feature number 384, F401 2022-10-19 04:13:13 INFO::Fitting model to feature number 385, F402 2022-10-19 04:13:13 INFO::Fitting model to feature number 386, F403 2022-10-19 04:13:13 INFO::Fitting model to feature number 387, F404 2022-10-19 04:13:13 INFO::Fitting model to feature number 388, F406 2022-10-19 04:13:13 INFO::Fitting model to feature number 389, F407 2022-10-19 04:13:13 INFO::Fitting model to feature number 390, F408 2022-10-19 04:13:13 INFO::Fitting model to feature number 391, F409 2022-10-19 04:13:13 INFO::Fitting model to feature number 392, F410 2022-10-19 04:13:13 INFO::Fitting model to feature number 393, F411 2022-10-19 04:13:13 INFO::Fitting model to feature number 394, F412 2022-10-19 04:13:13 INFO::Fitting model to feature number 395, F413 2022-10-19 04:13:13 INFO::Fitting model to feature number 396, F414 2022-10-19 04:13:13 INFO::Fitting model to feature number 397, F415 2022-10-19 04:13:13 INFO::Fitting model to feature number 398, F416 2022-10-19 04:13:13 INFO::Fitting model to feature number 399, F417 2022-10-19 04:13:13 INFO::Fitting model to feature number 400, F418 2022-10-19 04:13:13 INFO::Fitting model to feature number 401, F419 2022-10-19 04:13:13 INFO::Fitting model to feature number 402, F420 2022-10-19 04:13:13 INFO::Fitting model to feature number 403, F421 2022-10-19 04:13:13 INFO::Fitting model to feature number 404, F422 2022-10-19 04:13:13 INFO::Fitting model to feature number 405, F423 2022-10-19 04:13:14 INFO::Fitting model to feature number 406, F425 2022-10-19 04:13:14 INFO::Fitting model to feature number 407, F426 2022-10-19 04:13:14 INFO::Fitting model to feature number 408, F428 2022-10-19 04:13:14 INFO::Fitting model to feature number 409, F429 2022-10-19 04:13:14 INFO::Fitting model to feature number 410, F430 2022-10-19 04:13:14 INFO::Fitting model to feature number 411, F431 2022-10-19 04:13:14 INFO::Fitting model to feature number 412, F432 2022-10-19 04:13:14 INFO::Fitting model to feature number 413, F433 2022-10-19 04:13:14 INFO::Fitting model to feature number 414, F434 2022-10-19 04:13:14 INFO::Fitting model to feature number 415, F435 2022-10-19 04:13:14 INFO::Fitting model to feature number 416, F436 2022-10-19 04:13:14 INFO::Fitting model to feature number 417, F437 2022-10-19 04:13:14 INFO::Fitting model to feature number 418, F438 2022-10-19 04:13:14 INFO::Fitting model to feature number 419, F439 2022-10-19 04:13:14 INFO::Fitting model to feature number 420, F440 2022-10-19 04:13:14 INFO::Fitting model to feature number 421, F441 2022-10-19 04:13:14 INFO::Fitting model to feature number 422, F442 2022-10-19 04:13:14 INFO::Fitting model to feature number 423, F443 2022-10-19 04:13:14 INFO::Fitting model to feature number 424, F444 2022-10-19 04:13:14 INFO::Fitting model to feature number 425, F445 2022-10-19 04:13:14 INFO::Fitting model to feature number 426, F446 2022-10-19 04:13:14 INFO::Fitting model to feature number 427, F447 2022-10-19 04:13:14 INFO::Fitting model to feature number 428, F448 2022-10-19 04:13:14 INFO::Fitting model to feature number 429, F449 2022-10-19 04:13:14 INFO::Fitting model to feature number 430, F450 2022-10-19 04:13:14 INFO::Fitting model to feature number 431, F451 2022-10-19 04:13:14 INFO::Fitting model to feature number 432, F452 2022-10-19 04:13:14 INFO::Fitting model to feature number 433, F454 2022-10-19 04:13:14 INFO::Fitting model to feature number 434, F455 2022-10-19 04:13:14 INFO::Fitting model to feature number 435, F456 2022-10-19 04:13:14 INFO::Fitting model to feature number 436, F457 2022-10-19 04:13:14 INFO::Fitting model to feature number 437, F458 2022-10-19 04:13:14 INFO::Fitting model to feature number 438, F459 2022-10-19 04:13:14 INFO::Fitting model to feature number 439, F461 2022-10-19 04:13:14 INFO::Fitting model to feature number 440, F462 2022-10-19 04:13:14 INFO::Fitting model to feature number 441, F463 2022-10-19 04:13:14 INFO::Fitting model to feature number 442, F464 2022-10-19 04:13:14 INFO::Fitting model to feature number 443, F465 2022-10-19 04:13:14 INFO::Fitting model to feature number 444, F466 2022-10-19 04:13:14 INFO::Fitting model to feature number 445, F467 2022-10-19 04:13:14 INFO::Fitting model to feature number 446, F468 2022-10-19 04:13:14 INFO::Fitting model to feature number 447, F469 2022-10-19 04:13:14 INFO::Fitting model to feature number 448, F470 2022-10-19 04:13:14 INFO::Fitting model to feature number 449, F471 2022-10-19 04:13:14 INFO::Fitting model to feature number 450, F474 2022-10-19 04:13:14 INFO::Fitting model to feature number 451, F475 2022-10-19 04:13:14 INFO::Fitting model to feature number 452, F476 2022-10-19 04:13:14 INFO::Fitting model to feature number 453, F477 2022-10-19 04:13:14 INFO::Fitting model to feature number 454, F478 2022-10-19 04:13:14 INFO::Fitting model to feature number 455, F479 2022-10-19 04:13:14 INFO::Fitting model to feature number 456, F480 2022-10-19 04:13:14 INFO::Fitting model to feature number 457, F481 2022-10-19 04:13:14 INFO::Fitting model to feature number 458, F482 2022-10-19 04:13:14 INFO::Fitting model to feature number 459, F483 2022-10-19 04:13:14 INFO::Fitting model to feature number 460, F484 2022-10-19 04:13:14 INFO::Fitting model to feature number 461, F485 2022-10-19 04:13:14 INFO::Fitting model to feature number 462, F486 2022-10-19 04:13:14 INFO::Fitting model to feature number 463, F487 2022-10-19 04:13:14 INFO::Fitting model to feature number 464, F488 2022-10-19 04:13:14 INFO::Fitting model to feature number 465, F489 2022-10-19 04:13:14 INFO::Fitting model to feature number 466, F490 2022-10-19 04:13:14 INFO::Fitting model to feature number 467, F491 2022-10-19 04:13:14 INFO::Fitting model to feature number 468, F492 2022-10-19 04:13:14 INFO::Fitting model to feature number 469, F493 2022-10-19 04:13:14 INFO::Fitting model to feature number 470, F494 2022-10-19 04:13:14 INFO::Fitting model to feature number 471, F495 2022-10-19 04:13:14 INFO::Fitting model to feature number 472, F496 2022-10-19 04:13:14 INFO::Fitting model to feature number 473, F497 2022-10-19 04:13:14 INFO::Fitting model to feature number 474, F498 2022-10-19 04:13:14 INFO::Fitting model to feature number 475, F499 2022-10-19 04:13:14 INFO::Fitting model to feature number 476, F500 2022-10-19 04:13:14 INFO::Fitting model to feature number 477, F501 2022-10-19 04:13:14 INFO::Fitting model to feature number 478, F502 2022-10-19 04:13:14 INFO::Fitting model to feature number 479, F503 2022-10-19 04:13:14 INFO::Fitting model to feature number 480, F504 2022-10-19 04:13:14 INFO::Fitting model to feature number 481, F505 2022-10-19 04:13:14 INFO::Fitting model to feature number 482, F506 2022-10-19 04:13:14 INFO::Fitting model to feature number 483, F507 2022-10-19 04:13:14 INFO::Fitting model to feature number 484, F508 2022-10-19 04:13:14 INFO::Fitting model to feature number 485, F509 2022-10-19 04:13:14 INFO::Fitting model to feature number 486, F510 2022-10-19 04:13:14 INFO::Fitting model to feature number 487, F511 2022-10-19 04:13:14 INFO::Fitting model to feature number 488, F512 2022-10-19 04:13:14 INFO::Fitting model to feature number 489, F513 2022-10-19 04:13:14 INFO::Fitting model to feature number 490, F514 2022-10-19 04:13:14 INFO::Fitting model to feature number 491, F515 2022-10-19 04:13:14 INFO::Fitting model to feature number 492, F516 2022-10-19 04:13:14 INFO::Fitting model to feature number 493, F517 2022-10-19 04:13:14 INFO::Fitting model to feature number 494, F518 2022-10-19 04:13:14 INFO::Fitting model to feature number 495, F519 2022-10-19 04:13:14 INFO::Fitting model to feature number 496, F520 2022-10-19 04:13:14 INFO::Fitting model to feature number 497, F521 2022-10-19 04:13:14 INFO::Fitting model to feature number 498, F522 2022-10-19 04:13:14 INFO::Fitting model to feature number 499, F523 2022-10-19 04:13:14 INFO::Fitting model to feature number 500, F524 2022-10-19 04:13:14 INFO::Fitting model to feature number 501, F525 2022-10-19 04:13:14 INFO::Fitting model to feature number 502, F526 2022-10-19 04:13:14 INFO::Fitting model to feature number 503, F527 2022-10-19 04:13:14 INFO::Fitting model to feature number 504, F528 2022-10-19 04:13:14 INFO::Fitting model to feature number 505, F529 2022-10-19 04:13:14 INFO::Fitting model to feature number 506, F530 2022-10-19 04:13:14 INFO::Fitting model to feature number 507, F531 2022-10-19 04:13:14 INFO::Fitting model to feature number 508, F532 2022-10-19 04:13:14 INFO::Fitting model to feature number 509, F533 2022-10-19 04:13:14 INFO::Fitting model to feature number 510, F534 2022-10-19 04:13:14 INFO::Fitting model to feature number 511, F535 2022-10-19 04:13:14 INFO::Fitting model to feature number 512, F536 2022-10-19 04:13:14 INFO::Fitting model to feature number 513, F537 2022-10-19 04:13:14 INFO::Fitting model to feature number 514, F539 2022-10-19 04:13:14 INFO::Fitting model to feature number 515, F540 2022-10-19 04:13:14 INFO::Fitting model to feature number 516, F541 2022-10-19 04:13:14 INFO::Fitting model to feature number 517, F543 2022-10-19 04:13:14 INFO::Fitting model to feature number 518, F544 2022-10-19 04:13:14 INFO::Fitting model to feature number 519, F545 2022-10-19 04:13:14 INFO::Fitting model to feature number 520, F546 2022-10-19 04:13:14 INFO::Fitting model to feature number 521, F547 2022-10-19 04:13:15 INFO::Fitting model to feature number 522, F548 2022-10-19 04:13:15 INFO::Fitting model to feature number 523, F549 2022-10-19 04:13:15 INFO::Fitting model to feature number 524, F550 2022-10-19 04:13:15 INFO::Fitting model to feature number 525, F551 2022-10-19 04:13:15 INFO::Fitting model to feature number 526, F552 2022-10-19 04:13:15 INFO::Fitting model to feature number 527, F553 2022-10-19 04:13:15 INFO::Fitting model to feature number 528, F554 2022-10-19 04:13:15 INFO::Fitting model to feature number 529, F555 2022-10-19 04:13:15 INFO::Fitting model to feature number 530, F556 2022-10-19 04:13:15 INFO::Fitting model to feature number 531, F557 2022-10-19 04:13:15 INFO::Fitting model to feature number 532, F558 2022-10-19 04:13:15 INFO::Fitting model to feature number 533, F559 2022-10-19 04:13:15 INFO::Fitting model to feature number 534, F560 2022-10-19 04:13:15 INFO::Fitting model to feature number 535, F561 2022-10-19 04:13:15 INFO::Fitting model to feature number 536, F562 2022-10-19 04:13:15 INFO::Fitting model to feature number 537, F563 2022-10-19 04:13:15 INFO::Fitting model to feature number 538, F564 2022-10-19 04:13:15 INFO::Fitting model to feature number 539, F566 2022-10-19 04:13:15 INFO::Fitting model to feature number 540, F567 2022-10-19 04:13:15 INFO::Fitting model to feature number 541, F568 2022-10-19 04:13:15 INFO::Fitting model to feature number 542, F569 2022-10-19 04:13:15 INFO::Fitting model to feature number 543, F570 2022-10-19 04:13:15 INFO::Fitting model to feature number 544, F571 2022-10-19 04:13:15 INFO::Fitting model to feature number 545, F572 2022-10-19 04:13:15 INFO::Fitting model to feature number 546, F573 2022-10-19 04:13:15 INFO::Fitting model to feature number 547, F574 2022-10-19 04:13:15 INFO::Fitting model to feature number 548, F575 2022-10-19 04:13:15 INFO::Fitting model to feature number 549, F576 2022-10-19 04:13:15 INFO::Fitting model to feature number 550, F577 2022-10-19 04:13:15 INFO::Fitting model to feature number 551, F578 2022-10-19 04:13:15 INFO::Fitting model to feature number 552, F579 2022-10-19 04:13:15 INFO::Fitting model to feature number 553, F580 2022-10-19 04:13:15 INFO::Fitting model to feature number 554, F581 2022-10-19 04:13:15 INFO::Fitting model to feature number 555, F582 2022-10-19 04:13:15 INFO::Fitting model to feature number 556, F583 2022-10-19 04:13:15 INFO::Fitting model to feature number 557, F584 2022-10-19 04:13:15 INFO::Fitting model to feature number 558, F585 2022-10-19 04:13:15 INFO::Fitting model to feature number 559, F586 2022-10-19 04:13:15 INFO::Fitting model to feature number 560, F587 2022-10-19 04:13:15 INFO::Fitting model to feature number 561, F588 2022-10-19 04:13:15 INFO::Fitting model to feature number 562, F589 2022-10-19 04:13:15 INFO::Fitting model to feature number 563, F590 2022-10-19 04:13:15 INFO::Fitting model to feature number 564, F591 2022-10-19 04:13:15 INFO::Fitting model to feature number 565, F592 2022-10-19 04:13:15 INFO::Fitting model to feature number 566, F593 2022-10-19 04:13:15 INFO::Fitting model to feature number 567, F594 2022-10-19 04:13:15 INFO::Fitting model to feature number 568, F595 2022-10-19 04:13:15 INFO::Fitting model to feature number 569, F596 2022-10-19 04:13:15 INFO::Fitting model to feature number 570, F597 2022-10-19 04:13:15 INFO::Fitting model to feature number 571, F598 2022-10-19 04:13:15 INFO::Fitting model to feature number 572, F599 2022-10-19 04:13:15 INFO::Fitting model to feature number 573, F600 2022-10-19 04:13:15 INFO::Fitting model to feature number 574, F601 2022-10-19 04:13:15 INFO::Fitting model to feature number 575, F602 2022-10-19 04:13:15 INFO::Fitting model to feature number 576, F603 2022-10-19 04:13:15 INFO::Fitting model to feature number 577, F605 2022-10-19 04:13:15 INFO::Fitting model to feature number 578, F606 2022-10-19 04:13:15 INFO::Fitting model to feature number 579, F607 2022-10-19 04:13:15 INFO::Fitting model to feature number 580, F608 2022-10-19 04:13:15 INFO::Fitting model to feature number 581, F609 2022-10-19 04:13:15 INFO::Fitting model to feature number 582, F610 2022-10-19 04:13:15 INFO::Fitting model to feature number 583, F611 2022-10-19 04:13:15 INFO::Fitting model to feature number 584, F612 2022-10-19 04:13:15 INFO::Fitting model to feature number 585, F613 2022-10-19 04:13:15 INFO::Fitting model to feature number 586, F614 2022-10-19 04:13:15 INFO::Fitting model to feature number 587, F615 2022-10-19 04:13:15 INFO::Fitting model to feature number 588, F616 2022-10-19 04:13:15 INFO::Fitting model to feature number 589, F617 2022-10-19 04:13:15 INFO::Fitting model to feature number 590, F618 2022-10-19 04:13:15 INFO::Fitting model to feature number 591, F619 2022-10-19 04:13:15 INFO::Fitting model to feature number 592, F620 2022-10-19 04:13:15 INFO::Fitting model to feature number 593, F621 2022-10-19 04:13:15 INFO::Fitting model to feature number 594, F622 2022-10-19 04:13:15 INFO::Fitting model to feature number 595, F623 2022-10-19 04:13:15 INFO::Fitting model to feature number 596, F624 2022-10-19 04:13:15 INFO::Fitting model to feature number 597, F625 2022-10-19 04:13:15 INFO::Fitting model to feature number 598, F626 2022-10-19 04:13:15 INFO::Fitting model to feature number 599, F627 2022-10-19 04:13:15 INFO::Fitting model to feature number 600, F628 2022-10-19 04:13:15 INFO::Fitting model to feature number 601, F629 2022-10-19 04:13:15 INFO::Fitting model to feature number 602, F630 2022-10-19 04:13:15 INFO::Fitting model to feature number 603, F631 2022-10-19 04:13:15 INFO::Fitting model to feature number 604, F632 2022-10-19 04:13:15 INFO::Fitting model to feature number 605, F633 2022-10-19 04:13:15 INFO::Fitting model to feature number 606, F634 2022-10-19 04:13:15 INFO::Fitting model to feature number 607, F635 2022-10-19 04:13:15 INFO::Fitting model to feature number 608, F636 2022-10-19 04:13:15 INFO::Fitting model to feature number 609, F637 2022-10-19 04:13:15 INFO::Fitting model to feature number 610, F638 2022-10-19 04:13:15 INFO::Fitting model to feature number 611, F639 2022-10-19 04:13:15 INFO::Fitting model to feature number 612, F640 2022-10-19 04:13:15 INFO::Fitting model to feature number 613, F641 2022-10-19 04:13:15 INFO::Fitting model to feature number 614, F642 2022-10-19 04:13:15 INFO::Fitting model to feature number 615, F643 2022-10-19 04:13:15 INFO::Fitting model to feature number 616, F644 2022-10-19 04:13:15 INFO::Fitting model to feature number 617, F645 2022-10-19 04:13:15 INFO::Fitting model to feature number 618, F646 2022-10-19 04:13:15 INFO::Fitting model to feature number 619, F647 2022-10-19 04:13:15 INFO::Fitting model to feature number 620, F648 2022-10-19 04:13:15 INFO::Fitting model to feature number 621, F649 2022-10-19 04:13:15 INFO::Fitting model to feature number 622, F650 2022-10-19 04:13:15 INFO::Fitting model to feature number 623, F651 2022-10-19 04:13:15 INFO::Fitting model to feature number 624, F652 2022-10-19 04:13:15 INFO::Fitting model to feature number 625, F653 2022-10-19 04:13:15 INFO::Fitting model to feature number 626, F654 2022-10-19 04:13:15 INFO::Fitting model to feature number 627, F655 2022-10-19 04:13:15 INFO::Fitting model to feature number 628, F656 2022-10-19 04:13:15 INFO::Fitting model to feature number 629, F657 2022-10-19 04:13:15 INFO::Fitting model to feature number 630, F658 2022-10-19 04:13:15 INFO::Fitting model to feature number 631, F659 2022-10-19 04:13:15 INFO::Fitting model to feature number 632, F660 2022-10-19 04:13:15 INFO::Fitting model to feature number 633, F661 2022-10-19 04:13:15 INFO::Fitting model to feature number 634, F662 2022-10-19 04:13:16 INFO::Fitting model to feature number 635, F663 2022-10-19 04:13:16 INFO::Fitting model to feature number 636, F664 2022-10-19 04:13:16 INFO::Fitting model to feature number 637, F665 2022-10-19 04:13:16 INFO::Fitting model to feature number 638, F666 2022-10-19 04:13:16 INFO::Fitting model to feature number 639, F667 2022-10-19 04:13:16 INFO::Fitting model to feature number 640, F668 2022-10-19 04:13:16 INFO::Fitting model to feature number 641, F669 2022-10-19 04:13:16 INFO::Fitting model to feature number 642, F670 2022-10-19 04:13:16 INFO::Fitting model to feature number 643, F671 2022-10-19 04:13:16 INFO::Fitting model to feature number 644, F672 2022-10-19 04:13:16 INFO::Fitting model to feature number 645, F673 2022-10-19 04:13:16 INFO::Fitting model to feature number 646, F674 2022-10-19 04:13:16 INFO::Fitting model to feature number 647, F675 2022-10-19 04:13:16 INFO::Fitting model to feature number 648, F676 2022-10-19 04:13:16 INFO::Fitting model to feature number 649, F677 2022-10-19 04:13:16 INFO::Fitting model to feature number 650, F678 2022-10-19 04:13:16 INFO::Fitting model to feature number 651, F679 2022-10-19 04:13:16 INFO::Fitting model to feature number 652, F680 2022-10-19 04:13:16 INFO::Fitting model to feature number 653, F681 2022-10-19 04:13:16 INFO::Fitting model to feature number 654, F682 2022-10-19 04:13:16 INFO::Fitting model to feature number 655, F683 2022-10-19 04:13:16 INFO::Fitting model to feature number 656, F684 2022-10-19 04:13:16 INFO::Fitting model to feature number 657, F685 2022-10-19 04:13:16 INFO::Fitting model to feature number 658, F686 2022-10-19 04:13:16 INFO::Fitting model to feature number 659, F687 2022-10-19 04:13:16 INFO::Fitting model to feature number 660, F688 2022-10-19 04:13:16 INFO::Fitting model to feature number 661, F689 2022-10-19 04:13:16 INFO::Fitting model to feature number 662, F690 2022-10-19 04:13:16 INFO::Fitting model to feature number 663, F691 2022-10-19 04:13:16 INFO::Fitting model to feature number 664, F692 2022-10-19 04:13:16 INFO::Fitting model to feature number 665, F693 2022-10-19 04:13:16 INFO::Fitting model to feature number 666, F694 2022-10-19 04:13:16 INFO::Fitting model to feature number 667, F695 2022-10-19 04:13:16 INFO::Fitting model to feature number 668, F696 2022-10-19 04:13:16 INFO::Fitting model to feature number 669, F697 2022-10-19 04:13:16 INFO::Fitting model to feature number 670, F698 2022-10-19 04:13:16 INFO::Fitting model to feature number 671, F699 2022-10-19 04:13:16 INFO::Fitting model to feature number 672, F700 2022-10-19 04:13:16 INFO::Fitting model to feature number 673, F701 2022-10-19 04:13:16 INFO::Fitting model to feature number 674, F702 2022-10-19 04:13:16 INFO::Fitting model to feature number 675, F704 2022-10-19 04:13:16 INFO::Fitting model to feature number 676, F705 2022-10-19 04:13:16 INFO::Fitting model to feature number 677, F706 2022-10-19 04:13:16 INFO::Fitting model to feature number 678, F707 2022-10-19 04:13:16 INFO::Fitting model to feature number 679, F708 2022-10-19 04:13:16 INFO::Fitting model to feature number 680, F709 2022-10-19 04:13:16 INFO::Fitting model to feature number 681, F710 2022-10-19 04:13:16 INFO::Fitting model to feature number 682, F711 2022-10-19 04:13:16 INFO::Fitting model to feature number 683, F712 2022-10-19 04:13:16 INFO::Fitting model to feature number 684, F713 2022-10-19 04:13:16 INFO::Fitting model to feature number 685, F714 2022-10-19 04:13:16 INFO::Fitting model to feature number 686, F715 2022-10-19 04:13:16 INFO::Fitting model to feature number 687, F716 2022-10-19 04:13:16 INFO::Fitting model to feature number 688, F717 2022-10-19 04:13:16 INFO::Fitting model to feature number 689, F718 2022-10-19 04:13:16 INFO::Fitting model to feature number 690, F719 2022-10-19 04:13:16 INFO::Fitting model to feature number 691, F720 2022-10-19 04:13:16 INFO::Fitting model to feature number 692, F721 2022-10-19 04:13:16 INFO::Fitting model to feature number 693, F722 2022-10-19 04:13:16 INFO::Fitting model to feature number 694, F723 2022-10-19 04:13:16 INFO::Fitting model to feature number 695, F724 2022-10-19 04:13:16 INFO::Fitting model to feature number 696, F725 2022-10-19 04:13:16 INFO::Fitting model to feature number 697, F726 2022-10-19 04:13:16 INFO::Fitting model to feature number 698, F727 2022-10-19 04:13:16 INFO::Fitting model to feature number 699, F728 2022-10-19 04:13:16 INFO::Fitting model to feature number 700, F729 2022-10-19 04:13:16 INFO::Fitting model to feature number 701, F730 2022-10-19 04:13:16 INFO::Fitting model to feature number 702, F731 2022-10-19 04:13:16 INFO::Fitting model to feature number 703, F732 2022-10-19 04:13:16 INFO::Fitting model to feature number 704, F733 2022-10-19 04:13:16 INFO::Fitting model to feature number 705, F734 2022-10-19 04:13:16 INFO::Fitting model to feature number 706, F735 2022-10-19 04:13:16 INFO::Fitting model to feature number 707, F736 2022-10-19 04:13:16 INFO::Fitting model to feature number 708, F737 2022-10-19 04:13:16 INFO::Fitting model to feature number 709, F739 2022-10-19 04:13:16 INFO::Fitting model to feature number 710, F740 2022-10-19 04:13:16 INFO::Fitting model to feature number 711, F741 2022-10-19 04:13:16 INFO::Fitting model to feature number 712, F742 2022-10-19 04:13:16 INFO::Fitting model to feature number 713, F743 2022-10-19 04:13:16 INFO::Fitting model to feature number 714, F744 2022-10-19 04:13:16 INFO::Fitting model to feature number 715, F745 2022-10-19 04:13:16 INFO::Fitting model to feature number 716, F746 2022-10-19 04:13:16 INFO::Fitting model to feature number 717, F747 2022-10-19 04:13:16 INFO::Fitting model to feature number 718, F748 2022-10-19 04:13:16 INFO::Fitting model to feature number 719, F749 2022-10-19 04:13:16 INFO::Fitting model to feature number 720, F750 2022-10-19 04:13:16 INFO::Fitting model to feature number 721, F751 2022-10-19 04:13:16 INFO::Fitting model to feature number 722, F752 2022-10-19 04:13:16 INFO::Fitting model to feature number 723, F753 2022-10-19 04:13:16 INFO::Fitting model to feature number 724, F754 2022-10-19 04:13:16 INFO::Fitting model to feature number 725, F755 2022-10-19 04:13:16 INFO::Fitting model to feature number 726, F756 2022-10-19 04:13:16 INFO::Fitting model to feature number 727, F757 2022-10-19 04:13:16 INFO::Fitting model to feature number 728, F758 2022-10-19 04:13:16 INFO::Fitting model to feature number 729, F759 2022-10-19 04:13:16 INFO::Fitting model to feature number 730, F760 2022-10-19 04:13:16 INFO::Fitting model to feature number 731, F761 2022-10-19 04:13:16 INFO::Fitting model to feature number 732, F762 2022-10-19 04:13:16 INFO::Fitting model to feature number 733, F763 2022-10-19 04:13:16 INFO::Fitting model to feature number 734, F764 2022-10-19 04:13:16 INFO::Fitting model to feature number 735, F765 2022-10-19 04:13:16 INFO::Fitting model to feature number 736, F766 2022-10-19 04:13:16 INFO::Fitting model to feature number 737, F767 2022-10-19 04:13:16 INFO::Fitting model to feature number 738, F768 2022-10-19 04:13:16 INFO::Fitting model to feature number 739, F769 2022-10-19 04:13:16 INFO::Fitting model to feature number 740, F770 2022-10-19 04:13:16 INFO::Fitting model to feature number 741, F771 2022-10-19 04:13:17 INFO::Fitting model to feature number 742, F772 2022-10-19 04:13:17 INFO::Fitting model to feature number 743, F773 2022-10-19 04:13:17 INFO::Fitting model to feature number 744, F774 2022-10-19 04:13:17 INFO::Fitting model to feature number 745, F775 2022-10-19 04:13:17 INFO::Fitting model to feature number 746, F776 2022-10-19 04:13:17 INFO::Fitting model to feature number 747, F777 2022-10-19 04:13:17 INFO::Fitting model to feature number 748, F778 2022-10-19 04:13:17 INFO::Fitting model to feature number 749, F779 2022-10-19 04:13:17 INFO::Fitting model to feature number 750, F780 2022-10-19 04:13:17 INFO::Fitting model to feature number 751, F781 2022-10-19 04:13:17 INFO::Fitting model to feature number 752, F782 2022-10-19 04:13:17 INFO::Fitting model to feature number 753, F783 2022-10-19 04:13:17 INFO::Fitting model to feature number 754, F784 2022-10-19 04:13:17 INFO::Fitting model to feature number 755, F785 2022-10-19 04:13:17 INFO::Fitting model to feature number 756, F786 2022-10-19 04:13:17 INFO::Fitting model to feature number 757, F787 2022-10-19 04:13:17 INFO::Fitting model to feature number 758, F788 2022-10-19 04:13:17 INFO::Fitting model to feature number 759, F789 2022-10-19 04:13:17 INFO::Fitting model to feature number 760, F790 2022-10-19 04:13:17 INFO::Fitting model to feature number 761, F791 2022-10-19 04:13:17 INFO::Fitting model to feature number 762, F792 2022-10-19 04:13:17 INFO::Fitting model to feature number 763, F793 2022-10-19 04:13:17 INFO::Fitting model to feature number 764, F794 2022-10-19 04:13:17 INFO::Fitting model to feature number 765, F795 2022-10-19 04:13:17 INFO::Fitting model to feature number 766, F796 2022-10-19 04:13:17 INFO::Fitting model to feature number 767, F797 2022-10-19 04:13:17 INFO::Fitting model to feature number 768, F798 2022-10-19 04:13:17 INFO::Fitting model to feature number 769, F799 2022-10-19 04:13:17 INFO::Fitting model to feature number 770, F800 2022-10-19 04:13:17 INFO::Fitting model to feature number 771, F801 2022-10-19 04:13:17 INFO::Fitting model to feature number 772, F802 2022-10-19 04:13:17 INFO::Fitting model to feature number 773, F803 2022-10-19 04:13:17 INFO::Fitting model to feature number 774, F804 2022-10-19 04:13:17 INFO::Fitting model to feature number 775, F805 2022-10-19 04:13:17 INFO::Fitting model to feature number 776, F806 2022-10-19 04:13:17 INFO::Fitting model to feature number 777, F808 2022-10-19 04:13:17 INFO::Fitting model to feature number 778, F809 2022-10-19 04:13:17 INFO::Fitting model to feature number 779, F810 2022-10-19 04:13:17 INFO::Fitting model to feature number 780, F811 2022-10-19 04:13:17 INFO::Fitting model to feature number 781, F812 2022-10-19 04:13:17 INFO::Fitting model to feature number 782, F813 2022-10-19 04:13:17 INFO::Fitting model to feature number 783, F814 2022-10-19 04:13:17 INFO::Fitting model to feature number 784, F815 2022-10-19 04:13:17 INFO::Fitting model to feature number 785, F816 2022-10-19 04:13:17 INFO::Fitting model to feature number 786, F817 2022-10-19 04:13:17 INFO::Fitting model to feature number 787, F818 2022-10-19 04:13:17 INFO::Fitting model to feature number 788, F819 2022-10-19 04:13:17 INFO::Fitting model to feature number 789, F820 2022-10-19 04:13:17 INFO::Fitting model to feature number 790, F821 2022-10-19 04:13:17 INFO::Fitting model to feature number 791, F822 2022-10-19 04:13:17 INFO::Fitting model to feature number 792, F823 2022-10-19 04:13:17 INFO::Fitting model to feature number 793, F824 2022-10-19 04:13:17 INFO::Fitting model to feature number 794, F825 2022-10-19 04:13:17 INFO::Fitting model to feature number 795, F826 2022-10-19 04:13:17 INFO::Fitting model to feature number 796, F827 2022-10-19 04:13:17 INFO::Fitting model to feature number 797, F828 2022-10-19 04:13:17 INFO::Fitting model to feature number 798, F829 2022-10-19 04:13:17 INFO::Fitting model to feature number 799, F830 2022-10-19 04:13:17 INFO::Fitting model to feature number 800, F831 2022-10-19 04:13:17 INFO::Fitting model to feature number 801, F832 2022-10-19 04:13:17 INFO::Fitting model to feature number 802, F833 2022-10-19 04:13:17 INFO::Fitting model to feature number 803, F834 2022-10-19 04:13:17 INFO::Fitting model to feature number 804, F835 2022-10-19 04:13:17 INFO::Fitting model to feature number 805, F836 2022-10-19 04:13:17 INFO::Fitting model to feature number 806, F837 2022-10-19 04:13:17 INFO::Fitting model to feature number 807, F838 2022-10-19 04:13:17 INFO::Fitting model to feature number 808, F839 2022-10-19 04:13:17 INFO::Fitting model to feature number 809, F840 2022-10-19 04:13:17 INFO::Fitting model to feature number 810, F841 2022-10-19 04:13:17 INFO::Fitting model to feature number 811, F842 2022-10-19 04:13:17 INFO::Fitting model to feature number 812, F843 2022-10-19 04:13:17 INFO::Fitting model to feature number 813, F844 2022-10-19 04:13:17 INFO::Fitting model to feature number 814, F845 2022-10-19 04:13:17 INFO::Fitting model to feature number 815, F846 2022-10-19 04:13:17 INFO::Fitting model to feature number 816, F847 2022-10-19 04:13:17 INFO::Fitting model to feature number 817, F848 2022-10-19 04:13:17 INFO::Fitting model to feature number 818, F849 2022-10-19 04:13:17 INFO::Fitting model to feature number 819, F850 2022-10-19 04:13:17 INFO::Fitting model to feature number 820, F851 2022-10-19 04:13:17 INFO::Fitting model to feature number 821, F852 2022-10-19 04:13:17 INFO::Fitting model to feature number 822, F853 2022-10-19 04:13:17 INFO::Fitting model to feature number 823, F854 2022-10-19 04:13:17 INFO::Fitting model to feature number 824, F855 2022-10-19 04:13:17 INFO::Fitting model to feature number 825, F856 2022-10-19 04:13:17 INFO::Fitting model to feature number 826, F857 2022-10-19 04:13:17 INFO::Fitting model to feature number 827, F858 2022-10-19 04:13:17 INFO::Fitting model to feature number 828, F859 2022-10-19 04:13:17 INFO::Fitting model to feature number 829, F860 2022-10-19 04:13:17 INFO::Fitting model to feature number 830, F861 2022-10-19 04:13:17 INFO::Fitting model to feature number 831, F862 2022-10-19 04:13:17 INFO::Fitting model to feature number 832, F863 2022-10-19 04:13:17 INFO::Fitting model to feature number 833, F864 2022-10-19 04:13:17 INFO::Fitting model to feature number 834, F865 2022-10-19 04:13:17 INFO::Fitting model to feature number 835, F866 2022-10-19 04:13:17 INFO::Fitting model to feature number 836, F867 2022-10-19 04:13:17 INFO::Fitting model to feature number 837, F868 2022-10-19 04:13:17 INFO::Fitting model to feature number 838, F869 2022-10-19 04:13:17 INFO::Fitting model to feature number 839, F870 2022-10-19 04:13:17 INFO::Fitting model to feature number 840, F871 2022-10-19 04:13:17 INFO::Fitting model to feature number 841, F872 2022-10-19 04:13:17 INFO::Fitting model to feature number 842, F873 2022-10-19 04:13:17 INFO::Fitting model to feature number 843, F874 2022-10-19 04:13:17 INFO::Fitting model to feature number 844, F875 2022-10-19 04:13:17 INFO::Fitting model to feature number 845, F876 2022-10-19 04:13:17 INFO::Fitting model to feature number 846, F877 2022-10-19 04:13:17 INFO::Fitting model to feature number 847, F878 2022-10-19 04:13:17 INFO::Fitting model to feature number 848, F879 2022-10-19 04:13:17 INFO::Fitting model to feature number 849, F880 2022-10-19 04:13:17 INFO::Fitting model to feature number 850, F881 2022-10-19 04:13:17 INFO::Fitting model to feature number 851, F882 2022-10-19 04:13:18 INFO::Fitting model to feature number 852, F883 2022-10-19 04:13:18 INFO::Fitting model to feature number 853, F884 2022-10-19 04:13:18 INFO::Fitting model to feature number 854, F885 2022-10-19 04:13:18 INFO::Fitting model to feature number 855, F886 2022-10-19 04:13:18 INFO::Fitting model to feature number 856, F887 2022-10-19 04:13:18 INFO::Fitting model to feature number 857, F888 2022-10-19 04:13:18 INFO::Fitting model to feature number 858, F889 2022-10-19 04:13:18 INFO::Fitting model to feature number 859, F890 2022-10-19 04:13:18 INFO::Fitting model to feature number 860, F891 2022-10-19 04:13:18 INFO::Fitting model to feature number 861, F892 2022-10-19 04:13:18 INFO::Fitting model to feature number 862, F893 2022-10-19 04:13:18 INFO::Fitting model to feature number 863, F894 2022-10-19 04:13:18 INFO::Fitting model to feature number 864, F895 2022-10-19 04:13:18 INFO::Fitting model to feature number 865, F896 2022-10-19 04:13:18 INFO::Fitting model to feature number 866, F897 2022-10-19 04:13:18 INFO::Fitting model to feature number 867, F898 2022-10-19 04:13:18 INFO::Fitting model to feature number 868, F899 2022-10-19 04:13:18 INFO::Fitting model to feature number 869, F900 2022-10-19 04:13:18 INFO::Counting total values for each feature 2022-10-19 04:13:18 WARNING::Deleting existing residuals file: maaslin2_output/residuals.rds 2022-10-19 04:13:18 INFO::Writing residuals to file maaslin2_output/residuals.rds 2022-10-19 04:13:19 WARNING::Deleting existing fitted file: maaslin2_output/fitted.rds 2022-10-19 04:13:19 INFO::Writing fitted values to file maaslin2_output/fitted.rds 2022-10-19 04:13:19 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2022-10-19 04:13:19 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" 2022-10-19 04:13:46 INFO::Writing function arguments to log file 2022-10-19 04:13:47 INFO::Verifying options selected are valid 2022-10-19 04:13:47 INFO::Determining format of input files 2022-10-19 04:13:47 INFO::Input format is data samples as columns and metadata samples as rows 2022-10-19 04:13:47 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics 2022-10-19 04:13:47 INFO::Filter data based on min abundance and min prevalence 2022-10-19 04:13:47 INFO::Total samples in data: 102 2022-10-19 04:13:47 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000 2022-10-19 04:13:47 INFO::Total filtered features: 0 2022-10-19 04:13:47 INFO::Filtered feature names from abundance and prevalence filtering: 2022-10-19 04:13:47 INFO::Total filtered features with variance filtering: 0 2022-10-19 04:13:47 INFO::Filtered feature names from variance filtering: 2022-10-19 04:13:47 INFO::Running selected normalization method: NONE 2022-10-19 04:13:47 INFO::Applying z-score to standardize continuous metadata 2022-10-19 04:13:47 INFO::Running selected transform method: NONE 2022-10-19 04:13:47 INFO::Running selected analysis method: LM 2022-10-19 04:13:47 INFO::Fitting model to feature number 1, F1 2022-10-19 04:13:47 INFO::Fitting model to feature number 2, F2 2022-10-19 04:13:47 INFO::Fitting model to feature number 3, F3 2022-10-19 04:13:47 INFO::Fitting model to feature number 4, F4 2022-10-19 04:13:47 INFO::Fitting model to feature number 5, F5 2022-10-19 04:13:47 INFO::Fitting model to feature number 6, F6 2022-10-19 04:13:47 INFO::Fitting model to feature number 7, F7 2022-10-19 04:13:47 INFO::Fitting model to feature number 8, F8 2022-10-19 04:13:47 INFO::Fitting model to feature number 9, F9 2022-10-19 04:13:47 INFO::Fitting model to feature number 10, F10 2022-10-19 04:13:47 INFO::Fitting model to feature number 11, F11 2022-10-19 04:13:47 INFO::Fitting model to feature number 12, F12 2022-10-19 04:13:47 INFO::Fitting model to feature number 13, F13 2022-10-19 04:13:47 INFO::Fitting model to feature number 14, F14 2022-10-19 04:13:47 INFO::Fitting model to feature number 15, F15 2022-10-19 04:13:47 INFO::Fitting model to feature number 16, F16 2022-10-19 04:13:47 INFO::Fitting model to feature number 17, F17 2022-10-19 04:13:47 INFO::Fitting model to feature number 18, F18 2022-10-19 04:13:47 INFO::Fitting model to feature number 19, F19 2022-10-19 04:13:47 INFO::Fitting model to feature number 20, F20 2022-10-19 04:13:47 INFO::Fitting model to feature number 21, F21 2022-10-19 04:13:47 INFO::Fitting model to feature number 22, F22 2022-10-19 04:13:47 INFO::Fitting model to feature number 23, F23 2022-10-19 04:13:47 INFO::Fitting model to feature number 24, F24 2022-10-19 04:13:47 INFO::Fitting model to feature number 25, F25 2022-10-19 04:13:47 INFO::Fitting model to feature number 26, F26 2022-10-19 04:13:47 INFO::Fitting model to feature number 27, F27 2022-10-19 04:13:47 INFO::Fitting model to feature number 28, F28 2022-10-19 04:13:47 INFO::Fitting model to feature number 29, F29 2022-10-19 04:13:47 INFO::Fitting model to feature number 30, F30 2022-10-19 04:13:47 INFO::Fitting model to feature number 31, F31 2022-10-19 04:13:47 INFO::Fitting model to feature number 32, F32 2022-10-19 04:13:47 INFO::Fitting model to feature number 33, F33 2022-10-19 04:13:47 INFO::Fitting model to feature number 34, F34 2022-10-19 04:13:47 INFO::Fitting model to feature number 35, F35 2022-10-19 04:13:47 INFO::Fitting model to feature number 36, F36 2022-10-19 04:13:47 INFO::Fitting model to feature number 37, F37 2022-10-19 04:13:47 INFO::Fitting model to feature number 38, F38 2022-10-19 04:13:47 INFO::Fitting model to feature number 39, F39 2022-10-19 04:13:47 INFO::Fitting model to feature number 40, F40 2022-10-19 04:13:47 INFO::Fitting model to feature number 41, F41 2022-10-19 04:13:47 INFO::Fitting model to feature number 42, F43 2022-10-19 04:13:47 INFO::Fitting model to feature number 43, F44 2022-10-19 04:13:47 INFO::Fitting model to feature number 44, F45 2022-10-19 04:13:47 INFO::Fitting model to feature number 45, F46 2022-10-19 04:13:47 INFO::Fitting model to feature number 46, F47 2022-10-19 04:13:47 INFO::Fitting model to feature number 47, F48 2022-10-19 04:13:47 INFO::Fitting model to feature number 48, F49 2022-10-19 04:13:47 INFO::Fitting model to feature number 49, F50 2022-10-19 04:13:47 INFO::Fitting model to feature number 50, F51 2022-10-19 04:13:47 INFO::Fitting model to feature number 51, F52 2022-10-19 04:13:47 INFO::Fitting model to feature number 52, F53 2022-10-19 04:13:47 INFO::Fitting model to feature number 53, F54 2022-10-19 04:13:47 INFO::Fitting model to feature number 54, F55 2022-10-19 04:13:47 INFO::Fitting model to feature number 55, F56 2022-10-19 04:13:47 INFO::Fitting model to feature number 56, F57 2022-10-19 04:13:47 INFO::Fitting model to feature number 57, F58 2022-10-19 04:13:47 INFO::Fitting model to feature number 58, F59 2022-10-19 04:13:47 INFO::Fitting model to feature number 59, F60 2022-10-19 04:13:47 INFO::Fitting model to feature number 60, F63 2022-10-19 04:13:47 INFO::Fitting model to feature number 61, F64 2022-10-19 04:13:47 INFO::Fitting model to feature number 62, F65 2022-10-19 04:13:47 INFO::Fitting model to feature number 63, F66 2022-10-19 04:13:47 INFO::Fitting model to feature number 64, F67 2022-10-19 04:13:47 INFO::Fitting model to feature number 65, F68 2022-10-19 04:13:47 INFO::Fitting model to feature number 66, F69 2022-10-19 04:13:47 INFO::Fitting model to feature number 67, F70 2022-10-19 04:13:47 INFO::Fitting model to feature number 68, F71 2022-10-19 04:13:47 INFO::Fitting model to feature number 69, F72 2022-10-19 04:13:47 INFO::Fitting model to feature number 70, F73 2022-10-19 04:13:47 INFO::Fitting model to feature number 71, F74 2022-10-19 04:13:47 INFO::Fitting model to feature number 72, F76 2022-10-19 04:13:47 INFO::Fitting model to feature number 73, F77 2022-10-19 04:13:47 INFO::Fitting model to feature number 74, F78 2022-10-19 04:13:47 INFO::Fitting model to feature number 75, F79 2022-10-19 04:13:47 INFO::Fitting model to feature number 76, F80 2022-10-19 04:13:47 INFO::Fitting model to feature number 77, F81 2022-10-19 04:13:47 INFO::Fitting model to feature number 78, F82 2022-10-19 04:13:47 INFO::Fitting model to feature number 79, F83 2022-10-19 04:13:47 INFO::Fitting model to feature number 80, F84 2022-10-19 04:13:47 INFO::Fitting model to feature number 81, F85 2022-10-19 04:13:47 INFO::Fitting model to feature number 82, F86 2022-10-19 04:13:47 INFO::Fitting model to feature number 83, F87 2022-10-19 04:13:47 INFO::Fitting model to feature number 84, F88 2022-10-19 04:13:47 INFO::Fitting model to feature number 85, F89 2022-10-19 04:13:47 INFO::Fitting model to feature number 86, F90 2022-10-19 04:13:47 INFO::Fitting model to feature number 87, F91 2022-10-19 04:13:47 INFO::Fitting model to feature number 88, F92 2022-10-19 04:13:47 INFO::Fitting model to feature number 89, F93 2022-10-19 04:13:47 INFO::Fitting model to feature number 90, F94 2022-10-19 04:13:47 INFO::Fitting model to feature number 91, F95 2022-10-19 04:13:47 INFO::Fitting model to feature number 92, F96 2022-10-19 04:13:48 INFO::Fitting model to feature number 93, F97 2022-10-19 04:13:48 INFO::Fitting model to feature number 94, F98 2022-10-19 04:13:48 INFO::Fitting model to feature number 95, F99 2022-10-19 04:13:48 INFO::Fitting model to feature number 96, F100 2022-10-19 04:13:48 INFO::Fitting model to feature number 97, F101 2022-10-19 04:13:48 INFO::Fitting model to feature number 98, F102 2022-10-19 04:13:48 INFO::Fitting model to feature number 99, F103 2022-10-19 04:13:48 INFO::Fitting model to feature number 100, F104 2022-10-19 04:13:48 INFO::Fitting model to feature number 101, F105 2022-10-19 04:13:48 INFO::Fitting model to feature number 102, F106 2022-10-19 04:13:48 INFO::Fitting model to feature number 103, F107 2022-10-19 04:13:48 INFO::Fitting model to feature number 104, F108 2022-10-19 04:13:48 INFO::Fitting model to feature number 105, F109 2022-10-19 04:13:48 INFO::Fitting model to feature number 106, F110 2022-10-19 04:13:48 INFO::Fitting model to feature number 107, F111 2022-10-19 04:13:48 INFO::Fitting model to feature number 108, F112 2022-10-19 04:13:48 INFO::Fitting model to feature number 109, F113 2022-10-19 04:13:48 INFO::Fitting model to feature number 110, F114 2022-10-19 04:13:48 INFO::Fitting model to feature number 111, F115 2022-10-19 04:13:48 INFO::Fitting model to feature number 112, F117 2022-10-19 04:13:48 INFO::Fitting model to feature number 113, F118 2022-10-19 04:13:48 INFO::Fitting model to feature number 114, F119 2022-10-19 04:13:48 INFO::Fitting model to feature number 115, F120 2022-10-19 04:13:48 INFO::Fitting model to feature number 116, F121 2022-10-19 04:13:48 INFO::Fitting model to feature number 117, F122 2022-10-19 04:13:48 INFO::Fitting model to feature number 118, F123 2022-10-19 04:13:48 INFO::Fitting model to feature number 119, F124 2022-10-19 04:13:48 INFO::Fitting model to feature number 120, F125 2022-10-19 04:13:48 INFO::Fitting model to feature number 121, F126 2022-10-19 04:13:48 INFO::Fitting model to feature number 122, F127 2022-10-19 04:13:48 INFO::Fitting model to feature number 123, F128 2022-10-19 04:13:48 INFO::Fitting model to feature number 124, F129 2022-10-19 04:13:48 INFO::Fitting model to feature number 125, F130 2022-10-19 04:13:48 INFO::Fitting model to feature number 126, F131 2022-10-19 04:13:48 INFO::Fitting model to feature number 127, F132 2022-10-19 04:13:48 INFO::Fitting model to feature number 128, F133 2022-10-19 04:13:48 INFO::Fitting model to feature number 129, F134 2022-10-19 04:13:48 INFO::Fitting model to feature number 130, F135 2022-10-19 04:13:48 INFO::Fitting model to feature number 131, F136 2022-10-19 04:13:48 INFO::Fitting model to feature number 132, F137 2022-10-19 04:13:48 INFO::Fitting model to feature number 133, F138 2022-10-19 04:13:48 INFO::Fitting model to feature number 134, F139 2022-10-19 04:13:48 INFO::Fitting model to feature number 135, F140 2022-10-19 04:13:48 INFO::Fitting model to feature number 136, F141 2022-10-19 04:13:48 INFO::Fitting model to feature number 137, F142 2022-10-19 04:13:48 INFO::Fitting model to feature number 138, F143 2022-10-19 04:13:48 INFO::Fitting model to feature number 139, F144 2022-10-19 04:13:48 INFO::Fitting model to feature number 140, F145 2022-10-19 04:13:48 INFO::Fitting model to feature number 141, F146 2022-10-19 04:13:48 INFO::Fitting model to feature number 142, F147 2022-10-19 04:13:48 INFO::Fitting model to feature number 143, F148 2022-10-19 04:13:48 INFO::Fitting model to feature number 144, F149 2022-10-19 04:13:48 INFO::Fitting model to feature number 145, F150 2022-10-19 04:13:48 INFO::Fitting model to feature number 146, F152 2022-10-19 04:13:48 INFO::Fitting model to feature number 147, F153 2022-10-19 04:13:48 INFO::Fitting model to feature number 148, F154 2022-10-19 04:13:48 INFO::Fitting model to feature number 149, F155 2022-10-19 04:13:48 INFO::Fitting model to feature number 150, F156 2022-10-19 04:13:48 INFO::Fitting model to feature number 151, F157 2022-10-19 04:13:48 INFO::Fitting model to feature number 152, F158 2022-10-19 04:13:48 INFO::Fitting model to feature number 153, F159 2022-10-19 04:13:48 INFO::Fitting model to feature number 154, F160 2022-10-19 04:13:48 INFO::Fitting model to feature number 155, F161 2022-10-19 04:13:48 INFO::Fitting model to feature number 156, F162 2022-10-19 04:13:48 INFO::Fitting model to feature number 157, F163 2022-10-19 04:13:48 INFO::Fitting model to feature number 158, F164 2022-10-19 04:13:48 INFO::Fitting model to feature number 159, F165 2022-10-19 04:13:48 INFO::Fitting model to feature number 160, F166 2022-10-19 04:13:48 INFO::Fitting model to feature number 161, F167 2022-10-19 04:13:48 INFO::Fitting model to feature number 162, F168 2022-10-19 04:13:48 INFO::Fitting model to feature number 163, F169 2022-10-19 04:13:48 INFO::Fitting model to feature number 164, F170 2022-10-19 04:13:48 INFO::Fitting model to feature number 165, F171 2022-10-19 04:13:48 INFO::Fitting model to feature number 166, F172 2022-10-19 04:13:48 INFO::Fitting model to feature number 167, F173 2022-10-19 04:13:48 INFO::Fitting model to feature number 168, F174 2022-10-19 04:13:48 INFO::Fitting model to feature number 169, F175 2022-10-19 04:13:48 INFO::Fitting model to feature number 170, F176 2022-10-19 04:13:48 INFO::Fitting model to feature number 171, F177 2022-10-19 04:13:48 INFO::Fitting model to feature number 172, F178 2022-10-19 04:13:48 INFO::Fitting model to feature number 173, F179 2022-10-19 04:13:48 INFO::Fitting model to feature number 174, F180 2022-10-19 04:13:48 INFO::Fitting model to feature number 175, F181 2022-10-19 04:13:48 INFO::Fitting model to feature number 176, F182 2022-10-19 04:13:48 INFO::Fitting model to feature number 177, F183 2022-10-19 04:13:48 INFO::Fitting model to feature number 178, F184 2022-10-19 04:13:48 INFO::Fitting model to feature number 179, F185 2022-10-19 04:13:48 INFO::Fitting model to feature number 180, F186 2022-10-19 04:13:48 INFO::Fitting model to feature number 181, F187 2022-10-19 04:13:48 INFO::Fitting model to feature number 182, F188 2022-10-19 04:13:48 INFO::Fitting model to feature number 183, F189 2022-10-19 04:13:48 INFO::Fitting model to feature number 184, F190 2022-10-19 04:13:48 INFO::Fitting model to feature number 185, F191 2022-10-19 04:13:48 INFO::Fitting model to feature number 186, F192 2022-10-19 04:13:48 INFO::Fitting model to feature number 187, F193 2022-10-19 04:13:48 INFO::Fitting model to feature number 188, F194 2022-10-19 04:13:48 INFO::Fitting model to feature number 189, F195 2022-10-19 04:13:48 INFO::Fitting model to feature number 190, F196 2022-10-19 04:13:48 INFO::Fitting model to feature number 191, F197 2022-10-19 04:13:48 INFO::Fitting model to feature number 192, F198 2022-10-19 04:13:48 INFO::Fitting model to feature number 193, F199 2022-10-19 04:13:48 INFO::Fitting model to feature number 194, F200 2022-10-19 04:13:48 INFO::Fitting model to feature number 195, F201 2022-10-19 04:13:48 INFO::Fitting model to feature number 196, F202 2022-10-19 04:13:48 INFO::Fitting model to feature number 197, F203 2022-10-19 04:13:48 INFO::Fitting model to feature number 198, F204 2022-10-19 04:13:48 INFO::Fitting model to feature number 199, F206 2022-10-19 04:13:49 INFO::Fitting model to feature number 200, F207 2022-10-19 04:13:49 INFO::Fitting model to feature number 201, F208 2022-10-19 04:13:49 INFO::Fitting model to feature number 202, F209 2022-10-19 04:13:49 INFO::Fitting model to feature number 203, F210 2022-10-19 04:13:49 INFO::Fitting model to feature number 204, F211 2022-10-19 04:13:49 INFO::Fitting model to feature number 205, F212 2022-10-19 04:13:49 INFO::Fitting model to feature number 206, F213 2022-10-19 04:13:49 INFO::Fitting model to feature number 207, F214 2022-10-19 04:13:49 INFO::Fitting model to feature number 208, F215 2022-10-19 04:13:49 INFO::Fitting model to feature number 209, F216 2022-10-19 04:13:49 INFO::Fitting model to feature number 210, F217 2022-10-19 04:13:49 INFO::Fitting model to feature number 211, F218 2022-10-19 04:13:49 INFO::Fitting model to feature number 212, F219 2022-10-19 04:13:49 INFO::Fitting model to feature number 213, F220 2022-10-19 04:13:49 INFO::Fitting model to feature number 214, F221 2022-10-19 04:13:49 INFO::Fitting model to feature number 215, F222 2022-10-19 04:13:49 INFO::Fitting model to feature number 216, F223 2022-10-19 04:13:49 INFO::Fitting model to feature number 217, F224 2022-10-19 04:13:49 INFO::Fitting model to feature number 218, F225 2022-10-19 04:13:49 INFO::Fitting model to feature number 219, F226 2022-10-19 04:13:49 INFO::Fitting model to feature number 220, F227 2022-10-19 04:13:49 INFO::Fitting model to feature number 221, F228 2022-10-19 04:13:49 INFO::Fitting model to feature number 222, F229 2022-10-19 04:13:49 INFO::Fitting model to feature number 223, F230 2022-10-19 04:13:49 INFO::Fitting model to feature number 224, F231 2022-10-19 04:13:49 INFO::Fitting model to feature number 225, F232 2022-10-19 04:13:49 INFO::Fitting model to feature number 226, F233 2022-10-19 04:13:49 INFO::Fitting model to feature number 227, F234 2022-10-19 04:13:49 INFO::Fitting model to feature number 228, F235 2022-10-19 04:13:49 INFO::Fitting model to feature number 229, F236 2022-10-19 04:13:49 INFO::Fitting model to feature number 230, F237 2022-10-19 04:13:49 INFO::Fitting model to feature number 231, F238 2022-10-19 04:13:49 INFO::Fitting model to feature number 232, F239 2022-10-19 04:13:49 INFO::Fitting model to feature number 233, F240 2022-10-19 04:13:49 INFO::Fitting model to feature number 234, F241 2022-10-19 04:13:49 INFO::Fitting model to feature number 235, F242 2022-10-19 04:13:49 INFO::Fitting model to feature number 236, F243 2022-10-19 04:13:49 INFO::Fitting model to feature number 237, F244 2022-10-19 04:13:49 INFO::Fitting model to feature number 238, F245 2022-10-19 04:13:49 INFO::Fitting model to feature number 239, F246 2022-10-19 04:13:49 INFO::Fitting model to feature number 240, F247 2022-10-19 04:13:49 INFO::Fitting model to feature number 241, F248 2022-10-19 04:13:49 INFO::Fitting model to feature number 242, F249 2022-10-19 04:13:49 INFO::Fitting model to feature number 243, F250 2022-10-19 04:13:49 INFO::Fitting model to feature number 244, F252 2022-10-19 04:13:49 INFO::Fitting model to feature number 245, F253 2022-10-19 04:13:49 INFO::Fitting model to feature number 246, F254 2022-10-19 04:13:49 INFO::Fitting model to feature number 247, F255 2022-10-19 04:13:49 INFO::Fitting model to feature number 248, F256 2022-10-19 04:13:49 INFO::Fitting model to feature number 249, F257 2022-10-19 04:13:49 INFO::Fitting model to feature number 250, F259 2022-10-19 04:13:49 INFO::Fitting model to feature number 251, F260 2022-10-19 04:13:49 INFO::Fitting model to feature number 252, F261 2022-10-19 04:13:49 INFO::Fitting model to feature number 253, F262 2022-10-19 04:13:49 INFO::Fitting model to feature number 254, F263 2022-10-19 04:13:49 INFO::Fitting model to feature number 255, F264 2022-10-19 04:13:49 INFO::Fitting model to feature number 256, F265 2022-10-19 04:13:49 INFO::Fitting model to feature number 257, F266 2022-10-19 04:13:49 INFO::Fitting model to feature number 258, F267 2022-10-19 04:13:49 INFO::Fitting model to feature number 259, F269 2022-10-19 04:13:49 INFO::Fitting model to feature number 260, F270 2022-10-19 04:13:49 INFO::Fitting model to feature number 261, F271 2022-10-19 04:13:49 INFO::Fitting model to feature number 262, F272 2022-10-19 04:13:49 INFO::Fitting model to feature number 263, F273 2022-10-19 04:13:49 INFO::Fitting model to feature number 264, F274 2022-10-19 04:13:49 INFO::Fitting model to feature number 265, F276 2022-10-19 04:13:49 INFO::Fitting model to feature number 266, F277 2022-10-19 04:13:49 INFO::Fitting model to feature number 267, F278 2022-10-19 04:13:49 INFO::Fitting model to feature number 268, F279 2022-10-19 04:13:49 INFO::Fitting model to feature number 269, F280 2022-10-19 04:13:49 INFO::Fitting model to feature number 270, F281 2022-10-19 04:13:49 INFO::Fitting model to feature number 271, F282 2022-10-19 04:13:49 INFO::Fitting model to feature number 272, F283 2022-10-19 04:13:49 INFO::Fitting model to feature number 273, F284 2022-10-19 04:13:49 INFO::Fitting model to feature number 274, F285 2022-10-19 04:13:49 INFO::Fitting model to feature number 275, F286 2022-10-19 04:13:49 INFO::Fitting model to feature number 276, F287 2022-10-19 04:13:49 INFO::Fitting model to feature number 277, F288 2022-10-19 04:13:49 INFO::Fitting model to feature number 278, F289 2022-10-19 04:13:49 INFO::Fitting model to feature number 279, F290 2022-10-19 04:13:49 INFO::Fitting model to feature number 280, F292 2022-10-19 04:13:49 INFO::Fitting model to feature number 281, F293 2022-10-19 04:13:49 INFO::Fitting model to feature number 282, F294 2022-10-19 04:13:49 INFO::Fitting model to feature number 283, F295 2022-10-19 04:13:49 INFO::Fitting model to feature number 284, F296 2022-10-19 04:13:49 INFO::Fitting model to feature number 285, F297 2022-10-19 04:13:49 INFO::Fitting model to feature number 286, F298 2022-10-19 04:13:49 INFO::Fitting model to feature number 287, F299 2022-10-19 04:13:49 INFO::Fitting model to feature number 288, F300 2022-10-19 04:13:49 INFO::Fitting model to feature number 289, F301 2022-10-19 04:13:49 INFO::Fitting model to feature number 290, F302 2022-10-19 04:13:49 INFO::Fitting model to feature number 291, F303 2022-10-19 04:13:49 INFO::Fitting model to feature number 292, F304 2022-10-19 04:13:49 INFO::Fitting model to feature number 293, F305 2022-10-19 04:13:49 INFO::Fitting model to feature number 294, F306 2022-10-19 04:13:49 INFO::Fitting model to feature number 295, F307 2022-10-19 04:13:49 INFO::Fitting model to feature number 296, F308 2022-10-19 04:13:49 INFO::Fitting model to feature number 297, F309 2022-10-19 04:13:49 INFO::Fitting model to feature number 298, F310 2022-10-19 04:13:49 INFO::Fitting model to feature number 299, F311 2022-10-19 04:13:49 INFO::Fitting model to feature number 300, F312 2022-10-19 04:13:49 INFO::Fitting model to feature number 301, F313 2022-10-19 04:13:49 INFO::Fitting model to feature number 302, F315 2022-10-19 04:13:49 INFO::Fitting model to feature number 303, F316 2022-10-19 04:13:49 INFO::Fitting model to feature number 304, F317 2022-10-19 04:13:49 INFO::Fitting model to feature number 305, F318 2022-10-19 04:13:49 INFO::Fitting model to feature number 306, F319 2022-10-19 04:13:49 INFO::Fitting model to feature number 307, F320 2022-10-19 04:13:49 INFO::Fitting model to feature number 308, F321 2022-10-19 04:13:49 INFO::Fitting model to feature number 309, F322 2022-10-19 04:13:49 INFO::Fitting model to feature number 310, F323 2022-10-19 04:13:49 INFO::Fitting model to feature number 311, F324 2022-10-19 04:13:50 INFO::Fitting model to feature number 312, F325 2022-10-19 04:13:50 INFO::Fitting model to feature number 313, F326 2022-10-19 04:13:50 INFO::Fitting model to feature number 314, F327 2022-10-19 04:13:50 INFO::Fitting model to feature number 315, F328 2022-10-19 04:13:50 INFO::Fitting model to feature number 316, F329 2022-10-19 04:13:50 INFO::Fitting model to feature number 317, F330 2022-10-19 04:13:50 INFO::Fitting model to feature number 318, F331 2022-10-19 04:13:50 INFO::Fitting model to feature number 319, F332 2022-10-19 04:13:50 INFO::Fitting model to feature number 320, F333 2022-10-19 04:13:50 INFO::Fitting model to feature number 321, F334 2022-10-19 04:13:50 INFO::Fitting model to feature number 322, F335 2022-10-19 04:13:50 INFO::Fitting model to feature number 323, F336 2022-10-19 04:13:50 INFO::Fitting model to feature number 324, F337 2022-10-19 04:13:50 INFO::Fitting model to feature number 325, F338 2022-10-19 04:13:50 INFO::Fitting model to feature number 326, F339 2022-10-19 04:13:50 INFO::Fitting model to feature number 327, F340 2022-10-19 04:13:50 INFO::Fitting model to feature number 328, F342 2022-10-19 04:13:50 INFO::Fitting model to feature number 329, F343 2022-10-19 04:13:50 INFO::Fitting model to feature number 330, F344 2022-10-19 04:13:50 INFO::Fitting model to feature number 331, F345 2022-10-19 04:13:50 INFO::Fitting model to feature number 332, F346 2022-10-19 04:13:50 INFO::Fitting model to feature number 333, F347 2022-10-19 04:13:50 INFO::Fitting model to feature number 334, F348 2022-10-19 04:13:50 INFO::Fitting model to feature number 335, F350 2022-10-19 04:13:50 INFO::Fitting model to feature number 336, F351 2022-10-19 04:13:50 INFO::Fitting model to feature number 337, F352 2022-10-19 04:13:50 INFO::Fitting model to feature number 338, F353 2022-10-19 04:13:50 INFO::Fitting model to feature number 339, F355 2022-10-19 04:13:50 INFO::Fitting model to feature number 340, F356 2022-10-19 04:13:50 INFO::Fitting model to feature number 341, F357 2022-10-19 04:13:50 INFO::Fitting model to feature number 342, F358 2022-10-19 04:13:50 INFO::Fitting model to feature number 343, F359 2022-10-19 04:13:50 INFO::Fitting model to feature number 344, F360 2022-10-19 04:13:50 INFO::Fitting model to feature number 345, F361 2022-10-19 04:13:50 INFO::Fitting model to feature number 346, F362 2022-10-19 04:13:50 INFO::Fitting model to feature number 347, F363 2022-10-19 04:13:50 INFO::Fitting model to feature number 348, F364 2022-10-19 04:13:50 INFO::Fitting model to feature number 349, F365 2022-10-19 04:13:50 INFO::Fitting model to feature number 350, F366 2022-10-19 04:13:50 INFO::Fitting model to feature number 351, F367 2022-10-19 04:13:50 INFO::Fitting model to feature number 352, F368 2022-10-19 04:13:50 INFO::Fitting model to feature number 353, F369 2022-10-19 04:13:50 INFO::Fitting model to feature number 354, F370 2022-10-19 04:13:50 INFO::Fitting model to feature number 355, F371 2022-10-19 04:13:50 INFO::Fitting model to feature number 356, F372 2022-10-19 04:13:50 INFO::Fitting model to feature number 357, F373 2022-10-19 04:13:50 INFO::Fitting model to feature number 358, F374 2022-10-19 04:13:50 INFO::Fitting model to feature number 359, F375 2022-10-19 04:13:50 INFO::Fitting model to feature number 360, F376 2022-10-19 04:13:50 INFO::Fitting model to feature number 361, F377 2022-10-19 04:13:50 INFO::Fitting model to feature number 362, F378 2022-10-19 04:13:50 INFO::Fitting model to feature number 363, F379 2022-10-19 04:13:50 INFO::Fitting model to feature number 364, F380 2022-10-19 04:13:50 INFO::Fitting model to feature number 365, F381 2022-10-19 04:13:50 INFO::Fitting model to feature number 366, F382 2022-10-19 04:13:50 INFO::Fitting model to feature number 367, F383 2022-10-19 04:13:50 INFO::Fitting model to feature number 368, F384 2022-10-19 04:13:50 INFO::Fitting model to feature number 369, F386 2022-10-19 04:13:50 INFO::Fitting model to feature number 370, F387 2022-10-19 04:13:50 INFO::Fitting model to feature number 371, F388 2022-10-19 04:13:50 INFO::Fitting model to feature number 372, F389 2022-10-19 04:13:50 INFO::Fitting model to feature number 373, F390 2022-10-19 04:13:50 INFO::Fitting model to feature number 374, F391 2022-10-19 04:13:50 INFO::Fitting model to feature number 375, F392 2022-10-19 04:13:50 INFO::Fitting model to feature number 376, F393 2022-10-19 04:13:50 INFO::Fitting model to feature number 377, F394 2022-10-19 04:13:50 INFO::Fitting model to feature number 378, F395 2022-10-19 04:13:50 INFO::Fitting model to feature number 379, F396 2022-10-19 04:13:50 INFO::Fitting model to feature number 380, F397 2022-10-19 04:13:50 INFO::Fitting model to feature number 381, F398 2022-10-19 04:13:50 INFO::Fitting model to feature number 382, F399 2022-10-19 04:13:50 INFO::Fitting model to feature number 383, F400 2022-10-19 04:13:50 INFO::Fitting model to feature number 384, F401 2022-10-19 04:13:50 INFO::Fitting model to feature number 385, F402 2022-10-19 04:13:50 INFO::Fitting model to feature number 386, F403 2022-10-19 04:13:50 INFO::Fitting model to feature number 387, F404 2022-10-19 04:13:50 INFO::Fitting model to feature number 388, F406 2022-10-19 04:13:50 INFO::Fitting model to feature number 389, F407 2022-10-19 04:13:50 INFO::Fitting model to feature number 390, F408 2022-10-19 04:13:50 INFO::Fitting model to feature number 391, F409 2022-10-19 04:13:50 INFO::Fitting model to feature number 392, F410 2022-10-19 04:13:50 INFO::Fitting model to feature number 393, F411 2022-10-19 04:13:50 INFO::Fitting model to feature number 394, F412 2022-10-19 04:13:50 INFO::Fitting model to feature number 395, F413 2022-10-19 04:13:50 INFO::Fitting model to feature number 396, F414 2022-10-19 04:13:50 INFO::Fitting model to feature number 397, F415 2022-10-19 04:13:50 INFO::Fitting model to feature number 398, F416 2022-10-19 04:13:50 INFO::Fitting model to feature number 399, F417 2022-10-19 04:13:50 INFO::Fitting model to feature number 400, F418 2022-10-19 04:13:50 INFO::Fitting model to feature number 401, F419 2022-10-19 04:13:50 INFO::Fitting model to feature number 402, F420 2022-10-19 04:13:50 INFO::Fitting model to feature number 403, F421 2022-10-19 04:13:50 INFO::Fitting model to feature number 404, F422 2022-10-19 04:13:50 INFO::Fitting model to feature number 405, F423 2022-10-19 04:13:50 INFO::Fitting model to feature number 406, F425 2022-10-19 04:13:50 INFO::Fitting model to feature number 407, F426 2022-10-19 04:13:50 INFO::Fitting model to feature number 408, F428 2022-10-19 04:13:50 INFO::Fitting model to feature number 409, F429 2022-10-19 04:13:50 INFO::Fitting model to feature number 410, F430 2022-10-19 04:13:50 INFO::Fitting model to feature number 411, F431 2022-10-19 04:13:50 INFO::Fitting model to feature number 412, F432 2022-10-19 04:13:50 INFO::Fitting model to feature number 413, F433 2022-10-19 04:13:50 INFO::Fitting model to feature number 414, F434 2022-10-19 04:13:50 INFO::Fitting model to feature number 415, F435 2022-10-19 04:13:50 INFO::Fitting model to feature number 416, F436 2022-10-19 04:13:50 INFO::Fitting model to feature number 417, F437 2022-10-19 04:13:50 INFO::Fitting model to feature number 418, F438 2022-10-19 04:13:50 INFO::Fitting model to feature number 419, F439 2022-10-19 04:13:50 INFO::Fitting model to feature number 420, F440 2022-10-19 04:13:50 INFO::Fitting model to feature number 421, F441 2022-10-19 04:13:50 INFO::Fitting model to feature number 422, F442 2022-10-19 04:13:50 INFO::Fitting model to feature number 423, F443 2022-10-19 04:13:50 INFO::Fitting model to feature number 424, F444 2022-10-19 04:13:51 INFO::Fitting model to feature number 425, F445 2022-10-19 04:13:51 INFO::Fitting model to feature number 426, F446 2022-10-19 04:13:51 INFO::Fitting model to feature number 427, F447 2022-10-19 04:13:51 INFO::Fitting model to feature number 428, F448 2022-10-19 04:13:51 INFO::Fitting model to feature number 429, F449 2022-10-19 04:13:51 INFO::Fitting model to feature number 430, F450 2022-10-19 04:13:51 INFO::Fitting model to feature number 431, F451 2022-10-19 04:13:51 INFO::Fitting model to feature number 432, F452 2022-10-19 04:13:51 INFO::Fitting model to feature number 433, F454 2022-10-19 04:13:51 INFO::Fitting model to feature number 434, F455 2022-10-19 04:13:51 INFO::Fitting model to feature number 435, F456 2022-10-19 04:13:51 INFO::Fitting model to feature number 436, F457 2022-10-19 04:13:51 INFO::Fitting model to feature number 437, F458 2022-10-19 04:13:51 INFO::Fitting model to feature number 438, F459 2022-10-19 04:13:51 INFO::Fitting model to feature number 439, F461 2022-10-19 04:13:51 INFO::Fitting model to feature number 440, F462 2022-10-19 04:13:51 INFO::Fitting model to feature number 441, F463 2022-10-19 04:13:51 INFO::Fitting model to feature number 442, F464 2022-10-19 04:13:51 INFO::Fitting model to feature number 443, F465 2022-10-19 04:13:51 INFO::Fitting model to feature number 444, F466 2022-10-19 04:13:51 INFO::Fitting model to feature number 445, F467 2022-10-19 04:13:51 INFO::Fitting model to feature number 446, F468 2022-10-19 04:13:51 INFO::Fitting model to feature number 447, F469 2022-10-19 04:13:51 INFO::Fitting model to feature number 448, F470 2022-10-19 04:13:51 INFO::Fitting model to feature number 449, F471 2022-10-19 04:13:51 INFO::Fitting model to feature number 450, F474 2022-10-19 04:13:51 INFO::Fitting model to feature number 451, F475 2022-10-19 04:13:51 INFO::Fitting model to feature number 452, F476 2022-10-19 04:13:51 INFO::Fitting model to feature number 453, F477 2022-10-19 04:13:51 INFO::Fitting model to feature number 454, F478 2022-10-19 04:13:51 INFO::Fitting model to feature number 455, F479 2022-10-19 04:13:51 INFO::Fitting model to feature number 456, F480 2022-10-19 04:13:51 INFO::Fitting model to feature number 457, F481 2022-10-19 04:13:51 INFO::Fitting model to feature number 458, F482 2022-10-19 04:13:51 INFO::Fitting model to feature number 459, F483 2022-10-19 04:13:51 INFO::Fitting model to feature number 460, F484 2022-10-19 04:13:51 INFO::Fitting model to feature number 461, F485 2022-10-19 04:13:51 INFO::Fitting model to feature number 462, F486 2022-10-19 04:13:51 INFO::Fitting model to feature number 463, F487 2022-10-19 04:13:51 INFO::Fitting model to feature number 464, F488 2022-10-19 04:13:51 INFO::Fitting model to feature number 465, F489 2022-10-19 04:13:51 INFO::Fitting model to feature number 466, F490 2022-10-19 04:13:51 INFO::Fitting model to feature number 467, F491 2022-10-19 04:13:51 INFO::Fitting model to feature number 468, F492 2022-10-19 04:13:51 INFO::Fitting model to feature number 469, F493 2022-10-19 04:13:51 INFO::Fitting model to feature number 470, F494 2022-10-19 04:13:51 INFO::Fitting model to feature number 471, F495 2022-10-19 04:13:51 INFO::Fitting model to feature number 472, F496 2022-10-19 04:13:51 INFO::Fitting model to feature number 473, F497 2022-10-19 04:13:51 INFO::Fitting model to feature number 474, F498 2022-10-19 04:13:51 INFO::Fitting model to feature number 475, F499 2022-10-19 04:13:51 INFO::Fitting model to feature number 476, F500 2022-10-19 04:13:51 INFO::Fitting model to feature number 477, F501 2022-10-19 04:13:51 INFO::Fitting model to feature number 478, F502 2022-10-19 04:13:51 INFO::Fitting model to feature number 479, F503 2022-10-19 04:13:51 INFO::Fitting model to feature number 480, F504 2022-10-19 04:13:51 INFO::Fitting model to feature number 481, F505 2022-10-19 04:13:51 INFO::Fitting model to feature number 482, F506 2022-10-19 04:13:51 INFO::Fitting model to feature number 483, F507 2022-10-19 04:13:51 INFO::Fitting model to feature number 484, F508 2022-10-19 04:13:51 INFO::Fitting model to feature number 485, F509 2022-10-19 04:13:51 INFO::Fitting model to feature number 486, F510 2022-10-19 04:13:51 INFO::Fitting model to feature number 487, F511 2022-10-19 04:13:51 INFO::Fitting model to feature number 488, F512 2022-10-19 04:13:51 INFO::Fitting model to feature number 489, F513 2022-10-19 04:13:51 INFO::Fitting model to feature number 490, F514 2022-10-19 04:13:51 INFO::Fitting model to feature number 491, F515 2022-10-19 04:13:51 INFO::Fitting model to feature number 492, F516 2022-10-19 04:13:51 INFO::Fitting model to feature number 493, F517 2022-10-19 04:13:51 INFO::Fitting model to feature number 494, F518 2022-10-19 04:13:51 INFO::Fitting model to feature number 495, F519 2022-10-19 04:13:51 INFO::Fitting model to feature number 496, F520 2022-10-19 04:13:51 INFO::Fitting model to feature number 497, F521 2022-10-19 04:13:51 INFO::Fitting model to feature number 498, F522 2022-10-19 04:13:51 INFO::Fitting model to feature number 499, F523 2022-10-19 04:13:51 INFO::Fitting model to feature number 500, F524 2022-10-19 04:13:51 INFO::Fitting model to feature number 501, F525 2022-10-19 04:13:51 INFO::Fitting model to feature number 502, F526 2022-10-19 04:13:51 INFO::Fitting model to feature number 503, F527 2022-10-19 04:13:51 INFO::Fitting model to feature number 504, F528 2022-10-19 04:13:51 INFO::Fitting model to feature number 505, F529 2022-10-19 04:13:51 INFO::Fitting model to feature number 506, F530 2022-10-19 04:13:51 INFO::Fitting model to feature number 507, F531 2022-10-19 04:13:51 INFO::Fitting model to feature number 508, F532 2022-10-19 04:13:51 INFO::Fitting model to feature number 509, F533 2022-10-19 04:13:51 INFO::Fitting model to feature number 510, F534 2022-10-19 04:13:51 INFO::Fitting model to feature number 511, F535 2022-10-19 04:13:51 INFO::Fitting model to feature number 512, F536 2022-10-19 04:13:51 INFO::Fitting model to feature number 513, F537 2022-10-19 04:13:51 INFO::Fitting model to feature number 514, F539 2022-10-19 04:13:51 INFO::Fitting model to feature number 515, F540 2022-10-19 04:13:51 INFO::Fitting model to feature number 516, F541 2022-10-19 04:13:51 INFO::Fitting model to feature number 517, F543 2022-10-19 04:13:51 INFO::Fitting model to feature number 518, F544 2022-10-19 04:13:51 INFO::Fitting model to feature number 519, F545 2022-10-19 04:13:51 INFO::Fitting model to feature number 520, F546 2022-10-19 04:13:51 INFO::Fitting model to feature number 521, F547 2022-10-19 04:13:51 INFO::Fitting model to feature number 522, F548 2022-10-19 04:13:51 INFO::Fitting model to feature number 523, F549 2022-10-19 04:13:51 INFO::Fitting model to feature number 524, F550 2022-10-19 04:13:51 INFO::Fitting model to feature number 525, F551 2022-10-19 04:13:51 INFO::Fitting model to feature number 526, F552 2022-10-19 04:13:51 INFO::Fitting model to feature number 527, F553 2022-10-19 04:13:51 INFO::Fitting model to feature number 528, F554 2022-10-19 04:13:51 INFO::Fitting model to feature number 529, F555 2022-10-19 04:13:51 INFO::Fitting model to feature number 530, F556 2022-10-19 04:13:51 INFO::Fitting model to feature number 531, F557 2022-10-19 04:13:52 INFO::Fitting model to feature number 532, F558 2022-10-19 04:13:52 INFO::Fitting model to feature number 533, F559 2022-10-19 04:13:52 INFO::Fitting model to feature number 534, F560 2022-10-19 04:13:52 INFO::Fitting model to feature number 535, F561 2022-10-19 04:13:52 INFO::Fitting model to feature number 536, F562 2022-10-19 04:13:52 INFO::Fitting model to feature number 537, F563 2022-10-19 04:13:52 INFO::Fitting model to feature number 538, F564 2022-10-19 04:13:52 INFO::Fitting model to feature number 539, F566 2022-10-19 04:13:52 INFO::Fitting model to feature number 540, F567 2022-10-19 04:13:52 INFO::Fitting model to feature number 541, F568 2022-10-19 04:13:52 INFO::Fitting model to feature number 542, F569 2022-10-19 04:13:52 INFO::Fitting model to feature number 543, F570 2022-10-19 04:13:52 INFO::Fitting model to feature number 544, F571 2022-10-19 04:13:52 INFO::Fitting model to feature number 545, F572 2022-10-19 04:13:52 INFO::Fitting model to feature number 546, F573 2022-10-19 04:13:52 INFO::Fitting model to feature number 547, F574 2022-10-19 04:13:52 INFO::Fitting model to feature number 548, F575 2022-10-19 04:13:52 INFO::Fitting model to feature number 549, F576 2022-10-19 04:13:52 INFO::Fitting model to feature number 550, F577 2022-10-19 04:13:52 INFO::Fitting model to feature number 551, F578 2022-10-19 04:13:52 INFO::Fitting model to feature number 552, F579 2022-10-19 04:13:52 INFO::Fitting model to feature number 553, F580 2022-10-19 04:13:52 INFO::Fitting model to feature number 554, F581 2022-10-19 04:13:52 INFO::Fitting model to feature number 555, F582 2022-10-19 04:13:52 INFO::Fitting model to feature number 556, F583 2022-10-19 04:13:52 INFO::Fitting model to feature number 557, F584 2022-10-19 04:13:52 INFO::Fitting model to feature number 558, F585 2022-10-19 04:13:52 INFO::Fitting model to feature number 559, F586 2022-10-19 04:13:52 INFO::Fitting model to feature number 560, F587 2022-10-19 04:13:52 INFO::Fitting model to feature number 561, F588 2022-10-19 04:13:52 INFO::Fitting model to feature number 562, F589 2022-10-19 04:13:52 INFO::Fitting model to feature number 563, F590 2022-10-19 04:13:52 INFO::Fitting model to feature number 564, F591 2022-10-19 04:13:52 INFO::Fitting model to feature number 565, F592 2022-10-19 04:13:52 INFO::Fitting model to feature number 566, F593 2022-10-19 04:13:52 INFO::Fitting model to feature number 567, F594 2022-10-19 04:13:52 INFO::Fitting model to feature number 568, F595 2022-10-19 04:13:52 INFO::Fitting model to feature number 569, F596 2022-10-19 04:13:52 INFO::Fitting model to feature number 570, F597 2022-10-19 04:13:52 INFO::Fitting model to feature number 571, F598 2022-10-19 04:13:52 INFO::Fitting model to feature number 572, F599 2022-10-19 04:13:52 INFO::Fitting model to feature number 573, F600 2022-10-19 04:13:52 INFO::Fitting model to feature number 574, F601 2022-10-19 04:13:52 INFO::Fitting model to feature number 575, F602 2022-10-19 04:13:52 INFO::Fitting model to feature number 576, F603 2022-10-19 04:13:52 INFO::Fitting model to feature number 577, F605 2022-10-19 04:13:52 INFO::Fitting model to feature number 578, F606 2022-10-19 04:13:52 INFO::Fitting model to feature number 579, F607 2022-10-19 04:13:52 INFO::Fitting model to feature number 580, F608 2022-10-19 04:13:52 INFO::Fitting model to feature number 581, F609 2022-10-19 04:13:52 INFO::Fitting model to feature number 582, F610 2022-10-19 04:13:52 INFO::Fitting model to feature number 583, F611 2022-10-19 04:13:52 INFO::Fitting model to feature number 584, F612 2022-10-19 04:13:52 INFO::Fitting model to feature number 585, F613 2022-10-19 04:13:52 INFO::Fitting model to feature number 586, F614 2022-10-19 04:13:52 INFO::Fitting model to feature number 587, F615 2022-10-19 04:13:52 INFO::Fitting model to feature number 588, F616 2022-10-19 04:13:52 INFO::Fitting model to feature number 589, F617 2022-10-19 04:13:52 INFO::Fitting model to feature number 590, F618 2022-10-19 04:13:52 INFO::Fitting model to feature number 591, F619 2022-10-19 04:13:52 INFO::Fitting model to feature number 592, F620 2022-10-19 04:13:52 INFO::Fitting model to feature number 593, F621 2022-10-19 04:13:52 INFO::Fitting model to feature number 594, F622 2022-10-19 04:13:52 INFO::Fitting model to feature number 595, F623 2022-10-19 04:13:52 INFO::Fitting model to feature number 596, F624 2022-10-19 04:13:52 INFO::Fitting model to feature number 597, F625 2022-10-19 04:13:52 INFO::Fitting model to feature number 598, F626 2022-10-19 04:13:52 INFO::Fitting model to feature number 599, F627 2022-10-19 04:13:52 INFO::Fitting model to feature number 600, F628 2022-10-19 04:13:52 INFO::Fitting model to feature number 601, F629 2022-10-19 04:13:52 INFO::Fitting model to feature number 602, F630 2022-10-19 04:13:52 INFO::Fitting model to feature number 603, F631 2022-10-19 04:13:52 INFO::Fitting model to feature number 604, F632 2022-10-19 04:13:52 INFO::Fitting model to feature number 605, F633 2022-10-19 04:13:52 INFO::Fitting model to feature number 606, F634 2022-10-19 04:13:52 INFO::Fitting model to feature number 607, F635 2022-10-19 04:13:52 INFO::Fitting model to feature number 608, F636 2022-10-19 04:13:52 INFO::Fitting model to feature number 609, F637 2022-10-19 04:13:52 INFO::Fitting model to feature number 610, F638 2022-10-19 04:13:52 INFO::Fitting model to feature number 611, F639 2022-10-19 04:13:52 INFO::Fitting model to feature number 612, F640 2022-10-19 04:13:52 INFO::Fitting model to feature number 613, F641 2022-10-19 04:13:52 INFO::Fitting model to feature number 614, F642 2022-10-19 04:13:52 INFO::Fitting model to feature number 615, F643 2022-10-19 04:13:52 INFO::Fitting model to feature number 616, F644 2022-10-19 04:13:52 INFO::Fitting model to feature number 617, F645 2022-10-19 04:13:52 INFO::Fitting model to feature number 618, F646 2022-10-19 04:13:52 INFO::Fitting model to feature number 619, F647 2022-10-19 04:13:52 INFO::Fitting model to feature number 620, F648 2022-10-19 04:13:52 INFO::Fitting model to feature number 621, F649 2022-10-19 04:13:52 INFO::Fitting model to feature number 622, F650 2022-10-19 04:13:52 INFO::Fitting model to feature number 623, F651 2022-10-19 04:13:52 INFO::Fitting model to feature number 624, F652 2022-10-19 04:13:52 INFO::Fitting model to feature number 625, F653 2022-10-19 04:13:52 INFO::Fitting model to feature number 626, F654 2022-10-19 04:13:52 INFO::Fitting model to feature number 627, F655 2022-10-19 04:13:52 INFO::Fitting model to feature number 628, F656 2022-10-19 04:13:52 INFO::Fitting model to feature number 629, F657 2022-10-19 04:13:52 INFO::Fitting model to feature number 630, F658 2022-10-19 04:13:52 INFO::Fitting model to feature number 631, F659 2022-10-19 04:13:52 INFO::Fitting model to feature number 632, F660 2022-10-19 04:13:52 INFO::Fitting model to feature number 633, F661 2022-10-19 04:13:52 INFO::Fitting model to feature number 634, F662 2022-10-19 04:13:52 INFO::Fitting model to feature number 635, F663 2022-10-19 04:13:52 INFO::Fitting model to feature number 636, F664 2022-10-19 04:13:52 INFO::Fitting model to feature number 637, F665 2022-10-19 04:13:52 INFO::Fitting model to feature number 638, F666 2022-10-19 04:13:52 INFO::Fitting model to feature number 639, F667 2022-10-19 04:13:52 INFO::Fitting model to feature number 640, F668 2022-10-19 04:13:52 INFO::Fitting model to feature number 641, F669 2022-10-19 04:13:52 INFO::Fitting model to feature number 642, F670 2022-10-19 04:13:52 INFO::Fitting model to feature number 643, F671 2022-10-19 04:13:53 INFO::Fitting model to feature number 644, F672 2022-10-19 04:13:53 INFO::Fitting model to feature number 645, F673 2022-10-19 04:13:53 INFO::Fitting model to feature number 646, F674 2022-10-19 04:13:53 INFO::Fitting model to feature number 647, F675 2022-10-19 04:13:53 INFO::Fitting model to feature number 648, F676 2022-10-19 04:13:53 INFO::Fitting model to feature number 649, F677 2022-10-19 04:13:53 INFO::Fitting model to feature number 650, F678 2022-10-19 04:13:53 INFO::Fitting model to feature number 651, F679 2022-10-19 04:13:53 INFO::Fitting model to feature number 652, F680 2022-10-19 04:13:53 INFO::Fitting model to feature number 653, F681 2022-10-19 04:13:53 INFO::Fitting model to feature number 654, F682 2022-10-19 04:13:53 INFO::Fitting model to feature number 655, F683 2022-10-19 04:13:53 INFO::Fitting model to feature number 656, F684 2022-10-19 04:13:53 INFO::Fitting model to feature number 657, F685 2022-10-19 04:13:53 INFO::Fitting model to feature number 658, F686 2022-10-19 04:13:53 INFO::Fitting model to feature number 659, F687 2022-10-19 04:13:53 INFO::Fitting model to feature number 660, F688 2022-10-19 04:13:53 INFO::Fitting model to feature number 661, F689 2022-10-19 04:13:53 INFO::Fitting model to feature number 662, F690 2022-10-19 04:13:53 INFO::Fitting model to feature number 663, F691 2022-10-19 04:13:53 INFO::Fitting model to feature number 664, F692 2022-10-19 04:13:53 INFO::Fitting model to feature number 665, F693 2022-10-19 04:13:53 INFO::Fitting model to feature number 666, F694 2022-10-19 04:13:53 INFO::Fitting model to feature number 667, F695 2022-10-19 04:13:53 INFO::Fitting model to feature number 668, F696 2022-10-19 04:13:53 INFO::Fitting model to feature number 669, F697 2022-10-19 04:13:53 INFO::Fitting model to feature number 670, F698 2022-10-19 04:13:53 INFO::Fitting model to feature number 671, F699 2022-10-19 04:13:53 INFO::Fitting model to feature number 672, F700 2022-10-19 04:13:53 INFO::Fitting model to feature number 673, F701 2022-10-19 04:13:53 INFO::Fitting model to feature number 674, F702 2022-10-19 04:13:53 INFO::Fitting model to feature number 675, F704 2022-10-19 04:13:53 INFO::Fitting model to feature number 676, F705 2022-10-19 04:13:53 INFO::Fitting model to feature number 677, F706 2022-10-19 04:13:53 INFO::Fitting model to feature number 678, F707 2022-10-19 04:13:53 INFO::Fitting model to feature number 679, F708 2022-10-19 04:13:53 INFO::Fitting model to feature number 680, F709 2022-10-19 04:13:53 INFO::Fitting model to feature number 681, F710 2022-10-19 04:13:53 INFO::Fitting model to feature number 682, F711 2022-10-19 04:13:53 INFO::Fitting model to feature number 683, F712 2022-10-19 04:13:53 INFO::Fitting model to feature number 684, F713 2022-10-19 04:13:53 INFO::Fitting model to feature number 685, F714 2022-10-19 04:13:53 INFO::Fitting model to feature number 686, F715 2022-10-19 04:13:53 INFO::Fitting model to feature number 687, F716 2022-10-19 04:13:53 INFO::Fitting model to feature number 688, F717 2022-10-19 04:13:53 INFO::Fitting model to feature number 689, F718 2022-10-19 04:13:53 INFO::Fitting model to feature number 690, F719 2022-10-19 04:13:53 INFO::Fitting model to feature number 691, F720 2022-10-19 04:13:53 INFO::Fitting model to feature number 692, F721 2022-10-19 04:13:53 INFO::Fitting model to feature number 693, F722 2022-10-19 04:13:53 INFO::Fitting model to feature number 694, F723 2022-10-19 04:13:53 INFO::Fitting model to feature number 695, F724 2022-10-19 04:13:53 INFO::Fitting model to feature number 696, F725 2022-10-19 04:13:53 INFO::Fitting model to feature number 697, F726 2022-10-19 04:13:53 INFO::Fitting model to feature number 698, F727 2022-10-19 04:13:53 INFO::Fitting model to feature number 699, F728 2022-10-19 04:13:53 INFO::Fitting model to feature number 700, F729 2022-10-19 04:13:53 INFO::Fitting model to feature number 701, F730 2022-10-19 04:13:53 INFO::Fitting model to feature number 702, F731 2022-10-19 04:13:53 INFO::Fitting model to feature number 703, F732 2022-10-19 04:13:53 INFO::Fitting model to feature number 704, F733 2022-10-19 04:13:53 INFO::Fitting model to feature number 705, F734 2022-10-19 04:13:53 INFO::Fitting model to feature number 706, F735 2022-10-19 04:13:53 INFO::Fitting model to feature number 707, F736 2022-10-19 04:13:53 INFO::Fitting model to feature number 708, F737 2022-10-19 04:13:53 INFO::Fitting model to feature number 709, F739 2022-10-19 04:13:53 INFO::Fitting model to feature number 710, F740 2022-10-19 04:13:53 INFO::Fitting model to feature number 711, F741 2022-10-19 04:13:53 INFO::Fitting model to feature number 712, F742 2022-10-19 04:13:53 INFO::Fitting model to feature number 713, F743 2022-10-19 04:13:53 INFO::Fitting model to feature number 714, F744 2022-10-19 04:13:53 INFO::Fitting model to feature number 715, F745 2022-10-19 04:13:53 INFO::Fitting model to feature number 716, F746 2022-10-19 04:13:53 INFO::Fitting model to feature number 717, F747 2022-10-19 04:13:53 INFO::Fitting model to feature number 718, F748 2022-10-19 04:13:53 INFO::Fitting model to feature number 719, F749 2022-10-19 04:13:53 INFO::Fitting model to feature number 720, F750 2022-10-19 04:13:53 INFO::Fitting model to feature number 721, F751 2022-10-19 04:13:53 INFO::Fitting model to feature number 722, F752 2022-10-19 04:13:53 INFO::Fitting model to feature number 723, F753 2022-10-19 04:13:53 INFO::Fitting model to feature number 724, F754 2022-10-19 04:13:53 INFO::Fitting model to feature number 725, F755 2022-10-19 04:13:53 INFO::Fitting model to feature number 726, F756 2022-10-19 04:13:53 INFO::Fitting model to feature number 727, F757 2022-10-19 04:13:53 INFO::Fitting model to feature number 728, F758 2022-10-19 04:13:53 INFO::Fitting model to feature number 729, F759 2022-10-19 04:13:53 INFO::Fitting model to feature number 730, F760 2022-10-19 04:13:53 INFO::Fitting model to feature number 731, F761 2022-10-19 04:13:53 INFO::Fitting model to feature number 732, F762 2022-10-19 04:13:53 INFO::Fitting model to feature number 733, F763 2022-10-19 04:13:53 INFO::Fitting model to feature number 734, F764 2022-10-19 04:13:53 INFO::Fitting model to feature number 735, F765 2022-10-19 04:13:53 INFO::Fitting model to feature number 736, F766 2022-10-19 04:13:53 INFO::Fitting model to feature number 737, F767 2022-10-19 04:13:53 INFO::Fitting model to feature number 738, F768 2022-10-19 04:13:53 INFO::Fitting model to feature number 739, F769 2022-10-19 04:13:53 INFO::Fitting model to feature number 740, F770 2022-10-19 04:13:53 INFO::Fitting model to feature number 741, F771 2022-10-19 04:13:53 INFO::Fitting model to feature number 742, F772 2022-10-19 04:13:53 INFO::Fitting model to feature number 743, F773 2022-10-19 04:13:53 INFO::Fitting model to feature number 744, F774 2022-10-19 04:13:53 INFO::Fitting model to feature number 745, F775 2022-10-19 04:13:53 INFO::Fitting model to feature number 746, F776 2022-10-19 04:13:53 INFO::Fitting model to feature number 747, F777 2022-10-19 04:13:53 INFO::Fitting model to feature number 748, F778 2022-10-19 04:13:53 INFO::Fitting model to feature number 749, F779 2022-10-19 04:13:53 INFO::Fitting model to feature number 750, F780 2022-10-19 04:13:53 INFO::Fitting model to feature number 751, F781 2022-10-19 04:13:53 INFO::Fitting model to feature number 752, F782 2022-10-19 04:13:54 INFO::Fitting model to feature number 753, F783 2022-10-19 04:13:54 INFO::Fitting model to feature number 754, F784 2022-10-19 04:13:54 INFO::Fitting model to feature number 755, F785 2022-10-19 04:13:54 INFO::Fitting model to feature number 756, F786 2022-10-19 04:13:54 INFO::Fitting model to feature number 757, F787 2022-10-19 04:13:54 INFO::Fitting model to feature number 758, F788 2022-10-19 04:13:54 INFO::Fitting model to feature number 759, F789 2022-10-19 04:13:54 INFO::Fitting model to feature number 760, F790 2022-10-19 04:13:54 INFO::Fitting model to feature number 761, F791 2022-10-19 04:13:54 INFO::Fitting model to feature number 762, F792 2022-10-19 04:13:54 INFO::Fitting model to feature number 763, F793 2022-10-19 04:13:54 INFO::Fitting model to feature number 764, F794 2022-10-19 04:13:54 INFO::Fitting model to feature number 765, F795 2022-10-19 04:13:54 INFO::Fitting model to feature number 766, F796 2022-10-19 04:13:54 INFO::Fitting model to feature number 767, F797 2022-10-19 04:13:54 INFO::Fitting model to feature number 768, F798 2022-10-19 04:13:54 INFO::Fitting model to feature number 769, F799 2022-10-19 04:13:54 INFO::Fitting model to feature number 770, F800 2022-10-19 04:13:54 INFO::Fitting model to feature number 771, F801 2022-10-19 04:13:54 INFO::Fitting model to feature number 772, F802 2022-10-19 04:13:54 INFO::Fitting model to feature number 773, F803 2022-10-19 04:13:54 INFO::Fitting model to feature number 774, F804 2022-10-19 04:13:54 INFO::Fitting model to feature number 775, F805 2022-10-19 04:13:54 INFO::Fitting model to feature number 776, F806 2022-10-19 04:13:54 INFO::Fitting model to feature number 777, F808 2022-10-19 04:13:54 INFO::Fitting model to feature number 778, F809 2022-10-19 04:13:54 INFO::Fitting model to feature number 779, F810 2022-10-19 04:13:54 INFO::Fitting model to feature number 780, F811 2022-10-19 04:13:54 INFO::Fitting model to feature number 781, F812 2022-10-19 04:13:54 INFO::Fitting model to feature number 782, F813 2022-10-19 04:13:54 INFO::Fitting model to feature number 783, F814 2022-10-19 04:13:54 INFO::Fitting model to feature number 784, F815 2022-10-19 04:13:54 INFO::Fitting model to feature number 785, F816 2022-10-19 04:13:54 INFO::Fitting model to feature number 786, F817 2022-10-19 04:13:54 INFO::Fitting model to feature number 787, F818 2022-10-19 04:13:54 INFO::Fitting model to feature number 788, F819 2022-10-19 04:13:54 INFO::Fitting model to feature number 789, F820 2022-10-19 04:13:54 INFO::Fitting model to feature number 790, F821 2022-10-19 04:13:54 INFO::Fitting model to feature number 791, F822 2022-10-19 04:13:54 INFO::Fitting model to feature number 792, F823 2022-10-19 04:13:54 INFO::Fitting model to feature number 793, F824 2022-10-19 04:13:54 INFO::Fitting model to feature number 794, F825 2022-10-19 04:13:54 INFO::Fitting model to feature number 795, F826 2022-10-19 04:13:54 INFO::Fitting model to feature number 796, F827 2022-10-19 04:13:54 INFO::Fitting model to feature number 797, F828 2022-10-19 04:13:54 INFO::Fitting model to feature number 798, F829 2022-10-19 04:13:54 INFO::Fitting model to feature number 799, F830 2022-10-19 04:13:54 INFO::Fitting model to feature number 800, F831 2022-10-19 04:13:54 INFO::Fitting model to feature number 801, F832 2022-10-19 04:13:54 INFO::Fitting model to feature number 802, F833 2022-10-19 04:13:54 INFO::Fitting model to feature number 803, F834 2022-10-19 04:13:54 INFO::Fitting model to feature number 804, F835 2022-10-19 04:13:54 INFO::Fitting model to feature number 805, F836 2022-10-19 04:13:54 INFO::Fitting model to feature number 806, F837 2022-10-19 04:13:54 INFO::Fitting model to feature number 807, F838 2022-10-19 04:13:54 INFO::Fitting model to feature number 808, F839 2022-10-19 04:13:54 INFO::Fitting model to feature number 809, F840 2022-10-19 04:13:54 INFO::Fitting model to feature number 810, F841 2022-10-19 04:13:54 INFO::Fitting model to feature number 811, F842 2022-10-19 04:13:54 INFO::Fitting model to feature number 812, F843 2022-10-19 04:13:54 INFO::Fitting model to feature number 813, F844 2022-10-19 04:13:54 INFO::Fitting model to feature number 814, F845 2022-10-19 04:13:54 INFO::Fitting model to feature number 815, F846 2022-10-19 04:13:54 INFO::Fitting model to feature number 816, F847 2022-10-19 04:13:54 INFO::Fitting model to feature number 817, F848 2022-10-19 04:13:54 INFO::Fitting model to feature number 818, F849 2022-10-19 04:13:54 INFO::Fitting model to feature number 819, F850 2022-10-19 04:13:54 INFO::Fitting model to feature number 820, F851 2022-10-19 04:13:54 INFO::Fitting model to feature number 821, F852 2022-10-19 04:13:54 INFO::Fitting model to feature number 822, F853 2022-10-19 04:13:54 INFO::Fitting model to feature number 823, F854 2022-10-19 04:13:54 INFO::Fitting model to feature number 824, F855 2022-10-19 04:13:54 INFO::Fitting model to feature number 825, F856 2022-10-19 04:13:54 INFO::Fitting model to feature number 826, F857 2022-10-19 04:13:54 INFO::Fitting model to feature number 827, F858 2022-10-19 04:13:54 INFO::Fitting model to feature number 828, F859 2022-10-19 04:13:54 INFO::Fitting model to feature number 829, F860 2022-10-19 04:13:54 INFO::Fitting model to feature number 830, F861 2022-10-19 04:13:54 INFO::Fitting model to feature number 831, F862 2022-10-19 04:13:54 INFO::Fitting model to feature number 832, F863 2022-10-19 04:13:54 INFO::Fitting model to feature number 833, F864 2022-10-19 04:13:54 INFO::Fitting model to feature number 834, F865 2022-10-19 04:13:54 INFO::Fitting model to feature number 835, F866 2022-10-19 04:13:54 INFO::Fitting model to feature number 836, F867 2022-10-19 04:13:54 INFO::Fitting model to feature number 837, F868 2022-10-19 04:13:54 INFO::Fitting model to feature number 838, F869 2022-10-19 04:13:54 INFO::Fitting model to feature number 839, F870 2022-10-19 04:13:54 INFO::Fitting model to feature number 840, F871 2022-10-19 04:13:54 INFO::Fitting model to feature number 841, F872 2022-10-19 04:13:54 INFO::Fitting model to feature number 842, F873 2022-10-19 04:13:54 INFO::Fitting model to feature number 843, F874 2022-10-19 04:13:54 INFO::Fitting model to feature number 844, F875 2022-10-19 04:13:54 INFO::Fitting model to feature number 845, F876 2022-10-19 04:13:54 INFO::Fitting model to feature number 846, F877 2022-10-19 04:13:54 INFO::Fitting model to feature number 847, F878 2022-10-19 04:13:54 INFO::Fitting model to feature number 848, F879 2022-10-19 04:13:54 INFO::Fitting model to feature number 849, F880 2022-10-19 04:13:54 INFO::Fitting model to feature number 850, F881 2022-10-19 04:13:54 INFO::Fitting model to feature number 851, F882 2022-10-19 04:13:54 INFO::Fitting model to feature number 852, F883 2022-10-19 04:13:54 INFO::Fitting model to feature number 853, F884 2022-10-19 04:13:54 INFO::Fitting model to feature number 854, F885 2022-10-19 04:13:54 INFO::Fitting model to feature number 855, F886 2022-10-19 04:13:54 INFO::Fitting model to feature number 856, F887 2022-10-19 04:13:54 INFO::Fitting model to feature number 857, F888 2022-10-19 04:13:54 INFO::Fitting model to feature number 858, F889 2022-10-19 04:13:54 INFO::Fitting model to feature number 859, F890 2022-10-19 04:13:54 INFO::Fitting model to feature number 860, F891 2022-10-19 04:13:54 INFO::Fitting model to feature number 861, F892 2022-10-19 04:13:54 INFO::Fitting model to feature number 862, F893 2022-10-19 04:13:54 INFO::Fitting model to feature number 863, F894 2022-10-19 04:13:54 INFO::Fitting model to feature number 864, F895 2022-10-19 04:13:54 INFO::Fitting model to feature number 865, F896 2022-10-19 04:13:54 INFO::Fitting model to feature number 866, F897 2022-10-19 04:13:54 INFO::Fitting model to feature number 867, F898 2022-10-19 04:13:55 INFO::Fitting model to feature number 868, F899 2022-10-19 04:13:55 INFO::Fitting model to feature number 869, F900 2022-10-19 04:13:55 INFO::Counting total values for each feature 2022-10-19 04:13:55 WARNING::Deleting existing residuals file: maaslin2_output/residuals.rds 2022-10-19 04:13:55 INFO::Writing residuals to file maaslin2_output/residuals.rds 2022-10-19 04:13:55 WARNING::Deleting existing fitted file: maaslin2_output/fitted.rds 2022-10-19 04:13:55 INFO::Writing fitted values to file maaslin2_output/fitted.rds 2022-10-19 04:13:55 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv 2022-10-19 04:13:55 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 2022-10-19 04:13:55 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf [ FAIL 0 | WARN 3 | SKIP 0 | PASS 20 ] [ FAIL 0 | WARN 3 | SKIP 0 | PASS 20 ] > > proc.time() user system elapsed 106.854 2.589 118.257
Macarron.Rcheck/Macarron-Ex.timings
name | user | system | elapsed | |
MACARRoN | 25.472 | 0.772 | 26.333 | |
calAVA | 9.038 | 0.086 | 9.137 | |
calES | 14.119 | 0.449 | 14.633 | |
calQval | 13.643 | 0.375 | 14.137 | |
decorateID | 0.401 | 0.029 | 14.027 | |
findMacMod | 4.805 | 0.080 | 4.892 | |
makeDisMat | 2.567 | 0.021 | 2.596 | |
prepInput | 0.114 | 0.003 | 0.117 | |
prioritize | 18.289 | 0.366 | 18.768 | |
showBest | 18.365 | 0.346 | 18.766 | |