Sagun Maharjan
| Snapshot Date: 2023-10-15 14:00:13 -0400 (Sun, 15 Oct 2023) |
| git_url: https://git.bioconductor.org/packages/Macarron |
| git_branch: RELEASE_3_17 |
| git_last_commit: 3bf7d4e |
| git_last_commit_date: 2023-04-25 11:37:57 -0400 (Tue, 25 Apr 2023) |
| Back to Multiple platform build/check report for BioC 3.17: simplified long |
|
This page was generated on 2023-10-16 11:35:29 -0400 (Mon, 16 Oct 2023).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo1 | Linux (Ubuntu 22.04.2 LTS) | x86_64 | 4.3.1 (2023-06-16) -- "Beagle Scouts" | 4626 |
| palomino3 | Windows Server 2022 Datacenter | x64 | 4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts" | 4379 |
| merida1 | macOS 12.6.4 Monterey | x86_64 | 4.3.1 (2023-06-16) -- "Beagle Scouts" | 4395 |
| Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X | ||||
| Package 1095/2230 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| Macarron 1.4.0 (landing page) Sagun Maharjan
| nebbiolo1 | Linux (Ubuntu 22.04.2 LTS) / x86_64 | OK | OK | OK | | ||||||||
| palomino3 | Windows Server 2022 Datacenter / x64 | OK | OK | ERROR | OK | |||||||||
| merida1 | macOS 12.6.4 Monterey / x86_64 | OK | OK | OK | OK | | ||||||||
| kjohnson2 | macOS 12.6.1 Monterey / arm64 | see weekly results here | ||||||||||||
|
To the developers/maintainers of the Macarron package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/Macarron.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
| Package: Macarron |
| Version: 1.4.0 |
| Command: /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/site-library --timings Macarron_1.4.0.tar.gz |
| StartedAt: 2023-10-15 22:26:06 -0400 (Sun, 15 Oct 2023) |
| EndedAt: 2023-10-15 22:31:07 -0400 (Sun, 15 Oct 2023) |
| EllapsedTime: 300.9 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: Macarron.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD check --install=check:Macarron.install-out.txt --library=/home/biocbuild/bbs-3.17-bioc/R/site-library --timings Macarron_1.4.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.17-bioc/meat/Macarron.Rcheck’
* using R version 4.3.1 (2023-06-16)
* using platform: x86_64-pc-linux-gnu (64-bit)
* R was compiled by
gcc (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0
GNU Fortran (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0
* running under: Ubuntu 22.04.3 LTS
* using session charset: UTF-8
* checking for file ‘Macarron/DESCRIPTION’ ... OK
* this is package ‘Macarron’ version ‘1.4.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘Macarron’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... 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 13.934 0.676 14.578
prioritize 9.499 0.348 9.848
showBest 8.848 0.244 9.091
calES 7.781 0.228 8.009
calQval 7.637 0.188 7.825
calAVA 5.589 0.148 5.737
decorateID 1.396 0.052 19.315
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... OK
* checking running R code from vignettes ...
‘MACARRoN.Rmd’ using ‘UTF-8’... OK
NONE
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE
Status: 1 NOTE
See
‘/home/biocbuild/bbs-3.17-bioc/meat/Macarron.Rcheck/00check.log’
for details.
Macarron.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/bbs-3.17-bioc/R/bin/R CMD INSTALL Macarron ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/bbs-3.17-bioc/R/site-library’ * installing *source* package ‘Macarron’ ... ** using staged installation ** R ** inst ** byte-compile and prepare package for lazy loading ** help *** installing help indices ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (Macarron)
Macarron.Rcheck/tests/testthat.Rout
R version 4.3.1 (2023-06-16) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(Macarron)
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats
Attaching package: 'MatrixGenerics'
The following objects are masked from 'package:matrixStats':
colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
colWeightedMeans, colWeightedMedians, colWeightedSds,
colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
rowWeightedSds, rowWeightedVars
Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:stats':
IQR, mad, sd, var, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
as.data.frame, basename, cbind, colnames, dirname, do.call,
duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,
tapply, union, unique, unsplit, which.max, which.min
Loading required package: S4Vectors
Attaching package: 'S4Vectors'
The following object is masked from 'package:utils':
findMatches
The following objects are masked from 'package:base':
I, expand.grid, unname
Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor
Vignettes contain introductory material; view with
'browseVignettes()'. To cite Bioconductor, see
'citation("Biobase")', and for packages 'citation("pkgname")'.
Attaching package: 'Biobase'
The following object is masked from 'package:MatrixGenerics':
rowMedians
The following objects are masked from 'package:matrixStats':
anyMissing, rowMedians
>
> test_check("Macarron")
2023-10-15 22:29:42.012385 INFO::Creating output folder.
2023-10-15 22:29:42.025552 INFO::Writing function arguments to log file
2023-10-15 22:29:42.086085 INFO::Summarized Experiment created.
2023-10-15 22:29:42.088169 INFO::Metadata chosen for prevalence filtering: diagnosis
2023-10-15 22:29:47.36176 INFO::Distance matrix with 869 metabolic features created.
2023-10-15 22:29:47.36319 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.
2023-10-15 22:29:48.699774 INFO::Total number of modules detected: 30
[1] "Creating output folder"
[1] "Creating output feature tables folder"
[1] "Creating output fits folder"
[1] "Creating output figures folder"
2023-10-15 22:29:50.768471 INFO::Writing function arguments to log file
2023-10-15 22:29:50.774282 INFO::Verifying options selected are valid
2023-10-15 22:29:50.818289 INFO::Determining format of input files
2023-10-15 22:29:50.819571 INFO::Input format is data samples as columns and metadata samples as rows
2023-10-15 22:29:50.836899 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics
2023-10-15 22:29:50.838654 INFO::Filter data based on min abundance and min prevalence
2023-10-15 22:29:50.839527 INFO::Total samples in data: 102
2023-10-15 22:29:50.840345 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2023-10-15 22:29:50.852837 INFO::Total filtered features: 0
2023-10-15 22:29:50.854008 INFO::Filtered feature names from abundance and prevalence filtering:
2023-10-15 22:29:50.874899 INFO::Total filtered features with variance filtering: 0
2023-10-15 22:29:50.87619 INFO::Filtered feature names from variance filtering:
2023-10-15 22:29:50.877083 INFO::Running selected normalization method: NONE
2023-10-15 22:29:50.877991 INFO::Applying z-score to standardize continuous metadata
2023-10-15 22:29:50.902796 INFO::Running selected transform method: NONE
2023-10-15 22:29:50.903946 INFO::Running selected analysis method: LM
2023-10-15 22:29:50.909403 INFO::Fitting model to feature number 1, F1
2023-10-15 22:29:50.920568 INFO::Fitting model to feature number 2, F2
2023-10-15 22:29:50.924628 INFO::Fitting model to feature number 3, F3
2023-10-15 22:29:50.928604 INFO::Fitting model to feature number 4, F4
2023-10-15 22:29:50.932555 INFO::Fitting model to feature number 5, F5
2023-10-15 22:29:50.936448 INFO::Fitting model to feature number 6, F6
2023-10-15 22:29:50.940313 INFO::Fitting model to feature number 7, F7
2023-10-15 22:29:50.944154 INFO::Fitting model to feature number 8, F8
2023-10-15 22:29:50.947968 INFO::Fitting model to feature number 9, F9
2023-10-15 22:29:50.951719 INFO::Fitting model to feature number 10, F10
2023-10-15 22:29:50.955489 INFO::Fitting model to feature number 11, F11
2023-10-15 22:29:50.959212 INFO::Fitting model to feature number 12, F12
2023-10-15 22:29:50.962894 INFO::Fitting model to feature number 13, F13
2023-10-15 22:29:50.966542 INFO::Fitting model to feature number 14, F14
2023-10-15 22:29:50.97026 INFO::Fitting model to feature number 15, F15
2023-10-15 22:29:50.973979 INFO::Fitting model to feature number 16, F16
2023-10-15 22:29:50.977711 INFO::Fitting model to feature number 17, F17
2023-10-15 22:29:50.981412 INFO::Fitting model to feature number 18, F18
2023-10-15 22:29:50.985116 INFO::Fitting model to feature number 19, F19
2023-10-15 22:29:50.988839 INFO::Fitting model to feature number 20, F20
2023-10-15 22:29:50.992576 INFO::Fitting model to feature number 21, F21
2023-10-15 22:29:50.996245 INFO::Fitting model to feature number 22, F22
2023-10-15 22:29:50.999929 INFO::Fitting model to feature number 23, F23
2023-10-15 22:29:51.003654 INFO::Fitting model to feature number 24, F24
2023-10-15 22:29:51.00738 INFO::Fitting model to feature number 25, F25
2023-10-15 22:29:51.011151 INFO::Fitting model to feature number 26, F26
2023-10-15 22:29:51.015263 INFO::Fitting model to feature number 27, F27
2023-10-15 22:29:51.019315 INFO::Fitting model to feature number 28, F28
2023-10-15 22:29:51.023273 INFO::Fitting model to feature number 29, F29
2023-10-15 22:29:51.027109 INFO::Fitting model to feature number 30, F30
2023-10-15 22:29:51.030902 INFO::Fitting model to feature number 31, F31
2023-10-15 22:29:51.034729 INFO::Fitting model to feature number 32, F32
2023-10-15 22:29:51.038501 INFO::Fitting model to feature number 33, F33
2023-10-15 22:29:51.042368 INFO::Fitting model to feature number 34, F34
2023-10-15 22:29:51.046245 INFO::Fitting model to feature number 35, F35
2023-10-15 22:29:51.050177 INFO::Fitting model to feature number 36, F36
2023-10-15 22:29:51.054144 INFO::Fitting model to feature number 37, F37
2023-10-15 22:29:51.058108 INFO::Fitting model to feature number 38, F38
2023-10-15 22:29:51.062047 INFO::Fitting model to feature number 39, F39
2023-10-15 22:29:51.065892 INFO::Fitting model to feature number 40, F40
2023-10-15 22:29:51.069659 INFO::Fitting model to feature number 41, F41
2023-10-15 22:29:51.073416 INFO::Fitting model to feature number 42, F43
2023-10-15 22:29:51.077129 INFO::Fitting model to feature number 43, F44
2023-10-15 22:29:51.080843 INFO::Fitting model to feature number 44, F45
2023-10-15 22:29:51.084563 INFO::Fitting model to feature number 45, F46
2023-10-15 22:29:51.08827 INFO::Fitting model to feature number 46, F47
2023-10-15 22:29:51.091996 INFO::Fitting model to feature number 47, F48
2023-10-15 22:29:51.09566 INFO::Fitting model to feature number 48, F49
2023-10-15 22:29:51.099323 INFO::Fitting model to feature number 49, F50
2023-10-15 22:29:51.10295 INFO::Fitting model to feature number 50, F51
2023-10-15 22:29:51.106507 INFO::Fitting model to feature number 51, F52
2023-10-15 22:29:51.110134 INFO::Fitting model to feature number 52, F53
2023-10-15 22:29:51.113721 INFO::Fitting model to feature number 53, F54
2023-10-15 22:29:51.117387 INFO::Fitting model to feature number 54, F55
2023-10-15 22:29:51.121094 INFO::Fitting model to feature number 55, F56
2023-10-15 22:29:51.142148 INFO::Fitting model to feature number 56, F57
2023-10-15 22:29:51.146003 INFO::Fitting model to feature number 57, F58
2023-10-15 22:29:51.149776 INFO::Fitting model to feature number 58, F59
2023-10-15 22:29:51.153466 INFO::Fitting model to feature number 59, F60
2023-10-15 22:29:51.157126 INFO::Fitting model to feature number 60, F63
2023-10-15 22:29:51.16077 INFO::Fitting model to feature number 61, F64
2023-10-15 22:29:51.164473 INFO::Fitting model to feature number 62, F65
2023-10-15 22:29:51.168109 INFO::Fitting model to feature number 63, F66
2023-10-15 22:29:51.171668 INFO::Fitting model to feature number 64, F67
2023-10-15 22:29:51.175208 INFO::Fitting model to feature number 65, F68
2023-10-15 22:29:51.178756 INFO::Fitting model to feature number 66, F69
2023-10-15 22:29:51.182204 INFO::Fitting model to feature number 67, F70
2023-10-15 22:29:51.185688 INFO::Fitting model to feature number 68, F71
2023-10-15 22:29:51.189157 INFO::Fitting model to feature number 69, F72
2023-10-15 22:29:51.192667 INFO::Fitting model to feature number 70, F73
2023-10-15 22:29:51.196202 INFO::Fitting model to feature number 71, F74
2023-10-15 22:29:51.199708 INFO::Fitting model to feature number 72, F76
2023-10-15 22:29:51.203195 INFO::Fitting model to feature number 73, F77
2023-10-15 22:29:51.206726 INFO::Fitting model to feature number 74, F78
2023-10-15 22:29:51.210232 INFO::Fitting model to feature number 75, F79
2023-10-15 22:29:51.213784 INFO::Fitting model to feature number 76, F80
2023-10-15 22:29:51.217358 INFO::Fitting model to feature number 77, F81
2023-10-15 22:29:51.221129 INFO::Fitting model to feature number 78, F82
2023-10-15 22:29:51.224874 INFO::Fitting model to feature number 79, F83
2023-10-15 22:29:51.228582 INFO::Fitting model to feature number 80, F84
2023-10-15 22:29:51.232312 INFO::Fitting model to feature number 81, F85
2023-10-15 22:29:51.236199 INFO::Fitting model to feature number 82, F86
2023-10-15 22:29:51.239908 INFO::Fitting model to feature number 83, F87
2023-10-15 22:29:51.243586 INFO::Fitting model to feature number 84, F88
2023-10-15 22:29:51.247205 INFO::Fitting model to feature number 85, F89
2023-10-15 22:29:51.25078 INFO::Fitting model to feature number 86, F90
2023-10-15 22:29:51.254302 INFO::Fitting model to feature number 87, F91
2023-10-15 22:29:51.257825 INFO::Fitting model to feature number 88, F92
2023-10-15 22:29:51.261344 INFO::Fitting model to feature number 89, F93
2023-10-15 22:29:51.264902 INFO::Fitting model to feature number 90, F94
2023-10-15 22:29:51.268496 INFO::Fitting model to feature number 91, F95
2023-10-15 22:29:51.272053 INFO::Fitting model to feature number 92, F96
2023-10-15 22:29:51.275633 INFO::Fitting model to feature number 93, F97
2023-10-15 22:29:51.279231 INFO::Fitting model to feature number 94, F98
2023-10-15 22:29:51.282821 INFO::Fitting model to feature number 95, F99
2023-10-15 22:29:51.286368 INFO::Fitting model to feature number 96, F100
2023-10-15 22:29:51.289938 INFO::Fitting model to feature number 97, F101
2023-10-15 22:29:51.293478 INFO::Fitting model to feature number 98, F102
2023-10-15 22:29:51.297029 INFO::Fitting model to feature number 99, F103
2023-10-15 22:29:51.300552 INFO::Fitting model to feature number 100, F104
2023-10-15 22:29:51.304096 INFO::Fitting model to feature number 101, F105
2023-10-15 22:29:51.307609 INFO::Fitting model to feature number 102, F106
2023-10-15 22:29:51.311162 INFO::Fitting model to feature number 103, F107
2023-10-15 22:29:51.314781 INFO::Fitting model to feature number 104, F108
2023-10-15 22:29:51.31837 INFO::Fitting model to feature number 105, F109
2023-10-15 22:29:51.321948 INFO::Fitting model to feature number 106, F110
2023-10-15 22:29:51.325454 INFO::Fitting model to feature number 107, F111
2023-10-15 22:29:51.328955 INFO::Fitting model to feature number 108, F112
2023-10-15 22:29:51.33245 INFO::Fitting model to feature number 109, F113
2023-10-15 22:29:51.335958 INFO::Fitting model to feature number 110, F114
2023-10-15 22:29:51.339525 INFO::Fitting model to feature number 111, F115
2023-10-15 22:29:51.343092 INFO::Fitting model to feature number 112, F117
2023-10-15 22:29:51.346667 INFO::Fitting model to feature number 113, F118
2023-10-15 22:29:51.350142 INFO::Fitting model to feature number 114, F119
2023-10-15 22:29:51.353676 INFO::Fitting model to feature number 115, F120
2023-10-15 22:29:51.357211 INFO::Fitting model to feature number 116, F121
2023-10-15 22:29:51.360751 INFO::Fitting model to feature number 117, F122
2023-10-15 22:29:51.364305 INFO::Fitting model to feature number 118, F123
2023-10-15 22:29:51.367862 INFO::Fitting model to feature number 119, F124
2023-10-15 22:29:51.371409 INFO::Fitting model to feature number 120, F125
2023-10-15 22:29:51.374952 INFO::Fitting model to feature number 121, F126
2023-10-15 22:29:51.378466 INFO::Fitting model to feature number 122, F127
2023-10-15 22:29:51.381991 INFO::Fitting model to feature number 123, F128
2023-10-15 22:29:51.385554 INFO::Fitting model to feature number 124, F129
2023-10-15 22:29:51.389148 INFO::Fitting model to feature number 125, F130
2023-10-15 22:29:51.392722 INFO::Fitting model to feature number 126, F131
2023-10-15 22:29:51.396293 INFO::Fitting model to feature number 127, F132
2023-10-15 22:29:51.399798 INFO::Fitting model to feature number 128, F133
2023-10-15 22:29:51.403349 INFO::Fitting model to feature number 129, F134
2023-10-15 22:29:51.406861 INFO::Fitting model to feature number 130, F135
2023-10-15 22:29:51.410338 INFO::Fitting model to feature number 131, F136
2023-10-15 22:29:51.413859 INFO::Fitting model to feature number 132, F137
2023-10-15 22:29:51.417344 INFO::Fitting model to feature number 133, F138
2023-10-15 22:29:51.420824 INFO::Fitting model to feature number 134, F139
2023-10-15 22:29:51.424309 INFO::Fitting model to feature number 135, F140
2023-10-15 22:29:51.42778 INFO::Fitting model to feature number 136, F141
2023-10-15 22:29:51.431272 INFO::Fitting model to feature number 137, F142
2023-10-15 22:29:51.434808 INFO::Fitting model to feature number 138, F143
2023-10-15 22:29:51.438326 INFO::Fitting model to feature number 139, F144
2023-10-15 22:29:51.441808 INFO::Fitting model to feature number 140, F145
2023-10-15 22:29:51.445298 INFO::Fitting model to feature number 141, F146
2023-10-15 22:29:51.448725 INFO::Fitting model to feature number 142, F147
2023-10-15 22:29:51.452242 INFO::Fitting model to feature number 143, F148
2023-10-15 22:29:51.455775 INFO::Fitting model to feature number 144, F149
2023-10-15 22:29:51.459365 INFO::Fitting model to feature number 145, F150
2023-10-15 22:29:51.462924 INFO::Fitting model to feature number 146, F152
2023-10-15 22:29:51.466497 INFO::Fitting model to feature number 147, F153
2023-10-15 22:29:51.476477 INFO::Fitting model to feature number 148, F154
2023-10-15 22:29:51.480811 INFO::Fitting model to feature number 149, F155
2023-10-15 22:29:51.484938 INFO::Fitting model to feature number 150, F156
2023-10-15 22:29:51.489244 INFO::Fitting model to feature number 151, F157
2023-10-15 22:29:51.493381 INFO::Fitting model to feature number 152, F158
2023-10-15 22:29:51.497583 INFO::Fitting model to feature number 153, F159
2023-10-15 22:29:51.501788 INFO::Fitting model to feature number 154, F160
2023-10-15 22:29:51.506026 INFO::Fitting model to feature number 155, F161
2023-10-15 22:29:51.510171 INFO::Fitting model to feature number 156, F162
2023-10-15 22:29:51.514166 INFO::Fitting model to feature number 157, F163
2023-10-15 22:29:51.518063 INFO::Fitting model to feature number 158, F164
2023-10-15 22:29:51.521945 INFO::Fitting model to feature number 159, F165
2023-10-15 22:29:51.525798 INFO::Fitting model to feature number 160, F166
2023-10-15 22:29:51.529691 INFO::Fitting model to feature number 161, F167
2023-10-15 22:29:51.533597 INFO::Fitting model to feature number 162, F168
2023-10-15 22:29:51.537443 INFO::Fitting model to feature number 163, F169
2023-10-15 22:29:51.541474 INFO::Fitting model to feature number 164, F170
2023-10-15 22:29:51.545556 INFO::Fitting model to feature number 165, F171
2023-10-15 22:29:51.549599 INFO::Fitting model to feature number 166, F172
2023-10-15 22:29:51.5536 INFO::Fitting model to feature number 167, F173
2023-10-15 22:29:51.557674 INFO::Fitting model to feature number 168, F174
2023-10-15 22:29:51.56174 INFO::Fitting model to feature number 169, F175
2023-10-15 22:29:51.565622 INFO::Fitting model to feature number 170, F176
2023-10-15 22:29:51.569538 INFO::Fitting model to feature number 171, F177
2023-10-15 22:29:51.57339 INFO::Fitting model to feature number 172, F178
2023-10-15 22:29:51.577284 INFO::Fitting model to feature number 173, F179
2023-10-15 22:29:51.581269 INFO::Fitting model to feature number 174, F180
2023-10-15 22:29:51.585254 INFO::Fitting model to feature number 175, F181
2023-10-15 22:29:51.589267 INFO::Fitting model to feature number 176, F182
2023-10-15 22:29:51.593148 INFO::Fitting model to feature number 177, F183
2023-10-15 22:29:51.59698 INFO::Fitting model to feature number 178, F184
2023-10-15 22:29:51.600922 INFO::Fitting model to feature number 179, F185
2023-10-15 22:29:51.604853 INFO::Fitting model to feature number 180, F186
2023-10-15 22:29:51.608703 INFO::Fitting model to feature number 181, F187
2023-10-15 22:29:51.6127 INFO::Fitting model to feature number 182, F188
2023-10-15 22:29:51.616228 INFO::Fitting model to feature number 183, F189
2023-10-15 22:29:51.619762 INFO::Fitting model to feature number 184, F190
2023-10-15 22:29:51.623317 INFO::Fitting model to feature number 185, F191
2023-10-15 22:29:51.626886 INFO::Fitting model to feature number 186, F192
2023-10-15 22:29:51.630493 INFO::Fitting model to feature number 187, F193
2023-10-15 22:29:51.634092 INFO::Fitting model to feature number 188, F194
2023-10-15 22:29:51.63769 INFO::Fitting model to feature number 189, F195
2023-10-15 22:29:51.641309 INFO::Fitting model to feature number 190, F196
2023-10-15 22:29:51.644947 INFO::Fitting model to feature number 191, F197
2023-10-15 22:29:51.648557 INFO::Fitting model to feature number 192, F198
2023-10-15 22:29:51.652238 INFO::Fitting model to feature number 193, F199
2023-10-15 22:29:51.655985 INFO::Fitting model to feature number 194, F200
2023-10-15 22:29:51.659733 INFO::Fitting model to feature number 195, F201
2023-10-15 22:29:51.663497 INFO::Fitting model to feature number 196, F202
2023-10-15 22:29:51.667226 INFO::Fitting model to feature number 197, F203
2023-10-15 22:29:51.670995 INFO::Fitting model to feature number 198, F204
2023-10-15 22:29:51.674703 INFO::Fitting model to feature number 199, F206
2023-10-15 22:29:51.678457 INFO::Fitting model to feature number 200, F207
2023-10-15 22:29:51.682259 INFO::Fitting model to feature number 201, F208
2023-10-15 22:29:51.685971 INFO::Fitting model to feature number 202, F209
2023-10-15 22:29:51.689771 INFO::Fitting model to feature number 203, F210
2023-10-15 22:29:51.693505 INFO::Fitting model to feature number 204, F211
2023-10-15 22:29:51.697189 INFO::Fitting model to feature number 205, F212
2023-10-15 22:29:51.700907 INFO::Fitting model to feature number 206, F213
2023-10-15 22:29:51.704734 INFO::Fitting model to feature number 207, F214
2023-10-15 22:29:51.708492 INFO::Fitting model to feature number 208, F215
2023-10-15 22:29:51.712218 INFO::Fitting model to feature number 209, F216
2023-10-15 22:29:51.715968 INFO::Fitting model to feature number 210, F217
2023-10-15 22:29:51.71959 INFO::Fitting model to feature number 211, F218
2023-10-15 22:29:51.723275 INFO::Fitting model to feature number 212, F219
2023-10-15 22:29:51.727105 INFO::Fitting model to feature number 213, F220
2023-10-15 22:29:51.731022 INFO::Fitting model to feature number 214, F221
2023-10-15 22:29:51.734916 INFO::Fitting model to feature number 215, F222
2023-10-15 22:29:51.738754 INFO::Fitting model to feature number 216, F223
2023-10-15 22:29:51.742587 INFO::Fitting model to feature number 217, F224
2023-10-15 22:29:51.746453 INFO::Fitting model to feature number 218, F225
2023-10-15 22:29:51.750342 INFO::Fitting model to feature number 219, F226
2023-10-15 22:29:51.754473 INFO::Fitting model to feature number 220, F227
2023-10-15 22:29:51.758398 INFO::Fitting model to feature number 221, F228
2023-10-15 22:29:51.762245 INFO::Fitting model to feature number 222, F229
2023-10-15 22:29:51.766086 INFO::Fitting model to feature number 223, F230
2023-10-15 22:29:51.769903 INFO::Fitting model to feature number 224, F231
2023-10-15 22:29:51.773557 INFO::Fitting model to feature number 225, F232
2023-10-15 22:29:51.777231 INFO::Fitting model to feature number 226, F233
2023-10-15 22:29:51.780927 INFO::Fitting model to feature number 227, F234
2023-10-15 22:29:51.784657 INFO::Fitting model to feature number 228, F235
2023-10-15 22:29:51.788331 INFO::Fitting model to feature number 229, F236
2023-10-15 22:29:51.792057 INFO::Fitting model to feature number 230, F237
2023-10-15 22:29:51.79579 INFO::Fitting model to feature number 231, F238
2023-10-15 22:29:51.799448 INFO::Fitting model to feature number 232, F239
2023-10-15 22:29:51.803081 INFO::Fitting model to feature number 233, F240
2023-10-15 22:29:51.830746 INFO::Fitting model to feature number 234, F241
2023-10-15 22:29:51.835009 INFO::Fitting model to feature number 235, F242
2023-10-15 22:29:51.839016 INFO::Fitting model to feature number 236, F243
2023-10-15 22:29:51.84296 INFO::Fitting model to feature number 237, F244
2023-10-15 22:29:51.846837 INFO::Fitting model to feature number 238, F245
2023-10-15 22:29:51.850666 INFO::Fitting model to feature number 239, F246
2023-10-15 22:29:51.854472 INFO::Fitting model to feature number 240, F247
2023-10-15 22:29:51.858267 INFO::Fitting model to feature number 241, F248
2023-10-15 22:29:51.862075 INFO::Fitting model to feature number 242, F249
2023-10-15 22:29:51.865801 INFO::Fitting model to feature number 243, F250
2023-10-15 22:29:51.869454 INFO::Fitting model to feature number 244, F252
2023-10-15 22:29:51.873075 INFO::Fitting model to feature number 245, F253
2023-10-15 22:29:51.876668 INFO::Fitting model to feature number 246, F254
2023-10-15 22:29:51.880287 INFO::Fitting model to feature number 247, F255
2023-10-15 22:29:51.88389 INFO::Fitting model to feature number 248, F256
2023-10-15 22:29:51.887505 INFO::Fitting model to feature number 249, F257
2023-10-15 22:29:51.891137 INFO::Fitting model to feature number 250, F259
2023-10-15 22:29:51.894716 INFO::Fitting model to feature number 251, F260
2023-10-15 22:29:51.898261 INFO::Fitting model to feature number 252, F261
2023-10-15 22:29:51.901805 INFO::Fitting model to feature number 253, F262
2023-10-15 22:29:51.905427 INFO::Fitting model to feature number 254, F263
2023-10-15 22:29:51.909124 INFO::Fitting model to feature number 255, F264
2023-10-15 22:29:51.912803 INFO::Fitting model to feature number 256, F265
2023-10-15 22:29:51.916508 INFO::Fitting model to feature number 257, F266
2023-10-15 22:29:51.920226 INFO::Fitting model to feature number 258, F267
2023-10-15 22:29:51.92399 INFO::Fitting model to feature number 259, F269
2023-10-15 22:29:51.927751 INFO::Fitting model to feature number 260, F270
2023-10-15 22:29:51.931543 INFO::Fitting model to feature number 261, F271
2023-10-15 22:29:51.935215 INFO::Fitting model to feature number 262, F272
2023-10-15 22:29:51.938823 INFO::Fitting model to feature number 263, F273
2023-10-15 22:29:51.942353 INFO::Fitting model to feature number 264, F274
2023-10-15 22:29:51.945904 INFO::Fitting model to feature number 265, F276
2023-10-15 22:29:51.94943 INFO::Fitting model to feature number 266, F277
2023-10-15 22:29:51.95315 INFO::Fitting model to feature number 267, F278
2023-10-15 22:29:51.956881 INFO::Fitting model to feature number 268, F279
2023-10-15 22:29:51.960549 INFO::Fitting model to feature number 269, F280
2023-10-15 22:29:51.964105 INFO::Fitting model to feature number 270, F281
2023-10-15 22:29:51.967685 INFO::Fitting model to feature number 271, F282
2023-10-15 22:29:51.971219 INFO::Fitting model to feature number 272, F283
2023-10-15 22:29:51.974694 INFO::Fitting model to feature number 273, F284
2023-10-15 22:29:51.97823 INFO::Fitting model to feature number 274, F285
2023-10-15 22:29:51.981825 INFO::Fitting model to feature number 275, F286
2023-10-15 22:29:51.985412 INFO::Fitting model to feature number 276, F287
2023-10-15 22:29:51.98899 INFO::Fitting model to feature number 277, F288
2023-10-15 22:29:51.992666 INFO::Fitting model to feature number 278, F289
2023-10-15 22:29:51.99636 INFO::Fitting model to feature number 279, F290
2023-10-15 22:29:51.999985 INFO::Fitting model to feature number 280, F292
2023-10-15 22:29:52.003641 INFO::Fitting model to feature number 281, F293
2023-10-15 22:29:52.007331 INFO::Fitting model to feature number 282, F294
2023-10-15 22:29:52.011018 INFO::Fitting model to feature number 283, F295
2023-10-15 22:29:52.014661 INFO::Fitting model to feature number 284, F296
2023-10-15 22:29:52.018248 INFO::Fitting model to feature number 285, F297
2023-10-15 22:29:52.021869 INFO::Fitting model to feature number 286, F298
2023-10-15 22:29:52.025498 INFO::Fitting model to feature number 287, F299
2023-10-15 22:29:52.029169 INFO::Fitting model to feature number 288, F300
2023-10-15 22:29:52.032815 INFO::Fitting model to feature number 289, F301
2023-10-15 22:29:52.036459 INFO::Fitting model to feature number 290, F302
2023-10-15 22:29:52.040177 INFO::Fitting model to feature number 291, F303
2023-10-15 22:29:52.043781 INFO::Fitting model to feature number 292, F304
2023-10-15 22:29:52.047362 INFO::Fitting model to feature number 293, F305
2023-10-15 22:29:52.050933 INFO::Fitting model to feature number 294, F306
2023-10-15 22:29:52.054584 INFO::Fitting model to feature number 295, F307
2023-10-15 22:29:52.058218 INFO::Fitting model to feature number 296, F308
2023-10-15 22:29:52.061826 INFO::Fitting model to feature number 297, F309
2023-10-15 22:29:52.065482 INFO::Fitting model to feature number 298, F310
2023-10-15 22:29:52.069118 INFO::Fitting model to feature number 299, F311
2023-10-15 22:29:52.072767 INFO::Fitting model to feature number 300, F312
2023-10-15 22:29:52.076445 INFO::Fitting model to feature number 301, F313
2023-10-15 22:29:52.080081 INFO::Fitting model to feature number 302, F315
2023-10-15 22:29:52.083724 INFO::Fitting model to feature number 303, F316
2023-10-15 22:29:52.087316 INFO::Fitting model to feature number 304, F317
2023-10-15 22:29:52.090965 INFO::Fitting model to feature number 305, F318
2023-10-15 22:29:52.094591 INFO::Fitting model to feature number 306, F319
2023-10-15 22:29:52.098397 INFO::Fitting model to feature number 307, F320
2023-10-15 22:29:52.102198 INFO::Fitting model to feature number 308, F321
2023-10-15 22:29:52.105954 INFO::Fitting model to feature number 309, F322
2023-10-15 22:29:52.109704 INFO::Fitting model to feature number 310, F323
2023-10-15 22:29:52.113414 INFO::Fitting model to feature number 311, F324
2023-10-15 22:29:52.117137 INFO::Fitting model to feature number 312, F325
2023-10-15 22:29:52.120841 INFO::Fitting model to feature number 313, F326
2023-10-15 22:29:52.12453 INFO::Fitting model to feature number 314, F327
2023-10-15 22:29:52.128135 INFO::Fitting model to feature number 315, F328
2023-10-15 22:29:52.1318 INFO::Fitting model to feature number 316, F329
2023-10-15 22:29:52.135558 INFO::Fitting model to feature number 317, F330
2023-10-15 22:29:52.139135 INFO::Fitting model to feature number 318, F331
2023-10-15 22:29:52.142836 INFO::Fitting model to feature number 319, F332
2023-10-15 22:29:52.146534 INFO::Fitting model to feature number 320, F333
2023-10-15 22:29:52.150203 INFO::Fitting model to feature number 321, F334
2023-10-15 22:29:52.153842 INFO::Fitting model to feature number 322, F335
2023-10-15 22:29:52.15786 INFO::Fitting model to feature number 323, F336
2023-10-15 22:29:52.161725 INFO::Fitting model to feature number 324, F337
2023-10-15 22:29:52.165555 INFO::Fitting model to feature number 325, F338
2023-10-15 22:29:52.169165 INFO::Fitting model to feature number 326, F339
2023-10-15 22:29:52.172765 INFO::Fitting model to feature number 327, F340
2023-10-15 22:29:52.176319 INFO::Fitting model to feature number 328, F342
2023-10-15 22:29:52.179911 INFO::Fitting model to feature number 329, F343
2023-10-15 22:29:52.183443 INFO::Fitting model to feature number 330, F344
2023-10-15 22:29:52.187019 INFO::Fitting model to feature number 331, F345
2023-10-15 22:29:52.190545 INFO::Fitting model to feature number 332, F346
2023-10-15 22:29:52.194087 INFO::Fitting model to feature number 333, F347
2023-10-15 22:29:52.197619 INFO::Fitting model to feature number 334, F348
2023-10-15 22:29:52.201114 INFO::Fitting model to feature number 335, F350
2023-10-15 22:29:52.204609 INFO::Fitting model to feature number 336, F351
2023-10-15 22:29:52.20816 INFO::Fitting model to feature number 337, F352
2023-10-15 22:29:52.211719 INFO::Fitting model to feature number 338, F353
2023-10-15 22:29:52.215297 INFO::Fitting model to feature number 339, F355
2023-10-15 22:29:52.218954 INFO::Fitting model to feature number 340, F356
2023-10-15 22:29:52.222515 INFO::Fitting model to feature number 341, F357
2023-10-15 22:29:52.226113 INFO::Fitting model to feature number 342, F358
2023-10-15 22:29:52.229749 INFO::Fitting model to feature number 343, F359
2023-10-15 22:29:52.233349 INFO::Fitting model to feature number 344, F360
2023-10-15 22:29:52.236941 INFO::Fitting model to feature number 345, F361
2023-10-15 22:29:52.240483 INFO::Fitting model to feature number 346, F362
2023-10-15 22:29:52.244093 INFO::Fitting model to feature number 347, F363
2023-10-15 22:29:52.247674 INFO::Fitting model to feature number 348, F364
2023-10-15 22:29:52.251235 INFO::Fitting model to feature number 349, F365
2023-10-15 22:29:52.254872 INFO::Fitting model to feature number 350, F366
2023-10-15 22:29:52.25854 INFO::Fitting model to feature number 351, F367
2023-10-15 22:29:52.26227 INFO::Fitting model to feature number 352, F368
2023-10-15 22:29:52.266035 INFO::Fitting model to feature number 353, F369
2023-10-15 22:29:52.269861 INFO::Fitting model to feature number 354, F370
2023-10-15 22:29:52.273669 INFO::Fitting model to feature number 355, F371
2023-10-15 22:29:52.277414 INFO::Fitting model to feature number 356, F372
2023-10-15 22:29:52.281146 INFO::Fitting model to feature number 357, F373
2023-10-15 22:29:52.284901 INFO::Fitting model to feature number 358, F374
2023-10-15 22:29:52.288537 INFO::Fitting model to feature number 359, F375
2023-10-15 22:29:52.292242 INFO::Fitting model to feature number 360, F376
2023-10-15 22:29:52.295908 INFO::Fitting model to feature number 361, F377
2023-10-15 22:29:52.299589 INFO::Fitting model to feature number 362, F378
2023-10-15 22:29:52.303294 INFO::Fitting model to feature number 363, F379
2023-10-15 22:29:52.306989 INFO::Fitting model to feature number 364, F380
2023-10-15 22:29:52.310732 INFO::Fitting model to feature number 365, F381
2023-10-15 22:29:52.314429 INFO::Fitting model to feature number 366, F382
2023-10-15 22:29:52.318101 INFO::Fitting model to feature number 367, F383
2023-10-15 22:29:52.321831 INFO::Fitting model to feature number 368, F384
2023-10-15 22:29:52.325576 INFO::Fitting model to feature number 369, F386
2023-10-15 22:29:52.329373 INFO::Fitting model to feature number 370, F387
2023-10-15 22:29:52.333157 INFO::Fitting model to feature number 371, F388
2023-10-15 22:29:52.337072 INFO::Fitting model to feature number 372, F389
2023-10-15 22:29:52.340982 INFO::Fitting model to feature number 373, F390
2023-10-15 22:29:52.34475 INFO::Fitting model to feature number 374, F391
2023-10-15 22:29:52.348493 INFO::Fitting model to feature number 375, F392
2023-10-15 22:29:52.352293 INFO::Fitting model to feature number 376, F393
2023-10-15 22:29:52.356125 INFO::Fitting model to feature number 377, F394
2023-10-15 22:29:52.359998 INFO::Fitting model to feature number 378, F395
2023-10-15 22:29:52.363809 INFO::Fitting model to feature number 379, F396
2023-10-15 22:29:52.367561 INFO::Fitting model to feature number 380, F397
2023-10-15 22:29:52.371322 INFO::Fitting model to feature number 381, F398
2023-10-15 22:29:52.375059 INFO::Fitting model to feature number 382, F399
2023-10-15 22:29:52.378787 INFO::Fitting model to feature number 383, F400
2023-10-15 22:29:52.382413 INFO::Fitting model to feature number 384, F401
2023-10-15 22:29:52.38609 INFO::Fitting model to feature number 385, F402
2023-10-15 22:29:52.389713 INFO::Fitting model to feature number 386, F403
2023-10-15 22:29:52.393355 INFO::Fitting model to feature number 387, F404
2023-10-15 22:29:52.397058 INFO::Fitting model to feature number 388, F406
2023-10-15 22:29:52.400705 INFO::Fitting model to feature number 389, F407
2023-10-15 22:29:52.404314 INFO::Fitting model to feature number 390, F408
2023-10-15 22:29:52.408002 INFO::Fitting model to feature number 391, F409
2023-10-15 22:29:52.411863 INFO::Fitting model to feature number 392, F410
2023-10-15 22:29:52.415742 INFO::Fitting model to feature number 393, F411
2023-10-15 22:29:52.419616 INFO::Fitting model to feature number 394, F412
2023-10-15 22:29:52.423441 INFO::Fitting model to feature number 395, F413
2023-10-15 22:29:52.427186 INFO::Fitting model to feature number 396, F414
2023-10-15 22:29:52.430908 INFO::Fitting model to feature number 397, F415
2023-10-15 22:29:52.434646 INFO::Fitting model to feature number 398, F416
2023-10-15 22:29:52.438458 INFO::Fitting model to feature number 399, F417
2023-10-15 22:29:52.442215 INFO::Fitting model to feature number 400, F418
2023-10-15 22:29:52.445988 INFO::Fitting model to feature number 401, F419
2023-10-15 22:29:52.449682 INFO::Fitting model to feature number 402, F420
2023-10-15 22:29:52.453341 INFO::Fitting model to feature number 403, F421
2023-10-15 22:29:52.45701 INFO::Fitting model to feature number 404, F422
2023-10-15 22:29:52.460662 INFO::Fitting model to feature number 405, F423
2023-10-15 22:29:52.464329 INFO::Fitting model to feature number 406, F425
2023-10-15 22:29:52.467965 INFO::Fitting model to feature number 407, F426
2023-10-15 22:29:52.471621 INFO::Fitting model to feature number 408, F428
2023-10-15 22:29:52.47519 INFO::Fitting model to feature number 409, F429
2023-10-15 22:29:52.478815 INFO::Fitting model to feature number 410, F430
2023-10-15 22:29:52.482437 INFO::Fitting model to feature number 411, F431
2023-10-15 22:29:52.500252 INFO::Fitting model to feature number 412, F432
2023-10-15 22:29:52.504267 INFO::Fitting model to feature number 413, F433
2023-10-15 22:29:52.508095 INFO::Fitting model to feature number 414, F434
2023-10-15 22:29:52.511869 INFO::Fitting model to feature number 415, F435
2023-10-15 22:29:52.515617 INFO::Fitting model to feature number 416, F436
2023-10-15 22:29:52.519346 INFO::Fitting model to feature number 417, F437
2023-10-15 22:29:52.52304 INFO::Fitting model to feature number 418, F438
2023-10-15 22:29:52.52671 INFO::Fitting model to feature number 419, F439
2023-10-15 22:29:52.530328 INFO::Fitting model to feature number 420, F440
2023-10-15 22:29:52.533991 INFO::Fitting model to feature number 421, F441
2023-10-15 22:29:52.537629 INFO::Fitting model to feature number 422, F442
2023-10-15 22:29:52.541281 INFO::Fitting model to feature number 423, F443
2023-10-15 22:29:52.544924 INFO::Fitting model to feature number 424, F444
2023-10-15 22:29:52.548659 INFO::Fitting model to feature number 425, F445
2023-10-15 22:29:52.55248 INFO::Fitting model to feature number 426, F446
2023-10-15 22:29:52.556317 INFO::Fitting model to feature number 427, F447
2023-10-15 22:29:52.560026 INFO::Fitting model to feature number 428, F448
2023-10-15 22:29:52.563741 INFO::Fitting model to feature number 429, F449
2023-10-15 22:29:52.567327 INFO::Fitting model to feature number 430, F450
2023-10-15 22:29:52.570961 INFO::Fitting model to feature number 431, F451
2023-10-15 22:29:52.574582 INFO::Fitting model to feature number 432, F452
2023-10-15 22:29:52.578219 INFO::Fitting model to feature number 433, F454
2023-10-15 22:29:52.581792 INFO::Fitting model to feature number 434, F455
2023-10-15 22:29:52.585339 INFO::Fitting model to feature number 435, F456
2023-10-15 22:29:52.588871 INFO::Fitting model to feature number 436, F457
2023-10-15 22:29:52.592406 INFO::Fitting model to feature number 437, F458
2023-10-15 22:29:52.595946 INFO::Fitting model to feature number 438, F459
2023-10-15 22:29:52.599556 INFO::Fitting model to feature number 439, F461
2023-10-15 22:29:52.603138 INFO::Fitting model to feature number 440, F462
2023-10-15 22:29:52.606748 INFO::Fitting model to feature number 441, F463
2023-10-15 22:29:52.61034 INFO::Fitting model to feature number 442, F464
2023-10-15 22:29:52.614002 INFO::Fitting model to feature number 443, F465
2023-10-15 22:29:52.617566 INFO::Fitting model to feature number 444, F466
2023-10-15 22:29:52.621058 INFO::Fitting model to feature number 445, F467
2023-10-15 22:29:52.624633 INFO::Fitting model to feature number 446, F468
2023-10-15 22:29:52.62818 INFO::Fitting model to feature number 447, F469
2023-10-15 22:29:52.631723 INFO::Fitting model to feature number 448, F470
2023-10-15 22:29:52.635278 INFO::Fitting model to feature number 449, F471
2023-10-15 22:29:52.638844 INFO::Fitting model to feature number 450, F474
2023-10-15 22:29:52.642408 INFO::Fitting model to feature number 451, F475
2023-10-15 22:29:52.646062 INFO::Fitting model to feature number 452, F476
2023-10-15 22:29:52.649673 INFO::Fitting model to feature number 453, F477
2023-10-15 22:29:52.653326 INFO::Fitting model to feature number 454, F478
2023-10-15 22:29:52.656952 INFO::Fitting model to feature number 455, F479
2023-10-15 22:29:52.660583 INFO::Fitting model to feature number 456, F480
2023-10-15 22:29:52.664183 INFO::Fitting model to feature number 457, F481
2023-10-15 22:29:52.667812 INFO::Fitting model to feature number 458, F482
2023-10-15 22:29:52.671472 INFO::Fitting model to feature number 459, F483
2023-10-15 22:29:52.675205 INFO::Fitting model to feature number 460, F484
2023-10-15 22:29:52.678809 INFO::Fitting model to feature number 461, F485
2023-10-15 22:29:52.682317 INFO::Fitting model to feature number 462, F486
2023-10-15 22:29:52.685917 INFO::Fitting model to feature number 463, F487
2023-10-15 22:29:52.689526 INFO::Fitting model to feature number 464, F488
2023-10-15 22:29:52.693124 INFO::Fitting model to feature number 465, F489
2023-10-15 22:29:52.696726 INFO::Fitting model to feature number 466, F490
2023-10-15 22:29:52.700315 INFO::Fitting model to feature number 467, F491
2023-10-15 22:29:52.703834 INFO::Fitting model to feature number 468, F492
2023-10-15 22:29:52.707434 INFO::Fitting model to feature number 469, F493
2023-10-15 22:29:52.710968 INFO::Fitting model to feature number 470, F494
2023-10-15 22:29:52.714422 INFO::Fitting model to feature number 471, F495
2023-10-15 22:29:52.717949 INFO::Fitting model to feature number 472, F496
2023-10-15 22:29:52.721473 INFO::Fitting model to feature number 473, F497
2023-10-15 22:29:52.725017 INFO::Fitting model to feature number 474, F498
2023-10-15 22:29:52.728545 INFO::Fitting model to feature number 475, F499
2023-10-15 22:29:52.732013 INFO::Fitting model to feature number 476, F500
2023-10-15 22:29:52.735569 INFO::Fitting model to feature number 477, F501
2023-10-15 22:29:52.739135 INFO::Fitting model to feature number 478, F502
2023-10-15 22:29:52.742715 INFO::Fitting model to feature number 479, F503
2023-10-15 22:29:52.746306 INFO::Fitting model to feature number 480, F504
2023-10-15 22:29:52.749957 INFO::Fitting model to feature number 481, F505
2023-10-15 22:29:52.753627 INFO::Fitting model to feature number 482, F506
2023-10-15 22:29:52.757305 INFO::Fitting model to feature number 483, F507
2023-10-15 22:29:52.760905 INFO::Fitting model to feature number 484, F508
2023-10-15 22:29:52.764506 INFO::Fitting model to feature number 485, F509
2023-10-15 22:29:52.768086 INFO::Fitting model to feature number 486, F510
2023-10-15 22:29:52.771683 INFO::Fitting model to feature number 487, F511
2023-10-15 22:29:52.775349 INFO::Fitting model to feature number 488, F512
2023-10-15 22:29:52.779042 INFO::Fitting model to feature number 489, F513
2023-10-15 22:29:52.782691 INFO::Fitting model to feature number 490, F514
2023-10-15 22:29:52.786251 INFO::Fitting model to feature number 491, F515
2023-10-15 22:29:52.789832 INFO::Fitting model to feature number 492, F516
2023-10-15 22:29:52.79345 INFO::Fitting model to feature number 493, F517
2023-10-15 22:29:52.797022 INFO::Fitting model to feature number 494, F518
2023-10-15 22:29:52.800626 INFO::Fitting model to feature number 495, F519
2023-10-15 22:29:52.804163 INFO::Fitting model to feature number 496, F520
2023-10-15 22:29:52.807689 INFO::Fitting model to feature number 497, F521
2023-10-15 22:29:52.8112 INFO::Fitting model to feature number 498, F522
2023-10-15 22:29:52.81475 INFO::Fitting model to feature number 499, F523
2023-10-15 22:29:52.818341 INFO::Fitting model to feature number 500, F524
2023-10-15 22:29:52.82197 INFO::Fitting model to feature number 501, F525
2023-10-15 22:29:52.825521 INFO::Fitting model to feature number 502, F526
2023-10-15 22:29:52.829062 INFO::Fitting model to feature number 503, F527
2023-10-15 22:29:52.832668 INFO::Fitting model to feature number 504, F528
2023-10-15 22:29:52.836249 INFO::Fitting model to feature number 505, F529
2023-10-15 22:29:52.839823 INFO::Fitting model to feature number 506, F530
2023-10-15 22:29:52.843429 INFO::Fitting model to feature number 507, F531
2023-10-15 22:29:52.847009 INFO::Fitting model to feature number 508, F532
2023-10-15 22:29:52.850572 INFO::Fitting model to feature number 509, F533
2023-10-15 22:29:52.854149 INFO::Fitting model to feature number 510, F534
2023-10-15 22:29:52.857782 INFO::Fitting model to feature number 511, F535
2023-10-15 22:29:52.861419 INFO::Fitting model to feature number 512, F536
2023-10-15 22:29:52.865 INFO::Fitting model to feature number 513, F537
2023-10-15 22:29:52.868601 INFO::Fitting model to feature number 514, F539
2023-10-15 22:29:52.872212 INFO::Fitting model to feature number 515, F540
2023-10-15 22:29:52.875816 INFO::Fitting model to feature number 516, F541
2023-10-15 22:29:52.879435 INFO::Fitting model to feature number 517, F543
2023-10-15 22:29:52.883075 INFO::Fitting model to feature number 518, F544
2023-10-15 22:29:52.886744 INFO::Fitting model to feature number 519, F545
2023-10-15 22:29:52.890356 INFO::Fitting model to feature number 520, F546
2023-10-15 22:29:52.894088 INFO::Fitting model to feature number 521, F547
2023-10-15 22:29:52.897807 INFO::Fitting model to feature number 522, F548
2023-10-15 22:29:52.901481 INFO::Fitting model to feature number 523, F549
2023-10-15 22:29:52.905167 INFO::Fitting model to feature number 524, F550
2023-10-15 22:29:52.908828 INFO::Fitting model to feature number 525, F551
2023-10-15 22:29:52.91244 INFO::Fitting model to feature number 526, F552
2023-10-15 22:29:52.916044 INFO::Fitting model to feature number 527, F553
2023-10-15 22:29:52.919722 INFO::Fitting model to feature number 528, F554
2023-10-15 22:29:52.923422 INFO::Fitting model to feature number 529, F555
2023-10-15 22:29:52.927058 INFO::Fitting model to feature number 530, F556
2023-10-15 22:29:52.930689 INFO::Fitting model to feature number 531, F557
2023-10-15 22:29:52.934286 INFO::Fitting model to feature number 532, F558
2023-10-15 22:29:52.937838 INFO::Fitting model to feature number 533, F559
2023-10-15 22:29:52.941403 INFO::Fitting model to feature number 534, F560
2023-10-15 22:29:52.945038 INFO::Fitting model to feature number 535, F561
2023-10-15 22:29:52.948637 INFO::Fitting model to feature number 536, F562
2023-10-15 22:29:52.95221 INFO::Fitting model to feature number 537, F563
2023-10-15 22:29:52.955902 INFO::Fitting model to feature number 538, F564
2023-10-15 22:29:52.959511 INFO::Fitting model to feature number 539, F566
2023-10-15 22:29:52.963124 INFO::Fitting model to feature number 540, F567
2023-10-15 22:29:52.966847 INFO::Fitting model to feature number 541, F568
2023-10-15 22:29:52.970445 INFO::Fitting model to feature number 542, F569
2023-10-15 22:29:52.974211 INFO::Fitting model to feature number 543, F570
2023-10-15 22:29:52.977971 INFO::Fitting model to feature number 544, F571
2023-10-15 22:29:52.981737 INFO::Fitting model to feature number 545, F572
2023-10-15 22:29:52.985473 INFO::Fitting model to feature number 546, F573
2023-10-15 22:29:52.989341 INFO::Fitting model to feature number 547, F574
2023-10-15 22:29:52.993238 INFO::Fitting model to feature number 548, F575
2023-10-15 22:29:52.997187 INFO::Fitting model to feature number 549, F576
2023-10-15 22:29:53.000955 INFO::Fitting model to feature number 550, F577
2023-10-15 22:29:53.004771 INFO::Fitting model to feature number 551, F578
2023-10-15 22:29:53.008568 INFO::Fitting model to feature number 552, F579
2023-10-15 22:29:53.012347 INFO::Fitting model to feature number 553, F580
2023-10-15 22:29:53.016102 INFO::Fitting model to feature number 554, F581
2023-10-15 22:29:53.019806 INFO::Fitting model to feature number 555, F582
2023-10-15 22:29:53.023415 INFO::Fitting model to feature number 556, F583
2023-10-15 22:29:53.027117 INFO::Fitting model to feature number 557, F584
2023-10-15 22:29:53.030772 INFO::Fitting model to feature number 558, F585
2023-10-15 22:29:53.03442 INFO::Fitting model to feature number 559, F586
2023-10-15 22:29:53.038061 INFO::Fitting model to feature number 560, F587
2023-10-15 22:29:53.041712 INFO::Fitting model to feature number 561, F588
2023-10-15 22:29:53.045361 INFO::Fitting model to feature number 562, F589
2023-10-15 22:29:53.049 INFO::Fitting model to feature number 563, F590
2023-10-15 22:29:53.052612 INFO::Fitting model to feature number 564, F591
2023-10-15 22:29:53.056269 INFO::Fitting model to feature number 565, F592
2023-10-15 22:29:53.059902 INFO::Fitting model to feature number 566, F593
2023-10-15 22:29:53.063514 INFO::Fitting model to feature number 567, F594
2023-10-15 22:29:53.067123 INFO::Fitting model to feature number 568, F595
2023-10-15 22:29:53.070833 INFO::Fitting model to feature number 569, F596
2023-10-15 22:29:53.074605 INFO::Fitting model to feature number 570, F597
2023-10-15 22:29:53.078298 INFO::Fitting model to feature number 571, F598
2023-10-15 22:29:53.081954 INFO::Fitting model to feature number 572, F599
2023-10-15 22:29:53.085629 INFO::Fitting model to feature number 573, F600
2023-10-15 22:29:53.089342 INFO::Fitting model to feature number 574, F601
2023-10-15 22:29:53.093083 INFO::Fitting model to feature number 575, F602
2023-10-15 22:29:53.096847 INFO::Fitting model to feature number 576, F603
2023-10-15 22:29:53.100612 INFO::Fitting model to feature number 577, F605
2023-10-15 22:29:53.104336 INFO::Fitting model to feature number 578, F606
2023-10-15 22:29:53.108048 INFO::Fitting model to feature number 579, F607
2023-10-15 22:29:53.111782 INFO::Fitting model to feature number 580, F608
2023-10-15 22:29:53.115514 INFO::Fitting model to feature number 581, F609
2023-10-15 22:29:53.11923 INFO::Fitting model to feature number 582, F610
2023-10-15 22:29:53.122917 INFO::Fitting model to feature number 583, F611
2023-10-15 22:29:53.126593 INFO::Fitting model to feature number 584, F612
2023-10-15 22:29:53.130291 INFO::Fitting model to feature number 585, F613
2023-10-15 22:29:53.133992 INFO::Fitting model to feature number 586, F614
2023-10-15 22:29:53.13767 INFO::Fitting model to feature number 587, F615
2023-10-15 22:29:53.141406 INFO::Fitting model to feature number 588, F616
2023-10-15 22:29:53.161187 INFO::Fitting model to feature number 589, F617
2023-10-15 22:29:53.16544 INFO::Fitting model to feature number 590, F618
2023-10-15 22:29:53.169443 INFO::Fitting model to feature number 591, F619
2023-10-15 22:29:53.173422 INFO::Fitting model to feature number 592, F620
2023-10-15 22:29:53.177365 INFO::Fitting model to feature number 593, F621
2023-10-15 22:29:53.181341 INFO::Fitting model to feature number 594, F622
2023-10-15 22:29:53.185229 INFO::Fitting model to feature number 595, F623
2023-10-15 22:29:53.189155 INFO::Fitting model to feature number 596, F624
2023-10-15 22:29:53.192956 INFO::Fitting model to feature number 597, F625
2023-10-15 22:29:53.196819 INFO::Fitting model to feature number 598, F626
2023-10-15 22:29:53.20057 INFO::Fitting model to feature number 599, F627
2023-10-15 22:29:53.204399 INFO::Fitting model to feature number 600, F628
2023-10-15 22:29:53.208177 INFO::Fitting model to feature number 601, F629
2023-10-15 22:29:53.211921 INFO::Fitting model to feature number 602, F630
2023-10-15 22:29:53.215722 INFO::Fitting model to feature number 603, F631
2023-10-15 22:29:53.219462 INFO::Fitting model to feature number 604, F632
2023-10-15 22:29:53.223168 INFO::Fitting model to feature number 605, F633
2023-10-15 22:29:53.226876 INFO::Fitting model to feature number 606, F634
2023-10-15 22:29:53.230617 INFO::Fitting model to feature number 607, F635
2023-10-15 22:29:53.234356 INFO::Fitting model to feature number 608, F636
2023-10-15 22:29:53.238163 INFO::Fitting model to feature number 609, F637
2023-10-15 22:29:53.242 INFO::Fitting model to feature number 610, F638
2023-10-15 22:29:53.245818 INFO::Fitting model to feature number 611, F639
2023-10-15 22:29:53.249635 INFO::Fitting model to feature number 612, F640
2023-10-15 22:29:53.253445 INFO::Fitting model to feature number 613, F641
2023-10-15 22:29:53.257291 INFO::Fitting model to feature number 614, F642
2023-10-15 22:29:53.26101 INFO::Fitting model to feature number 615, F643
2023-10-15 22:29:53.264687 INFO::Fitting model to feature number 616, F644
2023-10-15 22:29:53.26834 INFO::Fitting model to feature number 617, F645
2023-10-15 22:29:53.271931 INFO::Fitting model to feature number 618, F646
2023-10-15 22:29:53.275508 INFO::Fitting model to feature number 619, F647
2023-10-15 22:29:53.279092 INFO::Fitting model to feature number 620, F648
2023-10-15 22:29:53.282635 INFO::Fitting model to feature number 621, F649
2023-10-15 22:29:53.286178 INFO::Fitting model to feature number 622, F650
2023-10-15 22:29:53.289868 INFO::Fitting model to feature number 623, F651
2023-10-15 22:29:53.29351 INFO::Fitting model to feature number 624, F652
2023-10-15 22:29:53.297231 INFO::Fitting model to feature number 625, F653
2023-10-15 22:29:53.300911 INFO::Fitting model to feature number 626, F654
2023-10-15 22:29:53.304582 INFO::Fitting model to feature number 627, F655
2023-10-15 22:29:53.30831 INFO::Fitting model to feature number 628, F656
2023-10-15 22:29:53.311931 INFO::Fitting model to feature number 629, F657
2023-10-15 22:29:53.31558 INFO::Fitting model to feature number 630, F658
2023-10-15 22:29:53.319279 INFO::Fitting model to feature number 631, F659
2023-10-15 22:29:53.32291 INFO::Fitting model to feature number 632, F660
2023-10-15 22:29:53.326517 INFO::Fitting model to feature number 633, F661
2023-10-15 22:29:53.33009 INFO::Fitting model to feature number 634, F662
2023-10-15 22:29:53.333735 INFO::Fitting model to feature number 635, F663
2023-10-15 22:29:53.337325 INFO::Fitting model to feature number 636, F664
2023-10-15 22:29:53.341035 INFO::Fitting model to feature number 637, F665
2023-10-15 22:29:53.344721 INFO::Fitting model to feature number 638, F666
2023-10-15 22:29:53.348359 INFO::Fitting model to feature number 639, F667
2023-10-15 22:29:53.351948 INFO::Fitting model to feature number 640, F668
2023-10-15 22:29:53.355633 INFO::Fitting model to feature number 641, F669
2023-10-15 22:29:53.359275 INFO::Fitting model to feature number 642, F670
2023-10-15 22:29:53.362896 INFO::Fitting model to feature number 643, F671
2023-10-15 22:29:53.366776 INFO::Fitting model to feature number 644, F672
2023-10-15 22:29:53.370863 INFO::Fitting model to feature number 645, F673
2023-10-15 22:29:53.374883 INFO::Fitting model to feature number 646, F674
2023-10-15 22:29:53.378782 INFO::Fitting model to feature number 647, F675
2023-10-15 22:29:53.382684 INFO::Fitting model to feature number 648, F676
2023-10-15 22:29:53.386497 INFO::Fitting model to feature number 649, F677
2023-10-15 22:29:53.390337 INFO::Fitting model to feature number 650, F678
2023-10-15 22:29:53.394248 INFO::Fitting model to feature number 651, F679
2023-10-15 22:29:53.398142 INFO::Fitting model to feature number 652, F680
2023-10-15 22:29:53.40194 INFO::Fitting model to feature number 653, F681
2023-10-15 22:29:53.405685 INFO::Fitting model to feature number 654, F682
2023-10-15 22:29:53.409369 INFO::Fitting model to feature number 655, F683
2023-10-15 22:29:53.413055 INFO::Fitting model to feature number 656, F684
2023-10-15 22:29:53.416769 INFO::Fitting model to feature number 657, F685
2023-10-15 22:29:53.420447 INFO::Fitting model to feature number 658, F686
2023-10-15 22:29:53.424116 INFO::Fitting model to feature number 659, F687
2023-10-15 22:29:53.427724 INFO::Fitting model to feature number 660, F688
2023-10-15 22:29:53.431327 INFO::Fitting model to feature number 661, F689
2023-10-15 22:29:53.434921 INFO::Fitting model to feature number 662, F690
2023-10-15 22:29:53.438518 INFO::Fitting model to feature number 663, F691
2023-10-15 22:29:53.442108 INFO::Fitting model to feature number 664, F692
2023-10-15 22:29:53.445706 INFO::Fitting model to feature number 665, F693
2023-10-15 22:29:53.449225 INFO::Fitting model to feature number 666, F694
2023-10-15 22:29:53.452744 INFO::Fitting model to feature number 667, F695
2023-10-15 22:29:53.456238 INFO::Fitting model to feature number 668, F696
2023-10-15 22:29:53.459715 INFO::Fitting model to feature number 669, F697
2023-10-15 22:29:53.463222 INFO::Fitting model to feature number 670, F698
2023-10-15 22:29:53.466805 INFO::Fitting model to feature number 671, F699
2023-10-15 22:29:53.4704 INFO::Fitting model to feature number 672, F700
2023-10-15 22:29:53.473961 INFO::Fitting model to feature number 673, F701
2023-10-15 22:29:53.477495 INFO::Fitting model to feature number 674, F702
2023-10-15 22:29:53.481003 INFO::Fitting model to feature number 675, F704
2023-10-15 22:29:53.484542 INFO::Fitting model to feature number 676, F705
2023-10-15 22:29:53.488127 INFO::Fitting model to feature number 677, F706
2023-10-15 22:29:53.491745 INFO::Fitting model to feature number 678, F707
2023-10-15 22:29:53.495312 INFO::Fitting model to feature number 679, F708
2023-10-15 22:29:53.498844 INFO::Fitting model to feature number 680, F709
2023-10-15 22:29:53.502366 INFO::Fitting model to feature number 681, F710
2023-10-15 22:29:53.506015 INFO::Fitting model to feature number 682, F711
2023-10-15 22:29:53.509565 INFO::Fitting model to feature number 683, F712
2023-10-15 22:29:53.513165 INFO::Fitting model to feature number 684, F713
2023-10-15 22:29:53.516755 INFO::Fitting model to feature number 685, F714
2023-10-15 22:29:53.520312 INFO::Fitting model to feature number 686, F715
2023-10-15 22:29:53.524001 INFO::Fitting model to feature number 687, F716
2023-10-15 22:29:53.527667 INFO::Fitting model to feature number 688, F717
2023-10-15 22:29:53.531205 INFO::Fitting model to feature number 689, F718
2023-10-15 22:29:53.534811 INFO::Fitting model to feature number 690, F719
2023-10-15 22:29:53.538353 INFO::Fitting model to feature number 691, F720
2023-10-15 22:29:53.541921 INFO::Fitting model to feature number 692, F721
2023-10-15 22:29:53.545493 INFO::Fitting model to feature number 693, F722
2023-10-15 22:29:53.549045 INFO::Fitting model to feature number 694, F723
2023-10-15 22:29:53.552565 INFO::Fitting model to feature number 695, F724
2023-10-15 22:29:53.556043 INFO::Fitting model to feature number 696, F725
2023-10-15 22:29:53.559616 INFO::Fitting model to feature number 697, F726
2023-10-15 22:29:53.563187 INFO::Fitting model to feature number 698, F727
2023-10-15 22:29:53.5668 INFO::Fitting model to feature number 699, F728
2023-10-15 22:29:53.570337 INFO::Fitting model to feature number 700, F729
2023-10-15 22:29:53.573908 INFO::Fitting model to feature number 701, F730
2023-10-15 22:29:53.577396 INFO::Fitting model to feature number 702, F731
2023-10-15 22:29:53.580899 INFO::Fitting model to feature number 703, F732
2023-10-15 22:29:53.584408 INFO::Fitting model to feature number 704, F733
2023-10-15 22:29:53.587962 INFO::Fitting model to feature number 705, F734
2023-10-15 22:29:53.591525 INFO::Fitting model to feature number 706, F735
2023-10-15 22:29:53.595183 INFO::Fitting model to feature number 707, F736
2023-10-15 22:29:53.598754 INFO::Fitting model to feature number 708, F737
2023-10-15 22:29:53.602277 INFO::Fitting model to feature number 709, F739
2023-10-15 22:29:53.605858 INFO::Fitting model to feature number 710, F740
2023-10-15 22:29:53.609388 INFO::Fitting model to feature number 711, F741
2023-10-15 22:29:53.612967 INFO::Fitting model to feature number 712, F742
2023-10-15 22:29:53.616553 INFO::Fitting model to feature number 713, F743
2023-10-15 22:29:53.620061 INFO::Fitting model to feature number 714, F744
2023-10-15 22:29:53.623651 INFO::Fitting model to feature number 715, F745
2023-10-15 22:29:53.627232 INFO::Fitting model to feature number 716, F746
2023-10-15 22:29:53.630813 INFO::Fitting model to feature number 717, F747
2023-10-15 22:29:53.6344 INFO::Fitting model to feature number 718, F748
2023-10-15 22:29:53.637973 INFO::Fitting model to feature number 719, F749
2023-10-15 22:29:53.641602 INFO::Fitting model to feature number 720, F750
2023-10-15 22:29:53.645211 INFO::Fitting model to feature number 721, F751
2023-10-15 22:29:53.648829 INFO::Fitting model to feature number 722, F752
2023-10-15 22:29:53.652468 INFO::Fitting model to feature number 723, F753
2023-10-15 22:29:53.656107 INFO::Fitting model to feature number 724, F754
2023-10-15 22:29:53.659729 INFO::Fitting model to feature number 725, F755
2023-10-15 22:29:53.663348 INFO::Fitting model to feature number 726, F756
2023-10-15 22:29:53.666986 INFO::Fitting model to feature number 727, F757
2023-10-15 22:29:53.670609 INFO::Fitting model to feature number 728, F758
2023-10-15 22:29:53.674289 INFO::Fitting model to feature number 729, F759
2023-10-15 22:29:53.677971 INFO::Fitting model to feature number 730, F760
2023-10-15 22:29:53.681708 INFO::Fitting model to feature number 731, F761
2023-10-15 22:29:53.685341 INFO::Fitting model to feature number 732, F762
2023-10-15 22:29:53.68897 INFO::Fitting model to feature number 733, F763
2023-10-15 22:29:53.692641 INFO::Fitting model to feature number 734, F764
2023-10-15 22:29:53.696282 INFO::Fitting model to feature number 735, F765
2023-10-15 22:29:53.699929 INFO::Fitting model to feature number 736, F766
2023-10-15 22:29:53.703558 INFO::Fitting model to feature number 737, F767
2023-10-15 22:29:53.707182 INFO::Fitting model to feature number 738, F768
2023-10-15 22:29:53.710808 INFO::Fitting model to feature number 739, F769
2023-10-15 22:29:53.714461 INFO::Fitting model to feature number 740, F770
2023-10-15 22:29:53.718278 INFO::Fitting model to feature number 741, F771
2023-10-15 22:29:53.721983 INFO::Fitting model to feature number 742, F772
2023-10-15 22:29:53.725604 INFO::Fitting model to feature number 743, F773
2023-10-15 22:29:53.729244 INFO::Fitting model to feature number 744, F774
2023-10-15 22:29:53.732933 INFO::Fitting model to feature number 745, F775
2023-10-15 22:29:53.736597 INFO::Fitting model to feature number 746, F776
2023-10-15 22:29:53.740258 INFO::Fitting model to feature number 747, F777
2023-10-15 22:29:53.743892 INFO::Fitting model to feature number 748, F778
2023-10-15 22:29:53.747509 INFO::Fitting model to feature number 749, F779
2023-10-15 22:29:53.751125 INFO::Fitting model to feature number 750, F780
2023-10-15 22:29:53.754705 INFO::Fitting model to feature number 751, F781
2023-10-15 22:29:53.758294 INFO::Fitting model to feature number 752, F782
2023-10-15 22:29:53.761935 INFO::Fitting model to feature number 753, F783
2023-10-15 22:29:53.765592 INFO::Fitting model to feature number 754, F784
2023-10-15 22:29:53.769178 INFO::Fitting model to feature number 755, F785
2023-10-15 22:29:53.77277 INFO::Fitting model to feature number 756, F786
2023-10-15 22:29:53.776355 INFO::Fitting model to feature number 757, F787
2023-10-15 22:29:53.77994 INFO::Fitting model to feature number 758, F788
2023-10-15 22:29:53.783529 INFO::Fitting model to feature number 759, F789
2023-10-15 22:29:53.78716 INFO::Fitting model to feature number 760, F790
2023-10-15 22:29:53.790857 INFO::Fitting model to feature number 761, F791
2023-10-15 22:29:53.794624 INFO::Fitting model to feature number 762, F792
2023-10-15 22:29:53.79828 INFO::Fitting model to feature number 763, F793
2023-10-15 22:29:53.802135 INFO::Fitting model to feature number 764, F794
2023-10-15 22:29:53.80583 INFO::Fitting model to feature number 765, F795
2023-10-15 22:29:53.82392 INFO::Fitting model to feature number 766, F796
2023-10-15 22:29:53.828578 INFO::Fitting model to feature number 767, F797
2023-10-15 22:29:53.832566 INFO::Fitting model to feature number 768, F798
2023-10-15 22:29:53.836464 INFO::Fitting model to feature number 769, F799
2023-10-15 22:29:53.840293 INFO::Fitting model to feature number 770, F800
2023-10-15 22:29:53.844059 INFO::Fitting model to feature number 771, F801
2023-10-15 22:29:53.847794 INFO::Fitting model to feature number 772, F802
2023-10-15 22:29:53.851428 INFO::Fitting model to feature number 773, F803
2023-10-15 22:29:53.855136 INFO::Fitting model to feature number 774, F804
2023-10-15 22:29:53.858813 INFO::Fitting model to feature number 775, F805
2023-10-15 22:29:53.862425 INFO::Fitting model to feature number 776, F806
2023-10-15 22:29:53.866043 INFO::Fitting model to feature number 777, F808
2023-10-15 22:29:53.869619 INFO::Fitting model to feature number 778, F809
2023-10-15 22:29:53.87317 INFO::Fitting model to feature number 779, F810
2023-10-15 22:29:53.876736 INFO::Fitting model to feature number 780, F811
2023-10-15 22:29:53.880369 INFO::Fitting model to feature number 781, F812
2023-10-15 22:29:53.883966 INFO::Fitting model to feature number 782, F813
2023-10-15 22:29:53.88753 INFO::Fitting model to feature number 783, F814
2023-10-15 22:29:53.891113 INFO::Fitting model to feature number 784, F815
2023-10-15 22:29:53.894691 INFO::Fitting model to feature number 785, F816
2023-10-15 22:29:53.898265 INFO::Fitting model to feature number 786, F817
2023-10-15 22:29:53.90185 INFO::Fitting model to feature number 787, F818
2023-10-15 22:29:53.905488 INFO::Fitting model to feature number 788, F819
2023-10-15 22:29:53.90917 INFO::Fitting model to feature number 789, F820
2023-10-15 22:29:53.912815 INFO::Fitting model to feature number 790, F821
2023-10-15 22:29:53.916465 INFO::Fitting model to feature number 791, F822
2023-10-15 22:29:53.920105 INFO::Fitting model to feature number 792, F823
2023-10-15 22:29:53.923752 INFO::Fitting model to feature number 793, F824
2023-10-15 22:29:53.927396 INFO::Fitting model to feature number 794, F825
2023-10-15 22:29:53.931024 INFO::Fitting model to feature number 795, F826
2023-10-15 22:29:53.934677 INFO::Fitting model to feature number 796, F827
2023-10-15 22:29:53.938427 INFO::Fitting model to feature number 797, F828
2023-10-15 22:29:53.942109 INFO::Fitting model to feature number 798, F829
2023-10-15 22:29:53.94577 INFO::Fitting model to feature number 799, F830
2023-10-15 22:29:53.949437 INFO::Fitting model to feature number 800, F831
2023-10-15 22:29:53.953166 INFO::Fitting model to feature number 801, F832
2023-10-15 22:29:53.956925 INFO::Fitting model to feature number 802, F833
2023-10-15 22:29:53.960615 INFO::Fitting model to feature number 803, F834
2023-10-15 22:29:53.96431 INFO::Fitting model to feature number 804, F835
2023-10-15 22:29:53.967987 INFO::Fitting model to feature number 805, F836
2023-10-15 22:29:53.971671 INFO::Fitting model to feature number 806, F837
2023-10-15 22:29:53.97538 INFO::Fitting model to feature number 807, F838
2023-10-15 22:29:53.979141 INFO::Fitting model to feature number 808, F839
2023-10-15 22:29:53.98278 INFO::Fitting model to feature number 809, F840
2023-10-15 22:29:53.986394 INFO::Fitting model to feature number 810, F841
2023-10-15 22:29:53.990024 INFO::Fitting model to feature number 811, F842
2023-10-15 22:29:53.993632 INFO::Fitting model to feature number 812, F843
2023-10-15 22:29:53.997263 INFO::Fitting model to feature number 813, F844
2023-10-15 22:29:54.000901 INFO::Fitting model to feature number 814, F845
2023-10-15 22:29:54.00459 INFO::Fitting model to feature number 815, F846
2023-10-15 22:29:54.008309 INFO::Fitting model to feature number 816, F847
2023-10-15 22:29:54.011967 INFO::Fitting model to feature number 817, F848
2023-10-15 22:29:54.015574 INFO::Fitting model to feature number 818, F849
2023-10-15 22:29:54.019154 INFO::Fitting model to feature number 819, F850
2023-10-15 22:29:54.02296 INFO::Fitting model to feature number 820, F851
2023-10-15 22:29:54.026809 INFO::Fitting model to feature number 821, F852
2023-10-15 22:29:54.030732 INFO::Fitting model to feature number 822, F853
2023-10-15 22:29:54.034671 INFO::Fitting model to feature number 823, F854
2023-10-15 22:29:54.038508 INFO::Fitting model to feature number 824, F855
2023-10-15 22:29:54.042312 INFO::Fitting model to feature number 825, F856
2023-10-15 22:29:54.046157 INFO::Fitting model to feature number 826, F857
2023-10-15 22:29:54.05004 INFO::Fitting model to feature number 827, F858
2023-10-15 22:29:54.053878 INFO::Fitting model to feature number 828, F859
2023-10-15 22:29:54.057717 INFO::Fitting model to feature number 829, F860
2023-10-15 22:29:54.061586 INFO::Fitting model to feature number 830, F861
2023-10-15 22:29:54.06538 INFO::Fitting model to feature number 831, F862
2023-10-15 22:29:54.069185 INFO::Fitting model to feature number 832, F863
2023-10-15 22:29:54.073154 INFO::Fitting model to feature number 833, F864
2023-10-15 22:29:54.077115 INFO::Fitting model to feature number 834, F865
2023-10-15 22:29:54.081057 INFO::Fitting model to feature number 835, F866
2023-10-15 22:29:54.085118 INFO::Fitting model to feature number 836, F867
2023-10-15 22:29:54.089084 INFO::Fitting model to feature number 837, F868
2023-10-15 22:29:54.092747 INFO::Fitting model to feature number 838, F869
2023-10-15 22:29:54.096456 INFO::Fitting model to feature number 839, F870
2023-10-15 22:29:54.100171 INFO::Fitting model to feature number 840, F871
2023-10-15 22:29:54.103961 INFO::Fitting model to feature number 841, F872
2023-10-15 22:29:54.107816 INFO::Fitting model to feature number 842, F873
2023-10-15 22:29:54.111664 INFO::Fitting model to feature number 843, F874
2023-10-15 22:29:54.115478 INFO::Fitting model to feature number 844, F875
2023-10-15 22:29:54.119157 INFO::Fitting model to feature number 845, F876
2023-10-15 22:29:54.122805 INFO::Fitting model to feature number 846, F877
2023-10-15 22:29:54.126396 INFO::Fitting model to feature number 847, F878
2023-10-15 22:29:54.130001 INFO::Fitting model to feature number 848, F879
2023-10-15 22:29:54.13366 INFO::Fitting model to feature number 849, F880
2023-10-15 22:29:54.1373 INFO::Fitting model to feature number 850, F881
2023-10-15 22:29:54.140881 INFO::Fitting model to feature number 851, F882
2023-10-15 22:29:54.14445 INFO::Fitting model to feature number 852, F883
2023-10-15 22:29:54.148033 INFO::Fitting model to feature number 853, F884
2023-10-15 22:29:54.151636 INFO::Fitting model to feature number 854, F885
2023-10-15 22:29:54.155318 INFO::Fitting model to feature number 855, F886
2023-10-15 22:29:54.158985 INFO::Fitting model to feature number 856, F887
2023-10-15 22:29:54.162629 INFO::Fitting model to feature number 857, F888
2023-10-15 22:29:54.166235 INFO::Fitting model to feature number 858, F889
2023-10-15 22:29:54.169958 INFO::Fitting model to feature number 859, F890
2023-10-15 22:29:54.173626 INFO::Fitting model to feature number 860, F891
2023-10-15 22:29:54.177291 INFO::Fitting model to feature number 861, F892
2023-10-15 22:29:54.181025 INFO::Fitting model to feature number 862, F893
2023-10-15 22:29:54.184761 INFO::Fitting model to feature number 863, F894
2023-10-15 22:29:54.188525 INFO::Fitting model to feature number 864, F895
2023-10-15 22:29:54.192196 INFO::Fitting model to feature number 865, F896
2023-10-15 22:29:54.195898 INFO::Fitting model to feature number 866, F897
2023-10-15 22:29:54.199558 INFO::Fitting model to feature number 867, F898
2023-10-15 22:29:54.207852 INFO::Fitting model to feature number 868, F899
2023-10-15 22:29:54.212097 INFO::Fitting model to feature number 869, F900
2023-10-15 22:29:54.395 INFO::Counting total values for each feature
2023-10-15 22:29:54.539668 INFO::Writing filtered data to file Macarron_output/maaslin2_results/features/filtered_data.tsv
2023-10-15 22:29:54.68486 INFO::Writing filtered, normalized data to file Macarron_output/maaslin2_results/features/filtered_data_norm.tsv
2023-10-15 22:29:54.830082 INFO::Writing filtered, normalized, transformed data to file Macarron_output/maaslin2_results/features/filtered_data_norm_transformed.tsv
2023-10-15 22:29:54.975283 INFO::Writing residuals to file Macarron_output/maaslin2_results/fits/residuals.rds
2023-10-15 22:29:55.02445 INFO::Writing fitted values to file Macarron_output/maaslin2_results/fits/fitted.rds
2023-10-15 22:29:55.066083 INFO::Writing all results to file (ordered by increasing q-values): Macarron_output/maaslin2_results/all_results.tsv
2023-10-15 22:29:55.088165 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
2023-10-15 22:29:55.098439 INFO::Writing heatmap of significant results to file: Macarron_output/maaslin2_results/heatmap.pdf
2023-10-15 22:29:55.463596 INFO::Writing all prioritized metabolites to file: Macarron_output/prioritized_metabolites_all.csv
2023-10-15 22:29:55.475572 INFO::Writing characterizable prioritized metabolites to file: Macarron_output/prioritized_metabolites_characterizable.csv
2023-10-15 22:29:55.505393 INFO::Writing highly prioritized metabolites in IBD to file: Macarron_output/highly_prioritized_per_module_in_IBD.csv
..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro.
..done.
..cutHeight not given, setting it to 0.99 ===> 99% of the (truncated) height range in dendro.
..done.
[1] "Creating output folder"
[1] "Creating output feature tables folder"
[1] "Creating output fits folder"
[1] "Creating output figures folder"
2023-10-15 22:30:04.615823 INFO::Writing function arguments to log file
2023-10-15 22:30:04.621925 INFO::Verifying options selected are valid
2023-10-15 22:30:04.62297 INFO::Determining format of input files
2023-10-15 22:30:04.62401 INFO::Input format is data samples as columns and metadata samples as rows
2023-10-15 22:30:04.642759 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics
2023-10-15 22:30:04.644528 INFO::Filter data based on min abundance and min prevalence
2023-10-15 22:30:04.645524 INFO::Total samples in data: 102
2023-10-15 22:30:04.646445 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2023-10-15 22:30:04.660882 INFO::Total filtered features: 0
2023-10-15 22:30:04.662323 INFO::Filtered feature names from abundance and prevalence filtering:
2023-10-15 22:30:04.685732 INFO::Total filtered features with variance filtering: 0
2023-10-15 22:30:04.68709 INFO::Filtered feature names from variance filtering:
2023-10-15 22:30:04.688041 INFO::Running selected normalization method: NONE
2023-10-15 22:30:04.688915 INFO::Applying z-score to standardize continuous metadata
2023-10-15 22:30:04.697477 INFO::Running selected transform method: NONE
2023-10-15 22:30:04.698474 INFO::Running selected analysis method: LM
2023-10-15 22:30:04.699543 INFO::Fitting model to feature number 1, F1
2023-10-15 22:30:04.704044 INFO::Fitting model to feature number 2, F2
2023-10-15 22:30:04.708319 INFO::Fitting model to feature number 3, F3
2023-10-15 22:30:04.712544 INFO::Fitting model to feature number 4, F4
2023-10-15 22:30:04.716783 INFO::Fitting model to feature number 5, F5
2023-10-15 22:30:04.720994 INFO::Fitting model to feature number 6, F6
2023-10-15 22:30:04.725102 INFO::Fitting model to feature number 7, F7
2023-10-15 22:30:04.729208 INFO::Fitting model to feature number 8, F8
2023-10-15 22:30:04.733217 INFO::Fitting model to feature number 9, F9
2023-10-15 22:30:04.737202 INFO::Fitting model to feature number 10, F10
2023-10-15 22:30:04.756656 INFO::Fitting model to feature number 11, F11
2023-10-15 22:30:04.761106 INFO::Fitting model to feature number 12, F12
2023-10-15 22:30:04.765459 INFO::Fitting model to feature number 13, F13
2023-10-15 22:30:04.769637 INFO::Fitting model to feature number 14, F14
2023-10-15 22:30:04.773771 INFO::Fitting model to feature number 15, F15
2023-10-15 22:30:04.77786 INFO::Fitting model to feature number 16, F16
2023-10-15 22:30:04.781893 INFO::Fitting model to feature number 17, F17
2023-10-15 22:30:04.785842 INFO::Fitting model to feature number 18, F18
2023-10-15 22:30:04.789757 INFO::Fitting model to feature number 19, F19
2023-10-15 22:30:04.793616 INFO::Fitting model to feature number 20, F20
2023-10-15 22:30:04.797431 INFO::Fitting model to feature number 21, F21
2023-10-15 22:30:04.801298 INFO::Fitting model to feature number 22, F22
2023-10-15 22:30:04.80514 INFO::Fitting model to feature number 23, F23
2023-10-15 22:30:04.808992 INFO::Fitting model to feature number 24, F24
2023-10-15 22:30:04.812921 INFO::Fitting model to feature number 25, F25
2023-10-15 22:30:04.816725 INFO::Fitting model to feature number 26, F26
2023-10-15 22:30:04.820644 INFO::Fitting model to feature number 27, F27
2023-10-15 22:30:04.824431 INFO::Fitting model to feature number 28, F28
2023-10-15 22:30:04.828265 INFO::Fitting model to feature number 29, F29
2023-10-15 22:30:04.832049 INFO::Fitting model to feature number 30, F30
2023-10-15 22:30:04.835865 INFO::Fitting model to feature number 31, F31
2023-10-15 22:30:04.839644 INFO::Fitting model to feature number 32, F32
2023-10-15 22:30:04.843412 INFO::Fitting model to feature number 33, F33
2023-10-15 22:30:04.847245 INFO::Fitting model to feature number 34, F34
2023-10-15 22:30:04.851077 INFO::Fitting model to feature number 35, F35
2023-10-15 22:30:04.854886 INFO::Fitting model to feature number 36, F36
2023-10-15 22:30:04.858602 INFO::Fitting model to feature number 37, F37
2023-10-15 22:30:04.862357 INFO::Fitting model to feature number 38, F38
2023-10-15 22:30:04.866127 INFO::Fitting model to feature number 39, F39
2023-10-15 22:30:04.869948 INFO::Fitting model to feature number 40, F40
2023-10-15 22:30:04.873758 INFO::Fitting model to feature number 41, F41
2023-10-15 22:30:04.877577 INFO::Fitting model to feature number 42, F43
2023-10-15 22:30:04.881332 INFO::Fitting model to feature number 43, F44
2023-10-15 22:30:04.885086 INFO::Fitting model to feature number 44, F45
2023-10-15 22:30:04.888772 INFO::Fitting model to feature number 45, F46
2023-10-15 22:30:04.892458 INFO::Fitting model to feature number 46, F47
2023-10-15 22:30:04.896202 INFO::Fitting model to feature number 47, F48
2023-10-15 22:30:04.899977 INFO::Fitting model to feature number 48, F49
2023-10-15 22:30:04.903697 INFO::Fitting model to feature number 49, F50
2023-10-15 22:30:04.907422 INFO::Fitting model to feature number 50, F51
2023-10-15 22:30:04.911263 INFO::Fitting model to feature number 51, F52
2023-10-15 22:30:04.915047 INFO::Fitting model to feature number 52, F53
2023-10-15 22:30:04.918772 INFO::Fitting model to feature number 53, F54
2023-10-15 22:30:04.922522 INFO::Fitting model to feature number 54, F55
2023-10-15 22:30:04.926327 INFO::Fitting model to feature number 55, F56
2023-10-15 22:30:04.93007 INFO::Fitting model to feature number 56, F57
2023-10-15 22:30:04.93382 INFO::Fitting model to feature number 57, F58
2023-10-15 22:30:04.937495 INFO::Fitting model to feature number 58, F59
2023-10-15 22:30:04.941202 INFO::Fitting model to feature number 59, F60
2023-10-15 22:30:04.944893 INFO::Fitting model to feature number 60, F63
2023-10-15 22:30:04.948578 INFO::Fitting model to feature number 61, F64
2023-10-15 22:30:04.952255 INFO::Fitting model to feature number 62, F65
2023-10-15 22:30:04.956108 INFO::Fitting model to feature number 63, F66
2023-10-15 22:30:04.959975 INFO::Fitting model to feature number 64, F67
2023-10-15 22:30:04.963823 INFO::Fitting model to feature number 65, F68
2023-10-15 22:30:04.967671 INFO::Fitting model to feature number 66, F69
2023-10-15 22:30:04.971513 INFO::Fitting model to feature number 67, F70
2023-10-15 22:30:04.97538 INFO::Fitting model to feature number 68, F71
2023-10-15 22:30:04.979274 INFO::Fitting model to feature number 69, F72
2023-10-15 22:30:04.983055 INFO::Fitting model to feature number 70, F73
2023-10-15 22:30:04.986811 INFO::Fitting model to feature number 71, F74
2023-10-15 22:30:04.990653 INFO::Fitting model to feature number 72, F76
2023-10-15 22:30:04.994524 INFO::Fitting model to feature number 73, F77
2023-10-15 22:30:04.998336 INFO::Fitting model to feature number 74, F78
2023-10-15 22:30:05.002081 INFO::Fitting model to feature number 75, F79
2023-10-15 22:30:05.005904 INFO::Fitting model to feature number 76, F80
2023-10-15 22:30:05.009813 INFO::Fitting model to feature number 77, F81
2023-10-15 22:30:05.013689 INFO::Fitting model to feature number 78, F82
2023-10-15 22:30:05.01747 INFO::Fitting model to feature number 79, F83
2023-10-15 22:30:05.021246 INFO::Fitting model to feature number 80, F84
2023-10-15 22:30:05.025028 INFO::Fitting model to feature number 81, F85
2023-10-15 22:30:05.028777 INFO::Fitting model to feature number 82, F86
2023-10-15 22:30:05.032643 INFO::Fitting model to feature number 83, F87
2023-10-15 22:30:05.036419 INFO::Fitting model to feature number 84, F88
2023-10-15 22:30:05.040214 INFO::Fitting model to feature number 85, F89
2023-10-15 22:30:05.044078 INFO::Fitting model to feature number 86, F90
2023-10-15 22:30:05.047834 INFO::Fitting model to feature number 87, F91
2023-10-15 22:30:05.051558 INFO::Fitting model to feature number 88, F92
2023-10-15 22:30:05.055418 INFO::Fitting model to feature number 89, F93
2023-10-15 22:30:05.059298 INFO::Fitting model to feature number 90, F94
2023-10-15 22:30:05.063039 INFO::Fitting model to feature number 91, F95
2023-10-15 22:30:05.06664 INFO::Fitting model to feature number 92, F96
2023-10-15 22:30:05.070313 INFO::Fitting model to feature number 93, F97
2023-10-15 22:30:05.073975 INFO::Fitting model to feature number 94, F98
2023-10-15 22:30:05.077645 INFO::Fitting model to feature number 95, F99
2023-10-15 22:30:05.081326 INFO::Fitting model to feature number 96, F100
2023-10-15 22:30:05.085017 INFO::Fitting model to feature number 97, F101
2023-10-15 22:30:05.08873 INFO::Fitting model to feature number 98, F102
2023-10-15 22:30:05.092449 INFO::Fitting model to feature number 99, F103
2023-10-15 22:30:05.09617 INFO::Fitting model to feature number 100, F104
2023-10-15 22:30:05.099786 INFO::Fitting model to feature number 101, F105
2023-10-15 22:30:05.103478 INFO::Fitting model to feature number 102, F106
2023-10-15 22:30:05.107118 INFO::Fitting model to feature number 103, F107
2023-10-15 22:30:05.110897 INFO::Fitting model to feature number 104, F108
2023-10-15 22:30:05.114576 INFO::Fitting model to feature number 105, F109
2023-10-15 22:30:05.118297 INFO::Fitting model to feature number 106, F110
2023-10-15 22:30:05.122042 INFO::Fitting model to feature number 107, F111
2023-10-15 22:30:05.125772 INFO::Fitting model to feature number 108, F112
2023-10-15 22:30:05.129491 INFO::Fitting model to feature number 109, F113
2023-10-15 22:30:05.13323 INFO::Fitting model to feature number 110, F114
2023-10-15 22:30:05.137033 INFO::Fitting model to feature number 111, F115
2023-10-15 22:30:05.140755 INFO::Fitting model to feature number 112, F117
2023-10-15 22:30:05.144341 INFO::Fitting model to feature number 113, F118
2023-10-15 22:30:05.147899 INFO::Fitting model to feature number 114, F119
2023-10-15 22:30:05.151554 INFO::Fitting model to feature number 115, F120
2023-10-15 22:30:05.15509 INFO::Fitting model to feature number 116, F121
2023-10-15 22:30:05.158663 INFO::Fitting model to feature number 117, F122
2023-10-15 22:30:05.162278 INFO::Fitting model to feature number 118, F123
2023-10-15 22:30:05.165762 INFO::Fitting model to feature number 119, F124
2023-10-15 22:30:05.169354 INFO::Fitting model to feature number 120, F125
2023-10-15 22:30:05.172829 INFO::Fitting model to feature number 121, F126
2023-10-15 22:30:05.176359 INFO::Fitting model to feature number 122, F127
2023-10-15 22:30:05.179858 INFO::Fitting model to feature number 123, F128
2023-10-15 22:30:05.183391 INFO::Fitting model to feature number 124, F129
2023-10-15 22:30:05.187016 INFO::Fitting model to feature number 125, F130
2023-10-15 22:30:05.190532 INFO::Fitting model to feature number 126, F131
2023-10-15 22:30:05.194072 INFO::Fitting model to feature number 127, F132
2023-10-15 22:30:05.19757 INFO::Fitting model to feature number 128, F133
2023-10-15 22:30:05.20104 INFO::Fitting model to feature number 129, F134
2023-10-15 22:30:05.204541 INFO::Fitting model to feature number 130, F135
2023-10-15 22:30:05.208071 INFO::Fitting model to feature number 131, F136
2023-10-15 22:30:05.211543 INFO::Fitting model to feature number 132, F137
2023-10-15 22:30:05.215023 INFO::Fitting model to feature number 133, F138
2023-10-15 22:30:05.218482 INFO::Fitting model to feature number 134, F139
2023-10-15 22:30:05.221938 INFO::Fitting model to feature number 135, F140
2023-10-15 22:30:05.225416 INFO::Fitting model to feature number 136, F141
2023-10-15 22:30:05.228938 INFO::Fitting model to feature number 137, F142
2023-10-15 22:30:05.232504 INFO::Fitting model to feature number 138, F143
2023-10-15 22:30:05.236043 INFO::Fitting model to feature number 139, F144
2023-10-15 22:30:05.239518 INFO::Fitting model to feature number 140, F145
2023-10-15 22:30:05.243106 INFO::Fitting model to feature number 141, F146
2023-10-15 22:30:05.246599 INFO::Fitting model to feature number 142, F147
2023-10-15 22:30:05.250143 INFO::Fitting model to feature number 143, F148
2023-10-15 22:30:05.253725 INFO::Fitting model to feature number 144, F149
2023-10-15 22:30:05.257395 INFO::Fitting model to feature number 145, F150
2023-10-15 22:30:05.260946 INFO::Fitting model to feature number 146, F152
2023-10-15 22:30:05.264516 INFO::Fitting model to feature number 147, F153
2023-10-15 22:30:05.268097 INFO::Fitting model to feature number 148, F154
2023-10-15 22:30:05.271561 INFO::Fitting model to feature number 149, F155
2023-10-15 22:30:05.275247 INFO::Fitting model to feature number 150, F156
2023-10-15 22:30:05.278881 INFO::Fitting model to feature number 151, F157
2023-10-15 22:30:05.282443 INFO::Fitting model to feature number 152, F158
2023-10-15 22:30:05.28597 INFO::Fitting model to feature number 153, F159
2023-10-15 22:30:05.289581 INFO::Fitting model to feature number 154, F160
2023-10-15 22:30:05.293199 INFO::Fitting model to feature number 155, F161
2023-10-15 22:30:05.296911 INFO::Fitting model to feature number 156, F162
2023-10-15 22:30:05.300533 INFO::Fitting model to feature number 157, F163
2023-10-15 22:30:05.304119 INFO::Fitting model to feature number 158, F164
2023-10-15 22:30:05.307819 INFO::Fitting model to feature number 159, F165
2023-10-15 22:30:05.311473 INFO::Fitting model to feature number 160, F166
2023-10-15 22:30:05.315083 INFO::Fitting model to feature number 161, F167
2023-10-15 22:30:05.318651 INFO::Fitting model to feature number 162, F168
2023-10-15 22:30:05.322228 INFO::Fitting model to feature number 163, F169
2023-10-15 22:30:05.325804 INFO::Fitting model to feature number 164, F170
2023-10-15 22:30:05.329393 INFO::Fitting model to feature number 165, F171
2023-10-15 22:30:05.333039 INFO::Fitting model to feature number 166, F172
2023-10-15 22:30:05.336633 INFO::Fitting model to feature number 167, F173
2023-10-15 22:30:05.340159 INFO::Fitting model to feature number 168, F174
2023-10-15 22:30:05.343766 INFO::Fitting model to feature number 169, F175
2023-10-15 22:30:05.347393 INFO::Fitting model to feature number 170, F176
2023-10-15 22:30:05.35099 INFO::Fitting model to feature number 171, F177
2023-10-15 22:30:05.354642 INFO::Fitting model to feature number 172, F178
2023-10-15 22:30:05.358286 INFO::Fitting model to feature number 173, F179
2023-10-15 22:30:05.361965 INFO::Fitting model to feature number 174, F180
2023-10-15 22:30:05.365613 INFO::Fitting model to feature number 175, F181
2023-10-15 22:30:05.369258 INFO::Fitting model to feature number 176, F182
2023-10-15 22:30:05.372872 INFO::Fitting model to feature number 177, F183
2023-10-15 22:30:05.376491 INFO::Fitting model to feature number 178, F184
2023-10-15 22:30:05.380228 INFO::Fitting model to feature number 179, F185
2023-10-15 22:30:05.383984 INFO::Fitting model to feature number 180, F186
2023-10-15 22:30:05.387661 INFO::Fitting model to feature number 181, F187
2023-10-15 22:30:05.391328 INFO::Fitting model to feature number 182, F188
2023-10-15 22:30:05.394996 INFO::Fitting model to feature number 183, F189
2023-10-15 22:30:05.398639 INFO::Fitting model to feature number 184, F190
2023-10-15 22:30:05.418725 INFO::Fitting model to feature number 185, F191
2023-10-15 22:30:05.422954 INFO::Fitting model to feature number 186, F192
2023-10-15 22:30:05.426882 INFO::Fitting model to feature number 187, F193
2023-10-15 22:30:05.430658 INFO::Fitting model to feature number 188, F194
2023-10-15 22:30:05.434381 INFO::Fitting model to feature number 189, F195
2023-10-15 22:30:05.438107 INFO::Fitting model to feature number 190, F196
2023-10-15 22:30:05.441878 INFO::Fitting model to feature number 191, F197
2023-10-15 22:30:05.445597 INFO::Fitting model to feature number 192, F198
2023-10-15 22:30:05.449352 INFO::Fitting model to feature number 193, F199
2023-10-15 22:30:05.453017 INFO::Fitting model to feature number 194, F200
2023-10-15 22:30:05.45669 INFO::Fitting model to feature number 195, F201
2023-10-15 22:30:05.460384 INFO::Fitting model to feature number 196, F202
2023-10-15 22:30:05.464129 INFO::Fitting model to feature number 197, F203
2023-10-15 22:30:05.46775 INFO::Fitting model to feature number 198, F204
2023-10-15 22:30:05.471345 INFO::Fitting model to feature number 199, F206
2023-10-15 22:30:05.474984 INFO::Fitting model to feature number 200, F207
2023-10-15 22:30:05.478578 INFO::Fitting model to feature number 201, F208
2023-10-15 22:30:05.482182 INFO::Fitting model to feature number 202, F209
2023-10-15 22:30:05.485797 INFO::Fitting model to feature number 203, F210
2023-10-15 22:30:05.489431 INFO::Fitting model to feature number 204, F211
2023-10-15 22:30:05.493054 INFO::Fitting model to feature number 205, F212
2023-10-15 22:30:05.49654 INFO::Fitting model to feature number 206, F213
2023-10-15 22:30:05.500021 INFO::Fitting model to feature number 207, F214
2023-10-15 22:30:05.503446 INFO::Fitting model to feature number 208, F215
2023-10-15 22:30:05.506925 INFO::Fitting model to feature number 209, F216
2023-10-15 22:30:05.510407 INFO::Fitting model to feature number 210, F217
2023-10-15 22:30:05.513861 INFO::Fitting model to feature number 211, F218
2023-10-15 22:30:05.517432 INFO::Fitting model to feature number 212, F219
2023-10-15 22:30:05.521125 INFO::Fitting model to feature number 213, F220
2023-10-15 22:30:05.524847 INFO::Fitting model to feature number 214, F221
2023-10-15 22:30:05.528466 INFO::Fitting model to feature number 215, F222
2023-10-15 22:30:05.532063 INFO::Fitting model to feature number 216, F223
2023-10-15 22:30:05.53565 INFO::Fitting model to feature number 217, F224
2023-10-15 22:30:05.53922 INFO::Fitting model to feature number 218, F225
2023-10-15 22:30:05.542794 INFO::Fitting model to feature number 219, F226
2023-10-15 22:30:05.54641 INFO::Fitting model to feature number 220, F227
2023-10-15 22:30:05.549918 INFO::Fitting model to feature number 221, F228
2023-10-15 22:30:05.553353 INFO::Fitting model to feature number 222, F229
2023-10-15 22:30:05.556782 INFO::Fitting model to feature number 223, F230
2023-10-15 22:30:05.560196 INFO::Fitting model to feature number 224, F231
2023-10-15 22:30:05.563633 INFO::Fitting model to feature number 225, F232
2023-10-15 22:30:05.567043 INFO::Fitting model to feature number 226, F233
2023-10-15 22:30:05.570482 INFO::Fitting model to feature number 227, F234
2023-10-15 22:30:05.573858 INFO::Fitting model to feature number 228, F235
2023-10-15 22:30:05.577245 INFO::Fitting model to feature number 229, F236
2023-10-15 22:30:05.580636 INFO::Fitting model to feature number 230, F237
2023-10-15 22:30:05.584036 INFO::Fitting model to feature number 231, F238
2023-10-15 22:30:05.587463 INFO::Fitting model to feature number 232, F239
2023-10-15 22:30:05.590903 INFO::Fitting model to feature number 233, F240
2023-10-15 22:30:05.594401 INFO::Fitting model to feature number 234, F241
2023-10-15 22:30:05.597845 INFO::Fitting model to feature number 235, F242
2023-10-15 22:30:05.60131 INFO::Fitting model to feature number 236, F243
2023-10-15 22:30:05.604798 INFO::Fitting model to feature number 237, F244
2023-10-15 22:30:05.608254 INFO::Fitting model to feature number 238, F245
2023-10-15 22:30:05.611711 INFO::Fitting model to feature number 239, F246
2023-10-15 22:30:05.615184 INFO::Fitting model to feature number 240, F247
2023-10-15 22:30:05.618733 INFO::Fitting model to feature number 241, F248
2023-10-15 22:30:05.622273 INFO::Fitting model to feature number 242, F249
2023-10-15 22:30:05.625823 INFO::Fitting model to feature number 243, F250
2023-10-15 22:30:05.629301 INFO::Fitting model to feature number 244, F252
2023-10-15 22:30:05.632761 INFO::Fitting model to feature number 245, F253
2023-10-15 22:30:05.636216 INFO::Fitting model to feature number 246, F254
2023-10-15 22:30:05.639687 INFO::Fitting model to feature number 247, F255
2023-10-15 22:30:05.64321 INFO::Fitting model to feature number 248, F256
2023-10-15 22:30:05.646664 INFO::Fitting model to feature number 249, F257
2023-10-15 22:30:05.650132 INFO::Fitting model to feature number 250, F259
2023-10-15 22:30:05.653632 INFO::Fitting model to feature number 251, F260
2023-10-15 22:30:05.657096 INFO::Fitting model to feature number 252, F261
2023-10-15 22:30:05.660558 INFO::Fitting model to feature number 253, F262
2023-10-15 22:30:05.664056 INFO::Fitting model to feature number 254, F263
2023-10-15 22:30:05.667559 INFO::Fitting model to feature number 255, F264
2023-10-15 22:30:05.671027 INFO::Fitting model to feature number 256, F265
2023-10-15 22:30:05.674455 INFO::Fitting model to feature number 257, F266
2023-10-15 22:30:05.677895 INFO::Fitting model to feature number 258, F267
2023-10-15 22:30:05.6813 INFO::Fitting model to feature number 259, F269
2023-10-15 22:30:05.684741 INFO::Fitting model to feature number 260, F270
2023-10-15 22:30:05.688196 INFO::Fitting model to feature number 261, F271
2023-10-15 22:30:05.69161 INFO::Fitting model to feature number 262, F272
2023-10-15 22:30:05.695009 INFO::Fitting model to feature number 263, F273
2023-10-15 22:30:05.698402 INFO::Fitting model to feature number 264, F274
2023-10-15 22:30:05.701831 INFO::Fitting model to feature number 265, F276
2023-10-15 22:30:05.705258 INFO::Fitting model to feature number 266, F277
2023-10-15 22:30:05.708699 INFO::Fitting model to feature number 267, F278
2023-10-15 22:30:05.712186 INFO::Fitting model to feature number 268, F279
2023-10-15 22:30:05.71559 INFO::Fitting model to feature number 269, F280
2023-10-15 22:30:05.719 INFO::Fitting model to feature number 270, F281
2023-10-15 22:30:05.722415 INFO::Fitting model to feature number 271, F282
2023-10-15 22:30:05.725842 INFO::Fitting model to feature number 272, F283
2023-10-15 22:30:05.729289 INFO::Fitting model to feature number 273, F284
2023-10-15 22:30:05.732749 INFO::Fitting model to feature number 274, F285
2023-10-15 22:30:05.736265 INFO::Fitting model to feature number 275, F286
2023-10-15 22:30:05.739712 INFO::Fitting model to feature number 276, F287
2023-10-15 22:30:05.743169 INFO::Fitting model to feature number 277, F288
2023-10-15 22:30:05.746642 INFO::Fitting model to feature number 278, F289
2023-10-15 22:30:05.750144 INFO::Fitting model to feature number 279, F290
2023-10-15 22:30:05.753658 INFO::Fitting model to feature number 280, F292
2023-10-15 22:30:05.757201 INFO::Fitting model to feature number 281, F293
2023-10-15 22:30:05.760863 INFO::Fitting model to feature number 282, F294
2023-10-15 22:30:05.764426 INFO::Fitting model to feature number 283, F295
2023-10-15 22:30:05.767983 INFO::Fitting model to feature number 284, F296
2023-10-15 22:30:05.771533 INFO::Fitting model to feature number 285, F297
2023-10-15 22:30:05.775109 INFO::Fitting model to feature number 286, F298
2023-10-15 22:30:05.77869 INFO::Fitting model to feature number 287, F299
2023-10-15 22:30:05.782212 INFO::Fitting model to feature number 288, F300
2023-10-15 22:30:05.785844 INFO::Fitting model to feature number 289, F301
2023-10-15 22:30:05.78976 INFO::Fitting model to feature number 290, F302
2023-10-15 22:30:05.793559 INFO::Fitting model to feature number 291, F303
2023-10-15 22:30:05.79728 INFO::Fitting model to feature number 292, F304
2023-10-15 22:30:05.800941 INFO::Fitting model to feature number 293, F305
2023-10-15 22:30:05.804595 INFO::Fitting model to feature number 294, F306
2023-10-15 22:30:05.808201 INFO::Fitting model to feature number 295, F307
2023-10-15 22:30:05.811904 INFO::Fitting model to feature number 296, F308
2023-10-15 22:30:05.815468 INFO::Fitting model to feature number 297, F309
2023-10-15 22:30:05.819067 INFO::Fitting model to feature number 298, F310
2023-10-15 22:30:05.82264 INFO::Fitting model to feature number 299, F311
2023-10-15 22:30:05.826183 INFO::Fitting model to feature number 300, F312
2023-10-15 22:30:05.829797 INFO::Fitting model to feature number 301, F313
2023-10-15 22:30:05.833401 INFO::Fitting model to feature number 302, F315
2023-10-15 22:30:05.837018 INFO::Fitting model to feature number 303, F316
2023-10-15 22:30:05.840646 INFO::Fitting model to feature number 304, F317
2023-10-15 22:30:05.844441 INFO::Fitting model to feature number 305, F318
2023-10-15 22:30:05.848155 INFO::Fitting model to feature number 306, F319
2023-10-15 22:30:05.851749 INFO::Fitting model to feature number 307, F320
2023-10-15 22:30:05.855374 INFO::Fitting model to feature number 308, F321
2023-10-15 22:30:05.859082 INFO::Fitting model to feature number 309, F322
2023-10-15 22:30:05.862711 INFO::Fitting model to feature number 310, F323
2023-10-15 22:30:05.86627 INFO::Fitting model to feature number 311, F324
2023-10-15 22:30:05.869817 INFO::Fitting model to feature number 312, F325
2023-10-15 22:30:05.873347 INFO::Fitting model to feature number 313, F326
2023-10-15 22:30:05.876825 INFO::Fitting model to feature number 314, F327
2023-10-15 22:30:05.880361 INFO::Fitting model to feature number 315, F328
2023-10-15 22:30:05.883955 INFO::Fitting model to feature number 316, F329
2023-10-15 22:30:05.887461 INFO::Fitting model to feature number 317, F330
2023-10-15 22:30:05.890988 INFO::Fitting model to feature number 318, F331
2023-10-15 22:30:05.894511 INFO::Fitting model to feature number 319, F332
2023-10-15 22:30:05.898031 INFO::Fitting model to feature number 320, F333
2023-10-15 22:30:05.901606 INFO::Fitting model to feature number 321, F334
2023-10-15 22:30:05.905178 INFO::Fitting model to feature number 322, F335
2023-10-15 22:30:05.908779 INFO::Fitting model to feature number 323, F336
2023-10-15 22:30:05.912339 INFO::Fitting model to feature number 324, F337
2023-10-15 22:30:05.915959 INFO::Fitting model to feature number 325, F338
2023-10-15 22:30:05.919514 INFO::Fitting model to feature number 326, F339
2023-10-15 22:30:05.923113 INFO::Fitting model to feature number 327, F340
2023-10-15 22:30:05.926629 INFO::Fitting model to feature number 328, F342
2023-10-15 22:30:05.930146 INFO::Fitting model to feature number 329, F343
2023-10-15 22:30:05.93377 INFO::Fitting model to feature number 330, F344
2023-10-15 22:30:05.93728 INFO::Fitting model to feature number 331, F345
2023-10-15 22:30:05.940875 INFO::Fitting model to feature number 332, F346
2023-10-15 22:30:05.944489 INFO::Fitting model to feature number 333, F347
2023-10-15 22:30:05.948101 INFO::Fitting model to feature number 334, F348
2023-10-15 22:30:05.951783 INFO::Fitting model to feature number 335, F350
2023-10-15 22:30:05.955447 INFO::Fitting model to feature number 336, F351
2023-10-15 22:30:05.959293 INFO::Fitting model to feature number 337, F352
2023-10-15 22:30:05.963099 INFO::Fitting model to feature number 338, F353
2023-10-15 22:30:05.966897 INFO::Fitting model to feature number 339, F355
2023-10-15 22:30:05.970584 INFO::Fitting model to feature number 340, F356
2023-10-15 22:30:05.974248 INFO::Fitting model to feature number 341, F357
2023-10-15 22:30:05.977911 INFO::Fitting model to feature number 342, F358
2023-10-15 22:30:05.981541 INFO::Fitting model to feature number 343, F359
2023-10-15 22:30:05.985218 INFO::Fitting model to feature number 344, F360
2023-10-15 22:30:05.988816 INFO::Fitting model to feature number 345, F361
2023-10-15 22:30:05.992416 INFO::Fitting model to feature number 346, F362
2023-10-15 22:30:05.996044 INFO::Fitting model to feature number 347, F363
2023-10-15 22:30:05.999629 INFO::Fitting model to feature number 348, F364
2023-10-15 22:30:06.003194 INFO::Fitting model to feature number 349, F365
2023-10-15 22:30:06.006874 INFO::Fitting model to feature number 350, F366
2023-10-15 22:30:06.01048 INFO::Fitting model to feature number 351, F367
2023-10-15 22:30:06.014075 INFO::Fitting model to feature number 352, F368
2023-10-15 22:30:06.017654 INFO::Fitting model to feature number 353, F369
2023-10-15 22:30:06.02131 INFO::Fitting model to feature number 354, F370
2023-10-15 22:30:06.02492 INFO::Fitting model to feature number 355, F371
2023-10-15 22:30:06.028538 INFO::Fitting model to feature number 356, F372
2023-10-15 22:30:06.032327 INFO::Fitting model to feature number 357, F373
2023-10-15 22:30:06.050611 INFO::Fitting model to feature number 358, F374
2023-10-15 22:30:06.054605 INFO::Fitting model to feature number 359, F375
2023-10-15 22:30:06.058368 INFO::Fitting model to feature number 360, F376
2023-10-15 22:30:06.062026 INFO::Fitting model to feature number 361, F377
2023-10-15 22:30:06.065625 INFO::Fitting model to feature number 362, F378
2023-10-15 22:30:06.06918 INFO::Fitting model to feature number 363, F379
2023-10-15 22:30:06.072764 INFO::Fitting model to feature number 364, F380
2023-10-15 22:30:06.076237 INFO::Fitting model to feature number 365, F381
2023-10-15 22:30:06.079703 INFO::Fitting model to feature number 366, F382
2023-10-15 22:30:06.083153 INFO::Fitting model to feature number 367, F383
2023-10-15 22:30:06.086546 INFO::Fitting model to feature number 368, F384
2023-10-15 22:30:06.089959 INFO::Fitting model to feature number 369, F386
2023-10-15 22:30:06.093384 INFO::Fitting model to feature number 370, F387
2023-10-15 22:30:06.09689 INFO::Fitting model to feature number 371, F388
2023-10-15 22:30:06.100327 INFO::Fitting model to feature number 372, F389
2023-10-15 22:30:06.103763 INFO::Fitting model to feature number 373, F390
2023-10-15 22:30:06.1072 INFO::Fitting model to feature number 374, F391
2023-10-15 22:30:06.110641 INFO::Fitting model to feature number 375, F392
2023-10-15 22:30:06.114091 INFO::Fitting model to feature number 376, F393
2023-10-15 22:30:06.11753 INFO::Fitting model to feature number 377, F394
2023-10-15 22:30:06.121037 INFO::Fitting model to feature number 378, F395
2023-10-15 22:30:06.124516 INFO::Fitting model to feature number 379, F396
2023-10-15 22:30:06.128001 INFO::Fitting model to feature number 380, F397
2023-10-15 22:30:06.131544 INFO::Fitting model to feature number 381, F398
2023-10-15 22:30:06.135087 INFO::Fitting model to feature number 382, F399
2023-10-15 22:30:06.138616 INFO::Fitting model to feature number 383, F400
2023-10-15 22:30:06.142135 INFO::Fitting model to feature number 384, F401
2023-10-15 22:30:06.145658 INFO::Fitting model to feature number 385, F402
2023-10-15 22:30:06.149118 INFO::Fitting model to feature number 386, F403
2023-10-15 22:30:06.152575 INFO::Fitting model to feature number 387, F404
2023-10-15 22:30:06.15603 INFO::Fitting model to feature number 388, F406
2023-10-15 22:30:06.159468 INFO::Fitting model to feature number 389, F407
2023-10-15 22:30:06.162919 INFO::Fitting model to feature number 390, F408
2023-10-15 22:30:06.16648 INFO::Fitting model to feature number 391, F409
2023-10-15 22:30:06.170045 INFO::Fitting model to feature number 392, F410
2023-10-15 22:30:06.173587 INFO::Fitting model to feature number 393, F411
2023-10-15 22:30:06.17713 INFO::Fitting model to feature number 394, F412
2023-10-15 22:30:06.180618 INFO::Fitting model to feature number 395, F413
2023-10-15 22:30:06.18402 INFO::Fitting model to feature number 396, F414
2023-10-15 22:30:06.187509 INFO::Fitting model to feature number 397, F415
2023-10-15 22:30:06.191079 INFO::Fitting model to feature number 398, F416
2023-10-15 22:30:06.194525 INFO::Fitting model to feature number 399, F417
2023-10-15 22:30:06.197983 INFO::Fitting model to feature number 400, F418
2023-10-15 22:30:06.201459 INFO::Fitting model to feature number 401, F419
2023-10-15 22:30:06.204911 INFO::Fitting model to feature number 402, F420
2023-10-15 22:30:06.208407 INFO::Fitting model to feature number 403, F421
2023-10-15 22:30:06.21192 INFO::Fitting model to feature number 404, F422
2023-10-15 22:30:06.215485 INFO::Fitting model to feature number 405, F423
2023-10-15 22:30:06.218984 INFO::Fitting model to feature number 406, F425
2023-10-15 22:30:06.222488 INFO::Fitting model to feature number 407, F426
2023-10-15 22:30:06.225969 INFO::Fitting model to feature number 408, F428
2023-10-15 22:30:06.229448 INFO::Fitting model to feature number 409, F429
2023-10-15 22:30:06.233002 INFO::Fitting model to feature number 410, F430
2023-10-15 22:30:06.236501 INFO::Fitting model to feature number 411, F431
2023-10-15 22:30:06.240101 INFO::Fitting model to feature number 412, F432
2023-10-15 22:30:06.243607 INFO::Fitting model to feature number 413, F433
2023-10-15 22:30:06.247164 INFO::Fitting model to feature number 414, F434
2023-10-15 22:30:06.250701 INFO::Fitting model to feature number 415, F435
2023-10-15 22:30:06.25418 INFO::Fitting model to feature number 416, F436
2023-10-15 22:30:06.257699 INFO::Fitting model to feature number 417, F437
2023-10-15 22:30:06.2612 INFO::Fitting model to feature number 418, F438
2023-10-15 22:30:06.264781 INFO::Fitting model to feature number 419, F439
2023-10-15 22:30:06.268314 INFO::Fitting model to feature number 420, F440
2023-10-15 22:30:06.271825 INFO::Fitting model to feature number 421, F441
2023-10-15 22:30:06.275333 INFO::Fitting model to feature number 422, F442
2023-10-15 22:30:06.2789 INFO::Fitting model to feature number 423, F443
2023-10-15 22:30:06.282487 INFO::Fitting model to feature number 424, F444
2023-10-15 22:30:06.286039 INFO::Fitting model to feature number 425, F445
2023-10-15 22:30:06.289664 INFO::Fitting model to feature number 426, F446
2023-10-15 22:30:06.293274 INFO::Fitting model to feature number 427, F447
2023-10-15 22:30:06.296898 INFO::Fitting model to feature number 428, F448
2023-10-15 22:30:06.300409 INFO::Fitting model to feature number 429, F449
2023-10-15 22:30:06.303865 INFO::Fitting model to feature number 430, F450
2023-10-15 22:30:06.307343 INFO::Fitting model to feature number 431, F451
2023-10-15 22:30:06.310848 INFO::Fitting model to feature number 432, F452
2023-10-15 22:30:06.314408 INFO::Fitting model to feature number 433, F454
2023-10-15 22:30:06.317883 INFO::Fitting model to feature number 434, F455
2023-10-15 22:30:06.321304 INFO::Fitting model to feature number 435, F456
2023-10-15 22:30:06.324787 INFO::Fitting model to feature number 436, F457
2023-10-15 22:30:06.328201 INFO::Fitting model to feature number 437, F458
2023-10-15 22:30:06.331603 INFO::Fitting model to feature number 438, F459
2023-10-15 22:30:06.33511 INFO::Fitting model to feature number 439, F461
2023-10-15 22:30:06.338646 INFO::Fitting model to feature number 440, F462
2023-10-15 22:30:06.342105 INFO::Fitting model to feature number 441, F463
2023-10-15 22:30:06.345528 INFO::Fitting model to feature number 442, F464
2023-10-15 22:30:06.348967 INFO::Fitting model to feature number 443, F465
2023-10-15 22:30:06.352402 INFO::Fitting model to feature number 444, F466
2023-10-15 22:30:06.355843 INFO::Fitting model to feature number 445, F467
2023-10-15 22:30:06.35933 INFO::Fitting model to feature number 446, F468
2023-10-15 22:30:06.362748 INFO::Fitting model to feature number 447, F469
2023-10-15 22:30:06.366169 INFO::Fitting model to feature number 448, F470
2023-10-15 22:30:06.369622 INFO::Fitting model to feature number 449, F471
2023-10-15 22:30:06.373099 INFO::Fitting model to feature number 450, F474
2023-10-15 22:30:06.376539 INFO::Fitting model to feature number 451, F475
2023-10-15 22:30:06.379982 INFO::Fitting model to feature number 452, F476
2023-10-15 22:30:06.383498 INFO::Fitting model to feature number 453, F477
2023-10-15 22:30:06.386929 INFO::Fitting model to feature number 454, F478
2023-10-15 22:30:06.390325 INFO::Fitting model to feature number 455, F479
2023-10-15 22:30:06.393748 INFO::Fitting model to feature number 456, F480
2023-10-15 22:30:06.39717 INFO::Fitting model to feature number 457, F481
2023-10-15 22:30:06.400628 INFO::Fitting model to feature number 458, F482
2023-10-15 22:30:06.40406 INFO::Fitting model to feature number 459, F483
2023-10-15 22:30:06.407565 INFO::Fitting model to feature number 460, F484
2023-10-15 22:30:06.410999 INFO::Fitting model to feature number 461, F485
2023-10-15 22:30:06.414483 INFO::Fitting model to feature number 462, F486
2023-10-15 22:30:06.417995 INFO::Fitting model to feature number 463, F487
2023-10-15 22:30:06.421433 INFO::Fitting model to feature number 464, F488
2023-10-15 22:30:06.424881 INFO::Fitting model to feature number 465, F489
2023-10-15 22:30:06.428321 INFO::Fitting model to feature number 466, F490
2023-10-15 22:30:06.4319 INFO::Fitting model to feature number 467, F491
2023-10-15 22:30:06.435316 INFO::Fitting model to feature number 468, F492
2023-10-15 22:30:06.438768 INFO::Fitting model to feature number 469, F493
2023-10-15 22:30:06.442171 INFO::Fitting model to feature number 470, F494
2023-10-15 22:30:06.445612 INFO::Fitting model to feature number 471, F495
2023-10-15 22:30:06.449048 INFO::Fitting model to feature number 472, F496
2023-10-15 22:30:06.45253 INFO::Fitting model to feature number 473, F497
2023-10-15 22:30:06.456023 INFO::Fitting model to feature number 474, F498
2023-10-15 22:30:06.459436 INFO::Fitting model to feature number 475, F499
2023-10-15 22:30:06.462847 INFO::Fitting model to feature number 476, F500
2023-10-15 22:30:06.466238 INFO::Fitting model to feature number 477, F501
2023-10-15 22:30:06.469665 INFO::Fitting model to feature number 478, F502
2023-10-15 22:30:06.473067 INFO::Fitting model to feature number 479, F503
2023-10-15 22:30:06.476559 INFO::Fitting model to feature number 480, F504
2023-10-15 22:30:06.479976 INFO::Fitting model to feature number 481, F505
2023-10-15 22:30:06.483395 INFO::Fitting model to feature number 482, F506
2023-10-15 22:30:06.486846 INFO::Fitting model to feature number 483, F507
2023-10-15 22:30:06.490276 INFO::Fitting model to feature number 484, F508
2023-10-15 22:30:06.493721 INFO::Fitting model to feature number 485, F509
2023-10-15 22:30:06.497161 INFO::Fitting model to feature number 486, F510
2023-10-15 22:30:06.500646 INFO::Fitting model to feature number 487, F511
2023-10-15 22:30:06.504082 INFO::Fitting model to feature number 488, F512
2023-10-15 22:30:06.507515 INFO::Fitting model to feature number 489, F513
2023-10-15 22:30:06.510924 INFO::Fitting model to feature number 490, F514
2023-10-15 22:30:06.514318 INFO::Fitting model to feature number 491, F515
2023-10-15 22:30:06.51778 INFO::Fitting model to feature number 492, F516
2023-10-15 22:30:06.521236 INFO::Fitting model to feature number 493, F517
2023-10-15 22:30:06.524768 INFO::Fitting model to feature number 494, F518
2023-10-15 22:30:06.528214 INFO::Fitting model to feature number 495, F519
2023-10-15 22:30:06.531613 INFO::Fitting model to feature number 496, F520
2023-10-15 22:30:06.535084 INFO::Fitting model to feature number 497, F521
2023-10-15 22:30:06.53853 INFO::Fitting model to feature number 498, F522
2023-10-15 22:30:06.54197 INFO::Fitting model to feature number 499, F523
2023-10-15 22:30:06.54544 INFO::Fitting model to feature number 500, F524
2023-10-15 22:30:06.548938 INFO::Fitting model to feature number 501, F525
2023-10-15 22:30:06.55237 INFO::Fitting model to feature number 502, F526
2023-10-15 22:30:06.555839 INFO::Fitting model to feature number 503, F527
2023-10-15 22:30:06.559304 INFO::Fitting model to feature number 504, F528
2023-10-15 22:30:06.562803 INFO::Fitting model to feature number 505, F529
2023-10-15 22:30:06.566331 INFO::Fitting model to feature number 506, F530
2023-10-15 22:30:06.569888 INFO::Fitting model to feature number 507, F531
2023-10-15 22:30:06.573539 INFO::Fitting model to feature number 508, F532
2023-10-15 22:30:06.577096 INFO::Fitting model to feature number 509, F533
2023-10-15 22:30:06.580963 INFO::Fitting model to feature number 510, F534
2023-10-15 22:30:06.584752 INFO::Fitting model to feature number 511, F535
2023-10-15 22:30:06.588596 INFO::Fitting model to feature number 512, F536
2023-10-15 22:30:06.592223 INFO::Fitting model to feature number 513, F537
2023-10-15 22:30:06.595775 INFO::Fitting model to feature number 514, F539
2023-10-15 22:30:06.59933 INFO::Fitting model to feature number 515, F540
2023-10-15 22:30:06.60282 INFO::Fitting model to feature number 516, F541
2023-10-15 22:30:06.606271 INFO::Fitting model to feature number 517, F543
2023-10-15 22:30:06.609746 INFO::Fitting model to feature number 518, F544
2023-10-15 22:30:06.613212 INFO::Fitting model to feature number 519, F545
2023-10-15 22:30:06.61668 INFO::Fitting model to feature number 520, F546
2023-10-15 22:30:06.620228 INFO::Fitting model to feature number 521, F547
2023-10-15 22:30:06.623693 INFO::Fitting model to feature number 522, F548
2023-10-15 22:30:06.627174 INFO::Fitting model to feature number 523, F549
2023-10-15 22:30:06.630633 INFO::Fitting model to feature number 524, F550
2023-10-15 22:30:06.634096 INFO::Fitting model to feature number 525, F551
2023-10-15 22:30:06.63758 INFO::Fitting model to feature number 526, F552
2023-10-15 22:30:06.641111 INFO::Fitting model to feature number 527, F553
2023-10-15 22:30:06.644787 INFO::Fitting model to feature number 528, F554
2023-10-15 22:30:06.648347 INFO::Fitting model to feature number 529, F555
2023-10-15 22:30:06.651934 INFO::Fitting model to feature number 530, F556
2023-10-15 22:30:06.669881 INFO::Fitting model to feature number 531, F557
2023-10-15 22:30:06.673809 INFO::Fitting model to feature number 532, F558
2023-10-15 22:30:06.677546 INFO::Fitting model to feature number 533, F559
2023-10-15 22:30:06.681257 INFO::Fitting model to feature number 534, F560
2023-10-15 22:30:06.684992 INFO::Fitting model to feature number 535, F561
2023-10-15 22:30:06.688626 INFO::Fitting model to feature number 536, F562
2023-10-15 22:30:06.692226 INFO::Fitting model to feature number 537, F563
2023-10-15 22:30:06.695781 INFO::Fitting model to feature number 538, F564
2023-10-15 22:30:06.69935 INFO::Fitting model to feature number 539, F566
2023-10-15 22:30:06.702889 INFO::Fitting model to feature number 540, F567
2023-10-15 22:30:06.706383 INFO::Fitting model to feature number 541, F568
2023-10-15 22:30:06.70997 INFO::Fitting model to feature number 542, F569
2023-10-15 22:30:06.71347 INFO::Fitting model to feature number 543, F570
2023-10-15 22:30:06.716945 INFO::Fitting model to feature number 544, F571
2023-10-15 22:30:06.720399 INFO::Fitting model to feature number 545, F572
2023-10-15 22:30:06.723884 INFO::Fitting model to feature number 546, F573
2023-10-15 22:30:06.727372 INFO::Fitting model to feature number 547, F574
2023-10-15 22:30:06.73083 INFO::Fitting model to feature number 548, F575
2023-10-15 22:30:06.73434 INFO::Fitting model to feature number 549, F576
2023-10-15 22:30:06.737797 INFO::Fitting model to feature number 550, F577
2023-10-15 22:30:06.741267 INFO::Fitting model to feature number 551, F578
2023-10-15 22:30:06.744779 INFO::Fitting model to feature number 552, F579
2023-10-15 22:30:06.74824 INFO::Fitting model to feature number 553, F580
2023-10-15 22:30:06.751712 INFO::Fitting model to feature number 554, F581
2023-10-15 22:30:06.755177 INFO::Fitting model to feature number 555, F582
2023-10-15 22:30:06.758711 INFO::Fitting model to feature number 556, F583
2023-10-15 22:30:06.762148 INFO::Fitting model to feature number 557, F584
2023-10-15 22:30:06.76559 INFO::Fitting model to feature number 558, F585
2023-10-15 22:30:06.769047 INFO::Fitting model to feature number 559, F586
2023-10-15 22:30:06.772509 INFO::Fitting model to feature number 560, F587
2023-10-15 22:30:06.775949 INFO::Fitting model to feature number 561, F588
2023-10-15 22:30:06.779408 INFO::Fitting model to feature number 562, F589
2023-10-15 22:30:06.782891 INFO::Fitting model to feature number 563, F590
2023-10-15 22:30:06.786317 INFO::Fitting model to feature number 564, F591
2023-10-15 22:30:06.789771 INFO::Fitting model to feature number 565, F592
2023-10-15 22:30:06.793274 INFO::Fitting model to feature number 566, F593
2023-10-15 22:30:06.796755 INFO::Fitting model to feature number 567, F594
2023-10-15 22:30:06.800195 INFO::Fitting model to feature number 568, F595
2023-10-15 22:30:06.80371 INFO::Fitting model to feature number 569, F596
2023-10-15 22:30:06.807147 INFO::Fitting model to feature number 570, F597
2023-10-15 22:30:06.810598 INFO::Fitting model to feature number 571, F598
2023-10-15 22:30:06.814074 INFO::Fitting model to feature number 572, F599
2023-10-15 22:30:06.8176 INFO::Fitting model to feature number 573, F600
2023-10-15 22:30:06.821085 INFO::Fitting model to feature number 574, F601
2023-10-15 22:30:06.824507 INFO::Fitting model to feature number 575, F602
2023-10-15 22:30:06.828013 INFO::Fitting model to feature number 576, F603
2023-10-15 22:30:06.831447 INFO::Fitting model to feature number 577, F605
2023-10-15 22:30:06.834855 INFO::Fitting model to feature number 578, F606
2023-10-15 22:30:06.838243 INFO::Fitting model to feature number 579, F607
2023-10-15 22:30:06.841651 INFO::Fitting model to feature number 580, F608
2023-10-15 22:30:06.845062 INFO::Fitting model to feature number 581, F609
2023-10-15 22:30:06.848457 INFO::Fitting model to feature number 582, F610
2023-10-15 22:30:06.851951 INFO::Fitting model to feature number 583, F611
2023-10-15 22:30:06.855298 INFO::Fitting model to feature number 584, F612
2023-10-15 22:30:06.858705 INFO::Fitting model to feature number 585, F613
2023-10-15 22:30:06.8621 INFO::Fitting model to feature number 586, F614
2023-10-15 22:30:06.865536 INFO::Fitting model to feature number 587, F615
2023-10-15 22:30:06.868953 INFO::Fitting model to feature number 588, F616
2023-10-15 22:30:06.872384 INFO::Fitting model to feature number 589, F617
2023-10-15 22:30:06.875838 INFO::Fitting model to feature number 590, F618
2023-10-15 22:30:06.879271 INFO::Fitting model to feature number 591, F619
2023-10-15 22:30:06.882713 INFO::Fitting model to feature number 592, F620
2023-10-15 22:30:06.886128 INFO::Fitting model to feature number 593, F621
2023-10-15 22:30:06.889534 INFO::Fitting model to feature number 594, F622
2023-10-15 22:30:06.892938 INFO::Fitting model to feature number 595, F623
2023-10-15 22:30:06.896331 INFO::Fitting model to feature number 596, F624
2023-10-15 22:30:06.899843 INFO::Fitting model to feature number 597, F625
2023-10-15 22:30:06.9033 INFO::Fitting model to feature number 598, F626
2023-10-15 22:30:06.906717 INFO::Fitting model to feature number 599, F627
2023-10-15 22:30:06.910114 INFO::Fitting model to feature number 600, F628
2023-10-15 22:30:06.913531 INFO::Fitting model to feature number 601, F629
2023-10-15 22:30:06.916951 INFO::Fitting model to feature number 602, F630
2023-10-15 22:30:06.920399 INFO::Fitting model to feature number 603, F631
2023-10-15 22:30:06.923911 INFO::Fitting model to feature number 604, F632
2023-10-15 22:30:06.927375 INFO::Fitting model to feature number 605, F633
2023-10-15 22:30:06.930858 INFO::Fitting model to feature number 606, F634
2023-10-15 22:30:06.934253 INFO::Fitting model to feature number 607, F635
2023-10-15 22:30:06.937706 INFO::Fitting model to feature number 608, F636
2023-10-15 22:30:06.941156 INFO::Fitting model to feature number 609, F637
2023-10-15 22:30:06.944683 INFO::Fitting model to feature number 610, F638
2023-10-15 22:30:06.948113 INFO::Fitting model to feature number 611, F639
2023-10-15 22:30:06.951546 INFO::Fitting model to feature number 612, F640
2023-10-15 22:30:06.954976 INFO::Fitting model to feature number 613, F641
2023-10-15 22:30:06.958357 INFO::Fitting model to feature number 614, F642
2023-10-15 22:30:06.961747 INFO::Fitting model to feature number 615, F643
2023-10-15 22:30:06.965145 INFO::Fitting model to feature number 616, F644
2023-10-15 22:30:06.968623 INFO::Fitting model to feature number 617, F645
2023-10-15 22:30:06.972035 INFO::Fitting model to feature number 618, F646
2023-10-15 22:30:06.975461 INFO::Fitting model to feature number 619, F647
2023-10-15 22:30:06.978869 INFO::Fitting model to feature number 620, F648
2023-10-15 22:30:06.982247 INFO::Fitting model to feature number 621, F649
2023-10-15 22:30:06.985658 INFO::Fitting model to feature number 622, F650
2023-10-15 22:30:06.989076 INFO::Fitting model to feature number 623, F651
2023-10-15 22:30:06.992617 INFO::Fitting model to feature number 624, F652
2023-10-15 22:30:06.996063 INFO::Fitting model to feature number 625, F653
2023-10-15 22:30:06.999523 INFO::Fitting model to feature number 626, F654
2023-10-15 22:30:07.00296 INFO::Fitting model to feature number 627, F655
2023-10-15 22:30:07.006388 INFO::Fitting model to feature number 628, F656
2023-10-15 22:30:07.009856 INFO::Fitting model to feature number 629, F657
2023-10-15 22:30:07.01325 INFO::Fitting model to feature number 630, F658
2023-10-15 22:30:07.016818 INFO::Fitting model to feature number 631, F659
2023-10-15 22:30:07.02028 INFO::Fitting model to feature number 632, F660
2023-10-15 22:30:07.023731 INFO::Fitting model to feature number 633, F661
2023-10-15 22:30:07.027205 INFO::Fitting model to feature number 634, F662
2023-10-15 22:30:07.030704 INFO::Fitting model to feature number 635, F663
2023-10-15 22:30:07.03425 INFO::Fitting model to feature number 636, F664
2023-10-15 22:30:07.037812 INFO::Fitting model to feature number 637, F665
2023-10-15 22:30:07.041497 INFO::Fitting model to feature number 638, F666
2023-10-15 22:30:07.045073 INFO::Fitting model to feature number 639, F667
2023-10-15 22:30:07.048643 INFO::Fitting model to feature number 640, F668
2023-10-15 22:30:07.052138 INFO::Fitting model to feature number 641, F669
2023-10-15 22:30:07.055741 INFO::Fitting model to feature number 642, F670
2023-10-15 22:30:07.059265 INFO::Fitting model to feature number 643, F671
2023-10-15 22:30:07.062818 INFO::Fitting model to feature number 644, F672
2023-10-15 22:30:07.066432 INFO::Fitting model to feature number 645, F673
2023-10-15 22:30:07.070028 INFO::Fitting model to feature number 646, F674
2023-10-15 22:30:07.073622 INFO::Fitting model to feature number 647, F675
2023-10-15 22:30:07.077215 INFO::Fitting model to feature number 648, F676
2023-10-15 22:30:07.080876 INFO::Fitting model to feature number 649, F677
2023-10-15 22:30:07.084495 INFO::Fitting model to feature number 650, F678
2023-10-15 22:30:07.08816 INFO::Fitting model to feature number 651, F679
2023-10-15 22:30:07.091633 INFO::Fitting model to feature number 652, F680
2023-10-15 22:30:07.095103 INFO::Fitting model to feature number 653, F681
2023-10-15 22:30:07.098529 INFO::Fitting model to feature number 654, F682
2023-10-15 22:30:07.101967 INFO::Fitting model to feature number 655, F683
2023-10-15 22:30:07.10544 INFO::Fitting model to feature number 656, F684
2023-10-15 22:30:07.108853 INFO::Fitting model to feature number 657, F685
2023-10-15 22:30:07.112369 INFO::Fitting model to feature number 658, F686
2023-10-15 22:30:07.115811 INFO::Fitting model to feature number 659, F687
2023-10-15 22:30:07.119279 INFO::Fitting model to feature number 660, F688
2023-10-15 22:30:07.122828 INFO::Fitting model to feature number 661, F689
2023-10-15 22:30:07.126444 INFO::Fitting model to feature number 662, F690
2023-10-15 22:30:07.129996 INFO::Fitting model to feature number 663, F691
2023-10-15 22:30:07.133543 INFO::Fitting model to feature number 664, F692
2023-10-15 22:30:07.137236 INFO::Fitting model to feature number 665, F693
2023-10-15 22:30:07.140829 INFO::Fitting model to feature number 666, F694
2023-10-15 22:30:07.144401 INFO::Fitting model to feature number 667, F695
2023-10-15 22:30:07.147955 INFO::Fitting model to feature number 668, F696
2023-10-15 22:30:07.151493 INFO::Fitting model to feature number 669, F697
2023-10-15 22:30:07.155033 INFO::Fitting model to feature number 670, F698
2023-10-15 22:30:07.158665 INFO::Fitting model to feature number 671, F699
2023-10-15 22:30:07.162305 INFO::Fitting model to feature number 672, F700
2023-10-15 22:30:07.165879 INFO::Fitting model to feature number 673, F701
2023-10-15 22:30:07.1694 INFO::Fitting model to feature number 674, F702
2023-10-15 22:30:07.172907 INFO::Fitting model to feature number 675, F704
2023-10-15 22:30:07.176388 INFO::Fitting model to feature number 676, F705
2023-10-15 22:30:07.179831 INFO::Fitting model to feature number 677, F706
2023-10-15 22:30:07.183227 INFO::Fitting model to feature number 678, F707
2023-10-15 22:30:07.186768 INFO::Fitting model to feature number 679, F708
2023-10-15 22:30:07.190241 INFO::Fitting model to feature number 680, F709
2023-10-15 22:30:07.193709 INFO::Fitting model to feature number 681, F710
2023-10-15 22:30:07.19717 INFO::Fitting model to feature number 682, F711
2023-10-15 22:30:07.200631 INFO::Fitting model to feature number 683, F712
2023-10-15 22:30:07.204103 INFO::Fitting model to feature number 684, F713
2023-10-15 22:30:07.207543 INFO::Fitting model to feature number 685, F714
2023-10-15 22:30:07.211075 INFO::Fitting model to feature number 686, F715
2023-10-15 22:30:07.21452 INFO::Fitting model to feature number 687, F716
2023-10-15 22:30:07.21799 INFO::Fitting model to feature number 688, F717
2023-10-15 22:30:07.221494 INFO::Fitting model to feature number 689, F718
2023-10-15 22:30:07.225009 INFO::Fitting model to feature number 690, F719
2023-10-15 22:30:07.228522 INFO::Fitting model to feature number 691, F720
2023-10-15 22:30:07.232157 INFO::Fitting model to feature number 692, F721
2023-10-15 22:30:07.235641 INFO::Fitting model to feature number 693, F722
2023-10-15 22:30:07.23912 INFO::Fitting model to feature number 694, F723
2023-10-15 22:30:07.242714 INFO::Fitting model to feature number 695, F724
2023-10-15 22:30:07.246324 INFO::Fitting model to feature number 696, F725
2023-10-15 22:30:07.249929 INFO::Fitting model to feature number 697, F726
2023-10-15 22:30:07.253455 INFO::Fitting model to feature number 698, F727
2023-10-15 22:30:07.25704 INFO::Fitting model to feature number 699, F728
2023-10-15 22:30:07.260569 INFO::Fitting model to feature number 700, F729
2023-10-15 22:30:07.264043 INFO::Fitting model to feature number 701, F730
2023-10-15 22:30:07.267639 INFO::Fitting model to feature number 702, F731
2023-10-15 22:30:07.27117 INFO::Fitting model to feature number 703, F732
2023-10-15 22:30:07.290366 INFO::Fitting model to feature number 704, F733
2023-10-15 22:30:07.294489 INFO::Fitting model to feature number 705, F734
2023-10-15 22:30:07.298612 INFO::Fitting model to feature number 706, F735
2023-10-15 22:30:07.302475 INFO::Fitting model to feature number 707, F736
2023-10-15 22:30:07.306324 INFO::Fitting model to feature number 708, F737
2023-10-15 22:30:07.310123 INFO::Fitting model to feature number 709, F739
2023-10-15 22:30:07.313895 INFO::Fitting model to feature number 710, F740
2023-10-15 22:30:07.317633 INFO::Fitting model to feature number 711, F741
2023-10-15 22:30:07.321388 INFO::Fitting model to feature number 712, F742
2023-10-15 22:30:07.32521 INFO::Fitting model to feature number 713, F743
2023-10-15 22:30:07.328866 INFO::Fitting model to feature number 714, F744
2023-10-15 22:30:07.332438 INFO::Fitting model to feature number 715, F745
2023-10-15 22:30:07.336115 INFO::Fitting model to feature number 716, F746
2023-10-15 22:30:07.339689 INFO::Fitting model to feature number 717, F747
2023-10-15 22:30:07.343217 INFO::Fitting model to feature number 718, F748
2023-10-15 22:30:07.346734 INFO::Fitting model to feature number 719, F749
2023-10-15 22:30:07.350278 INFO::Fitting model to feature number 720, F750
2023-10-15 22:30:07.353759 INFO::Fitting model to feature number 721, F751
2023-10-15 22:30:07.357223 INFO::Fitting model to feature number 722, F752
2023-10-15 22:30:07.360678 INFO::Fitting model to feature number 723, F753
2023-10-15 22:30:07.364163 INFO::Fitting model to feature number 724, F754
2023-10-15 22:30:07.36762 INFO::Fitting model to feature number 725, F755
2023-10-15 22:30:07.371063 INFO::Fitting model to feature number 726, F756
2023-10-15 22:30:07.374598 INFO::Fitting model to feature number 727, F757
2023-10-15 22:30:07.37795 INFO::Fitting model to feature number 728, F758
2023-10-15 22:30:07.381382 INFO::Fitting model to feature number 729, F759
2023-10-15 22:30:07.384838 INFO::Fitting model to feature number 730, F760
2023-10-15 22:30:07.388294 INFO::Fitting model to feature number 731, F761
2023-10-15 22:30:07.391744 INFO::Fitting model to feature number 732, F762
2023-10-15 22:30:07.395233 INFO::Fitting model to feature number 733, F763
2023-10-15 22:30:07.398714 INFO::Fitting model to feature number 734, F764
2023-10-15 22:30:07.402132 INFO::Fitting model to feature number 735, F765
2023-10-15 22:30:07.40555 INFO::Fitting model to feature number 736, F766
2023-10-15 22:30:07.408973 INFO::Fitting model to feature number 737, F767
2023-10-15 22:30:07.412402 INFO::Fitting model to feature number 738, F768
2023-10-15 22:30:07.415831 INFO::Fitting model to feature number 739, F769
2023-10-15 22:30:07.419338 INFO::Fitting model to feature number 740, F770
2023-10-15 22:30:07.422778 INFO::Fitting model to feature number 741, F771
2023-10-15 22:30:07.42623 INFO::Fitting model to feature number 742, F772
2023-10-15 22:30:07.429713 INFO::Fitting model to feature number 743, F773
2023-10-15 22:30:07.433231 INFO::Fitting model to feature number 744, F774
2023-10-15 22:30:07.436673 INFO::Fitting model to feature number 745, F775
2023-10-15 22:30:07.440129 INFO::Fitting model to feature number 746, F776
2023-10-15 22:30:07.443661 INFO::Fitting model to feature number 747, F777
2023-10-15 22:30:07.447099 INFO::Fitting model to feature number 748, F778
2023-10-15 22:30:07.4505 INFO::Fitting model to feature number 749, F779
2023-10-15 22:30:07.453929 INFO::Fitting model to feature number 750, F780
2023-10-15 22:30:07.457346 INFO::Fitting model to feature number 751, F781
2023-10-15 22:30:07.460772 INFO::Fitting model to feature number 752, F782
2023-10-15 22:30:07.464199 INFO::Fitting model to feature number 753, F783
2023-10-15 22:30:07.467745 INFO::Fitting model to feature number 754, F784
2023-10-15 22:30:07.471163 INFO::Fitting model to feature number 755, F785
2023-10-15 22:30:07.474582 INFO::Fitting model to feature number 756, F786
2023-10-15 22:30:07.477972 INFO::Fitting model to feature number 757, F787
2023-10-15 22:30:07.481397 INFO::Fitting model to feature number 758, F788
2023-10-15 22:30:07.484833 INFO::Fitting model to feature number 759, F789
2023-10-15 22:30:07.488195 INFO::Fitting model to feature number 760, F790
2023-10-15 22:30:07.491688 INFO::Fitting model to feature number 761, F791
2023-10-15 22:30:07.495195 INFO::Fitting model to feature number 762, F792
2023-10-15 22:30:07.498688 INFO::Fitting model to feature number 763, F793
2023-10-15 22:30:07.502153 INFO::Fitting model to feature number 764, F794
2023-10-15 22:30:07.505636 INFO::Fitting model to feature number 765, F795
2023-10-15 22:30:07.509181 INFO::Fitting model to feature number 766, F796
2023-10-15 22:30:07.51271 INFO::Fitting model to feature number 767, F797
2023-10-15 22:30:07.516283 INFO::Fitting model to feature number 768, F798
2023-10-15 22:30:07.519773 INFO::Fitting model to feature number 769, F799
2023-10-15 22:30:07.523226 INFO::Fitting model to feature number 770, F800
2023-10-15 22:30:07.526638 INFO::Fitting model to feature number 771, F801
2023-10-15 22:30:07.53001 INFO::Fitting model to feature number 772, F802
2023-10-15 22:30:07.533403 INFO::Fitting model to feature number 773, F803
2023-10-15 22:30:07.536894 INFO::Fitting model to feature number 774, F804
2023-10-15 22:30:07.540338 INFO::Fitting model to feature number 775, F805
2023-10-15 22:30:07.543762 INFO::Fitting model to feature number 776, F806
2023-10-15 22:30:07.54718 INFO::Fitting model to feature number 777, F808
2023-10-15 22:30:07.550606 INFO::Fitting model to feature number 778, F809
2023-10-15 22:30:07.554044 INFO::Fitting model to feature number 779, F810
2023-10-15 22:30:07.557425 INFO::Fitting model to feature number 780, F811
2023-10-15 22:30:07.560839 INFO::Fitting model to feature number 781, F812
2023-10-15 22:30:07.56423 INFO::Fitting model to feature number 782, F813
2023-10-15 22:30:07.567662 INFO::Fitting model to feature number 783, F814
2023-10-15 22:30:07.571115 INFO::Fitting model to feature number 784, F815
2023-10-15 22:30:07.574515 INFO::Fitting model to feature number 785, F816
2023-10-15 22:30:07.57794 INFO::Fitting model to feature number 786, F817
2023-10-15 22:30:07.581359 INFO::Fitting model to feature number 787, F818
2023-10-15 22:30:07.584805 INFO::Fitting model to feature number 788, F819
2023-10-15 22:30:07.588189 INFO::Fitting model to feature number 789, F820
2023-10-15 22:30:07.591571 INFO::Fitting model to feature number 790, F821
2023-10-15 22:30:07.594972 INFO::Fitting model to feature number 791, F822
2023-10-15 22:30:07.598367 INFO::Fitting model to feature number 792, F823
2023-10-15 22:30:07.601766 INFO::Fitting model to feature number 793, F824
2023-10-15 22:30:07.605175 INFO::Fitting model to feature number 794, F825
2023-10-15 22:30:07.608603 INFO::Fitting model to feature number 795, F826
2023-10-15 22:30:07.611995 INFO::Fitting model to feature number 796, F827
2023-10-15 22:30:07.61538 INFO::Fitting model to feature number 797, F828
2023-10-15 22:30:07.61877 INFO::Fitting model to feature number 798, F829
2023-10-15 22:30:07.622142 INFO::Fitting model to feature number 799, F830
2023-10-15 22:30:07.625518 INFO::Fitting model to feature number 800, F831
2023-10-15 22:30:07.628923 INFO::Fitting model to feature number 801, F832
2023-10-15 22:30:07.632373 INFO::Fitting model to feature number 802, F833
2023-10-15 22:30:07.635771 INFO::Fitting model to feature number 803, F834
2023-10-15 22:30:07.63919 INFO::Fitting model to feature number 804, F835
2023-10-15 22:30:07.642585 INFO::Fitting model to feature number 805, F836
2023-10-15 22:30:07.645967 INFO::Fitting model to feature number 806, F837
2023-10-15 22:30:07.64937 INFO::Fitting model to feature number 807, F838
2023-10-15 22:30:07.652777 INFO::Fitting model to feature number 808, F839
2023-10-15 22:30:07.656256 INFO::Fitting model to feature number 809, F840
2023-10-15 22:30:07.659584 INFO::Fitting model to feature number 810, F841
2023-10-15 22:30:07.662978 INFO::Fitting model to feature number 811, F842
2023-10-15 22:30:07.66638 INFO::Fitting model to feature number 812, F843
2023-10-15 22:30:07.66985 INFO::Fitting model to feature number 813, F844
2023-10-15 22:30:07.673264 INFO::Fitting model to feature number 814, F845
2023-10-15 22:30:07.676661 INFO::Fitting model to feature number 815, F846
2023-10-15 22:30:07.68008 INFO::Fitting model to feature number 816, F847
2023-10-15 22:30:07.683588 INFO::Fitting model to feature number 817, F848
2023-10-15 22:30:07.68707 INFO::Fitting model to feature number 818, F849
2023-10-15 22:30:07.690521 INFO::Fitting model to feature number 819, F850
2023-10-15 22:30:07.693957 INFO::Fitting model to feature number 820, F851
2023-10-15 22:30:07.697347 INFO::Fitting model to feature number 821, F852
2023-10-15 22:30:07.700771 INFO::Fitting model to feature number 822, F853
2023-10-15 22:30:07.704171 INFO::Fitting model to feature number 823, F854
2023-10-15 22:30:07.707573 INFO::Fitting model to feature number 824, F855
2023-10-15 22:30:07.710964 INFO::Fitting model to feature number 825, F856
2023-10-15 22:30:07.71433 INFO::Fitting model to feature number 826, F857
2023-10-15 22:30:07.717644 INFO::Fitting model to feature number 827, F858
2023-10-15 22:30:07.721056 INFO::Fitting model to feature number 828, F859
2023-10-15 22:30:07.724531 INFO::Fitting model to feature number 829, F860
2023-10-15 22:30:07.727946 INFO::Fitting model to feature number 830, F861
2023-10-15 22:30:07.731363 INFO::Fitting model to feature number 831, F862
2023-10-15 22:30:07.73476 INFO::Fitting model to feature number 832, F863
2023-10-15 22:30:07.738141 INFO::Fitting model to feature number 833, F864
2023-10-15 22:30:07.741551 INFO::Fitting model to feature number 834, F865
2023-10-15 22:30:07.744962 INFO::Fitting model to feature number 835, F866
2023-10-15 22:30:07.748408 INFO::Fitting model to feature number 836, F867
2023-10-15 22:30:07.751855 INFO::Fitting model to feature number 837, F868
2023-10-15 22:30:07.755304 INFO::Fitting model to feature number 838, F869
2023-10-15 22:30:07.758751 INFO::Fitting model to feature number 839, F870
2023-10-15 22:30:07.762213 INFO::Fitting model to feature number 840, F871
2023-10-15 22:30:07.765675 INFO::Fitting model to feature number 841, F872
2023-10-15 22:30:07.769089 INFO::Fitting model to feature number 842, F873
2023-10-15 22:30:07.772583 INFO::Fitting model to feature number 843, F874
2023-10-15 22:30:07.776062 INFO::Fitting model to feature number 844, F875
2023-10-15 22:30:07.779473 INFO::Fitting model to feature number 845, F876
2023-10-15 22:30:07.782931 INFO::Fitting model to feature number 846, F877
2023-10-15 22:30:07.78632 INFO::Fitting model to feature number 847, F878
2023-10-15 22:30:07.789762 INFO::Fitting model to feature number 848, F879
2023-10-15 22:30:07.793236 INFO::Fitting model to feature number 849, F880
2023-10-15 22:30:07.796762 INFO::Fitting model to feature number 850, F881
2023-10-15 22:30:07.800302 INFO::Fitting model to feature number 851, F882
2023-10-15 22:30:07.803876 INFO::Fitting model to feature number 852, F883
2023-10-15 22:30:07.807482 INFO::Fitting model to feature number 853, F884
2023-10-15 22:30:07.81106 INFO::Fitting model to feature number 854, F885
2023-10-15 22:30:07.814636 INFO::Fitting model to feature number 855, F886
2023-10-15 22:30:07.818174 INFO::Fitting model to feature number 856, F887
2023-10-15 22:30:07.821841 INFO::Fitting model to feature number 857, F888
2023-10-15 22:30:07.825432 INFO::Fitting model to feature number 858, F889
2023-10-15 22:30:07.828982 INFO::Fitting model to feature number 859, F890
2023-10-15 22:30:07.83253 INFO::Fitting model to feature number 860, F891
2023-10-15 22:30:07.836059 INFO::Fitting model to feature number 861, F892
2023-10-15 22:30:07.839624 INFO::Fitting model to feature number 862, F893
2023-10-15 22:30:07.843231 INFO::Fitting model to feature number 863, F894
2023-10-15 22:30:07.846734 INFO::Fitting model to feature number 864, F895
2023-10-15 22:30:07.850212 INFO::Fitting model to feature number 865, F896
2023-10-15 22:30:07.853626 INFO::Fitting model to feature number 866, F897
2023-10-15 22:30:07.857101 INFO::Fitting model to feature number 867, F898
2023-10-15 22:30:07.860591 INFO::Fitting model to feature number 868, F899
2023-10-15 22:30:07.864067 INFO::Fitting model to feature number 869, F900
2023-10-15 22:30:08.028784 INFO::Counting total values for each feature
2023-10-15 22:30:08.144418 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv
2023-10-15 22:30:08.289888 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv
2023-10-15 22:30:08.43502 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv
2023-10-15 22:30:08.580064 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds
2023-10-15 22:30:08.628631 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds
2023-10-15 22:30:08.669976 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv
2023-10-15 22:30:08.691824 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
2023-10-15 22:30:08.70212 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"
2023-10-15 22:30:13.009043 INFO::Writing function arguments to log file
2023-10-15 22:30:13.015367 INFO::Verifying options selected are valid
2023-10-15 22:30:13.016389 INFO::Determining format of input files
2023-10-15 22:30:13.017489 INFO::Input format is data samples as columns and metadata samples as rows
2023-10-15 22:30:13.033713 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics
2023-10-15 22:30:13.035285 INFO::Filter data based on min abundance and min prevalence
2023-10-15 22:30:13.036186 INFO::Total samples in data: 102
2023-10-15 22:30:13.037012 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2023-10-15 22:30:13.049136 INFO::Total filtered features: 0
2023-10-15 22:30:13.050317 INFO::Filtered feature names from abundance and prevalence filtering:
2023-10-15 22:30:13.070177 INFO::Total filtered features with variance filtering: 0
2023-10-15 22:30:13.071452 INFO::Filtered feature names from variance filtering:
2023-10-15 22:30:13.072335 INFO::Running selected normalization method: NONE
2023-10-15 22:30:13.073176 INFO::Applying z-score to standardize continuous metadata
2023-10-15 22:30:13.081415 INFO::Running selected transform method: NONE
2023-10-15 22:30:13.082401 INFO::Running selected analysis method: LM
2023-10-15 22:30:13.083389 INFO::Fitting model to feature number 1, F1
2023-10-15 22:30:13.08764 INFO::Fitting model to feature number 2, F2
2023-10-15 22:30:13.091593 INFO::Fitting model to feature number 3, F3
2023-10-15 22:30:13.095539 INFO::Fitting model to feature number 4, F4
2023-10-15 22:30:13.099389 INFO::Fitting model to feature number 5, F5
2023-10-15 22:30:13.103221 INFO::Fitting model to feature number 6, F6
2023-10-15 22:30:13.107087 INFO::Fitting model to feature number 7, F7
2023-10-15 22:30:13.110942 INFO::Fitting model to feature number 8, F8
2023-10-15 22:30:13.11474 INFO::Fitting model to feature number 9, F9
2023-10-15 22:30:13.118539 INFO::Fitting model to feature number 10, F10
2023-10-15 22:30:13.122346 INFO::Fitting model to feature number 11, F11
2023-10-15 22:30:13.126135 INFO::Fitting model to feature number 12, F12
2023-10-15 22:30:13.129911 INFO::Fitting model to feature number 13, F13
2023-10-15 22:30:13.133693 INFO::Fitting model to feature number 14, F14
2023-10-15 22:30:13.137497 INFO::Fitting model to feature number 15, F15
2023-10-15 22:30:13.141371 INFO::Fitting model to feature number 16, F16
2023-10-15 22:30:13.145284 INFO::Fitting model to feature number 17, F17
2023-10-15 22:30:13.149236 INFO::Fitting model to feature number 18, F18
2023-10-15 22:30:13.168667 INFO::Fitting model to feature number 19, F19
2023-10-15 22:30:13.173923 INFO::Fitting model to feature number 20, F20
2023-10-15 22:30:13.178607 INFO::Fitting model to feature number 21, F21
2023-10-15 22:30:13.183168 INFO::Fitting model to feature number 22, F22
2023-10-15 22:30:13.18776 INFO::Fitting model to feature number 23, F23
2023-10-15 22:30:13.192065 INFO::Fitting model to feature number 24, F24
2023-10-15 22:30:13.196193 INFO::Fitting model to feature number 25, F25
2023-10-15 22:30:13.200265 INFO::Fitting model to feature number 26, F26
2023-10-15 22:30:13.20447 INFO::Fitting model to feature number 27, F27
2023-10-15 22:30:13.208571 INFO::Fitting model to feature number 28, F28
2023-10-15 22:30:13.212438 INFO::Fitting model to feature number 29, F29
2023-10-15 22:30:13.216405 INFO::Fitting model to feature number 30, F30
2023-10-15 22:30:13.220287 INFO::Fitting model to feature number 31, F31
2023-10-15 22:30:13.224209 INFO::Fitting model to feature number 32, F32
2023-10-15 22:30:13.228214 INFO::Fitting model to feature number 33, F33
2023-10-15 22:30:13.232362 INFO::Fitting model to feature number 34, F34
2023-10-15 22:30:13.236268 INFO::Fitting model to feature number 35, F35
2023-10-15 22:30:13.240129 INFO::Fitting model to feature number 36, F36
2023-10-15 22:30:13.244126 INFO::Fitting model to feature number 37, F37
2023-10-15 22:30:13.24806 INFO::Fitting model to feature number 38, F38
2023-10-15 22:30:13.251959 INFO::Fitting model to feature number 39, F39
2023-10-15 22:30:13.255819 INFO::Fitting model to feature number 40, F40
2023-10-15 22:30:13.259616 INFO::Fitting model to feature number 41, F41
2023-10-15 22:30:13.263554 INFO::Fitting model to feature number 42, F43
2023-10-15 22:30:13.267315 INFO::Fitting model to feature number 43, F44
2023-10-15 22:30:13.271078 INFO::Fitting model to feature number 44, F45
2023-10-15 22:30:13.274918 INFO::Fitting model to feature number 45, F46
2023-10-15 22:30:13.278733 INFO::Fitting model to feature number 46, F47
2023-10-15 22:30:13.282475 INFO::Fitting model to feature number 47, F48
2023-10-15 22:30:13.28625 INFO::Fitting model to feature number 48, F49
2023-10-15 22:30:13.289973 INFO::Fitting model to feature number 49, F50
2023-10-15 22:30:13.293669 INFO::Fitting model to feature number 50, F51
2023-10-15 22:30:13.2974 INFO::Fitting model to feature number 51, F52
2023-10-15 22:30:13.301134 INFO::Fitting model to feature number 52, F53
2023-10-15 22:30:13.30488 INFO::Fitting model to feature number 53, F54
2023-10-15 22:30:13.308615 INFO::Fitting model to feature number 54, F55
2023-10-15 22:30:13.312337 INFO::Fitting model to feature number 55, F56
2023-10-15 22:30:13.316074 INFO::Fitting model to feature number 56, F57
2023-10-15 22:30:13.319951 INFO::Fitting model to feature number 57, F58
2023-10-15 22:30:13.32375 INFO::Fitting model to feature number 58, F59
2023-10-15 22:30:13.327663 INFO::Fitting model to feature number 59, F60
2023-10-15 22:30:13.331536 INFO::Fitting model to feature number 60, F63
2023-10-15 22:30:13.335377 INFO::Fitting model to feature number 61, F64
2023-10-15 22:30:13.33928 INFO::Fitting model to feature number 62, F65
2023-10-15 22:30:13.343137 INFO::Fitting model to feature number 63, F66
2023-10-15 22:30:13.346869 INFO::Fitting model to feature number 64, F67
2023-10-15 22:30:13.350607 INFO::Fitting model to feature number 65, F68
2023-10-15 22:30:13.354285 INFO::Fitting model to feature number 66, F69
2023-10-15 22:30:13.357908 INFO::Fitting model to feature number 67, F70
2023-10-15 22:30:13.361546 INFO::Fitting model to feature number 68, F71
2023-10-15 22:30:13.365164 INFO::Fitting model to feature number 69, F72
2023-10-15 22:30:13.368775 INFO::Fitting model to feature number 70, F73
2023-10-15 22:30:13.372375 INFO::Fitting model to feature number 71, F74
2023-10-15 22:30:13.375928 INFO::Fitting model to feature number 72, F76
2023-10-15 22:30:13.379468 INFO::Fitting model to feature number 73, F77
2023-10-15 22:30:13.383001 INFO::Fitting model to feature number 74, F78
2023-10-15 22:30:13.386579 INFO::Fitting model to feature number 75, F79
2023-10-15 22:30:13.39024 INFO::Fitting model to feature number 76, F80
2023-10-15 22:30:13.393858 INFO::Fitting model to feature number 77, F81
2023-10-15 22:30:13.397433 INFO::Fitting model to feature number 78, F82
2023-10-15 22:30:13.400956 INFO::Fitting model to feature number 79, F83
2023-10-15 22:30:13.404507 INFO::Fitting model to feature number 80, F84
2023-10-15 22:30:13.408031 INFO::Fitting model to feature number 81, F85
2023-10-15 22:30:13.411614 INFO::Fitting model to feature number 82, F86
2023-10-15 22:30:13.415216 INFO::Fitting model to feature number 83, F87
2023-10-15 22:30:13.418741 INFO::Fitting model to feature number 84, F88
2023-10-15 22:30:13.422265 INFO::Fitting model to feature number 85, F89
2023-10-15 22:30:13.425817 INFO::Fitting model to feature number 86, F90
2023-10-15 22:30:13.429323 INFO::Fitting model to feature number 87, F91
2023-10-15 22:30:13.432765 INFO::Fitting model to feature number 88, F92
2023-10-15 22:30:13.436182 INFO::Fitting model to feature number 89, F93
2023-10-15 22:30:13.439633 INFO::Fitting model to feature number 90, F94
2023-10-15 22:30:13.443056 INFO::Fitting model to feature number 91, F95
2023-10-15 22:30:13.446456 INFO::Fitting model to feature number 92, F96
2023-10-15 22:30:13.449886 INFO::Fitting model to feature number 93, F97
2023-10-15 22:30:13.453299 INFO::Fitting model to feature number 94, F98
2023-10-15 22:30:13.456722 INFO::Fitting model to feature number 95, F99
2023-10-15 22:30:13.460096 INFO::Fitting model to feature number 96, F100
2023-10-15 22:30:13.463506 INFO::Fitting model to feature number 97, F101
2023-10-15 22:30:13.466902 INFO::Fitting model to feature number 98, F102
2023-10-15 22:30:13.470278 INFO::Fitting model to feature number 99, F103
2023-10-15 22:30:13.473676 INFO::Fitting model to feature number 100, F104
2023-10-15 22:30:13.477079 INFO::Fitting model to feature number 101, F105
2023-10-15 22:30:13.480484 INFO::Fitting model to feature number 102, F106
2023-10-15 22:30:13.48389 INFO::Fitting model to feature number 103, F107
2023-10-15 22:30:13.487338 INFO::Fitting model to feature number 104, F108
2023-10-15 22:30:13.490777 INFO::Fitting model to feature number 105, F109
2023-10-15 22:30:13.494161 INFO::Fitting model to feature number 106, F110
2023-10-15 22:30:13.497554 INFO::Fitting model to feature number 107, F111
2023-10-15 22:30:13.500926 INFO::Fitting model to feature number 108, F112
2023-10-15 22:30:13.504306 INFO::Fitting model to feature number 109, F113
2023-10-15 22:30:13.507633 INFO::Fitting model to feature number 110, F114
2023-10-15 22:30:13.511038 INFO::Fitting model to feature number 111, F115
2023-10-15 22:30:13.514396 INFO::Fitting model to feature number 112, F117
2023-10-15 22:30:13.51778 INFO::Fitting model to feature number 113, F118
2023-10-15 22:30:13.521172 INFO::Fitting model to feature number 114, F119
2023-10-15 22:30:13.524596 INFO::Fitting model to feature number 115, F120
2023-10-15 22:30:13.52803 INFO::Fitting model to feature number 116, F121
2023-10-15 22:30:13.531466 INFO::Fitting model to feature number 117, F122
2023-10-15 22:30:13.534899 INFO::Fitting model to feature number 118, F123
2023-10-15 22:30:13.538335 INFO::Fitting model to feature number 119, F124
2023-10-15 22:30:13.541736 INFO::Fitting model to feature number 120, F125
2023-10-15 22:30:13.545172 INFO::Fitting model to feature number 121, F126
2023-10-15 22:30:13.54864 INFO::Fitting model to feature number 122, F127
2023-10-15 22:30:13.552137 INFO::Fitting model to feature number 123, F128
2023-10-15 22:30:13.555626 INFO::Fitting model to feature number 124, F129
2023-10-15 22:30:13.559225 INFO::Fitting model to feature number 125, F130
2023-10-15 22:30:13.562753 INFO::Fitting model to feature number 126, F131
2023-10-15 22:30:13.566293 INFO::Fitting model to feature number 127, F132
2023-10-15 22:30:13.569857 INFO::Fitting model to feature number 128, F133
2023-10-15 22:30:13.573489 INFO::Fitting model to feature number 129, F134
2023-10-15 22:30:13.577034 INFO::Fitting model to feature number 130, F135
2023-10-15 22:30:13.580643 INFO::Fitting model to feature number 131, F136
2023-10-15 22:30:13.584227 INFO::Fitting model to feature number 132, F137
2023-10-15 22:30:13.587795 INFO::Fitting model to feature number 133, F138
2023-10-15 22:30:13.59135 INFO::Fitting model to feature number 134, F139
2023-10-15 22:30:13.594948 INFO::Fitting model to feature number 135, F140
2023-10-15 22:30:13.598473 INFO::Fitting model to feature number 136, F141
2023-10-15 22:30:13.601995 INFO::Fitting model to feature number 137, F142
2023-10-15 22:30:13.605576 INFO::Fitting model to feature number 138, F143
2023-10-15 22:30:13.609125 INFO::Fitting model to feature number 139, F144
2023-10-15 22:30:13.612687 INFO::Fitting model to feature number 140, F145
2023-10-15 22:30:13.61624 INFO::Fitting model to feature number 141, F146
2023-10-15 22:30:13.619809 INFO::Fitting model to feature number 142, F147
2023-10-15 22:30:13.623362 INFO::Fitting model to feature number 143, F148
2023-10-15 22:30:13.62695 INFO::Fitting model to feature number 144, F149
2023-10-15 22:30:13.630599 INFO::Fitting model to feature number 145, F150
2023-10-15 22:30:13.634189 INFO::Fitting model to feature number 146, F152
2023-10-15 22:30:13.637845 INFO::Fitting model to feature number 147, F153
2023-10-15 22:30:13.641501 INFO::Fitting model to feature number 148, F154
2023-10-15 22:30:13.645156 INFO::Fitting model to feature number 149, F155
2023-10-15 22:30:13.64876 INFO::Fitting model to feature number 150, F156
2023-10-15 22:30:13.652433 INFO::Fitting model to feature number 151, F157
2023-10-15 22:30:13.656425 INFO::Fitting model to feature number 152, F158
2023-10-15 22:30:13.660331 INFO::Fitting model to feature number 153, F159
2023-10-15 22:30:13.664251 INFO::Fitting model to feature number 154, F160
2023-10-15 22:30:13.668033 INFO::Fitting model to feature number 155, F161
2023-10-15 22:30:13.671915 INFO::Fitting model to feature number 156, F162
2023-10-15 22:30:13.675671 INFO::Fitting model to feature number 157, F163
2023-10-15 22:30:13.679369 INFO::Fitting model to feature number 158, F164
2023-10-15 22:30:13.683016 INFO::Fitting model to feature number 159, F165
2023-10-15 22:30:13.686593 INFO::Fitting model to feature number 160, F166
2023-10-15 22:30:13.690139 INFO::Fitting model to feature number 161, F167
2023-10-15 22:30:13.693695 INFO::Fitting model to feature number 162, F168
2023-10-15 22:30:13.697212 INFO::Fitting model to feature number 163, F169
2023-10-15 22:30:13.700815 INFO::Fitting model to feature number 164, F170
2023-10-15 22:30:13.704446 INFO::Fitting model to feature number 165, F171
2023-10-15 22:30:13.708136 INFO::Fitting model to feature number 166, F172
2023-10-15 22:30:13.711779 INFO::Fitting model to feature number 167, F173
2023-10-15 22:30:13.715518 INFO::Fitting model to feature number 168, F174
2023-10-15 22:30:13.719303 INFO::Fitting model to feature number 169, F175
2023-10-15 22:30:13.723013 INFO::Fitting model to feature number 170, F176
2023-10-15 22:30:13.726633 INFO::Fitting model to feature number 171, F177
2023-10-15 22:30:13.730274 INFO::Fitting model to feature number 172, F178
2023-10-15 22:30:13.733881 INFO::Fitting model to feature number 173, F179
2023-10-15 22:30:13.737456 INFO::Fitting model to feature number 174, F180
2023-10-15 22:30:13.741074 INFO::Fitting model to feature number 175, F181
2023-10-15 22:30:13.744623 INFO::Fitting model to feature number 176, F182
2023-10-15 22:30:13.748221 INFO::Fitting model to feature number 177, F183
2023-10-15 22:30:13.751822 INFO::Fitting model to feature number 178, F184
2023-10-15 22:30:13.755351 INFO::Fitting model to feature number 179, F185
2023-10-15 22:30:13.758926 INFO::Fitting model to feature number 180, F186
2023-10-15 22:30:13.762496 INFO::Fitting model to feature number 181, F187
2023-10-15 22:30:13.766127 INFO::Fitting model to feature number 182, F188
2023-10-15 22:30:13.769717 INFO::Fitting model to feature number 183, F189
2023-10-15 22:30:13.773377 INFO::Fitting model to feature number 184, F190
2023-10-15 22:30:13.777055 INFO::Fitting model to feature number 185, F191
2023-10-15 22:30:13.780733 INFO::Fitting model to feature number 186, F192
2023-10-15 22:30:13.784415 INFO::Fitting model to feature number 187, F193
2023-10-15 22:30:13.788039 INFO::Fitting model to feature number 188, F194
2023-10-15 22:30:13.791672 INFO::Fitting model to feature number 189, F195
2023-10-15 22:30:13.820474 INFO::Fitting model to feature number 190, F196
2023-10-15 22:30:13.824967 INFO::Fitting model to feature number 191, F197
2023-10-15 22:30:13.829123 INFO::Fitting model to feature number 192, F198
2023-10-15 22:30:13.833086 INFO::Fitting model to feature number 193, F199
2023-10-15 22:30:13.83698 INFO::Fitting model to feature number 194, F200
2023-10-15 22:30:13.840832 INFO::Fitting model to feature number 195, F201
2023-10-15 22:30:13.844623 INFO::Fitting model to feature number 196, F202
2023-10-15 22:30:13.848334 INFO::Fitting model to feature number 197, F203
2023-10-15 22:30:13.851981 INFO::Fitting model to feature number 198, F204
2023-10-15 22:30:13.855705 INFO::Fitting model to feature number 199, F206
2023-10-15 22:30:13.859456 INFO::Fitting model to feature number 200, F207
2023-10-15 22:30:13.863139 INFO::Fitting model to feature number 201, F208
2023-10-15 22:30:13.866828 INFO::Fitting model to feature number 202, F209
2023-10-15 22:30:13.87048 INFO::Fitting model to feature number 203, F210
2023-10-15 22:30:13.874072 INFO::Fitting model to feature number 204, F211
2023-10-15 22:30:13.877686 INFO::Fitting model to feature number 205, F212
2023-10-15 22:30:13.881206 INFO::Fitting model to feature number 206, F213
2023-10-15 22:30:13.884813 INFO::Fitting model to feature number 207, F214
2023-10-15 22:30:13.888415 INFO::Fitting model to feature number 208, F215
2023-10-15 22:30:13.891915 INFO::Fitting model to feature number 209, F216
2023-10-15 22:30:13.895478 INFO::Fitting model to feature number 210, F217
2023-10-15 22:30:13.899069 INFO::Fitting model to feature number 211, F218
2023-10-15 22:30:13.902656 INFO::Fitting model to feature number 212, F219
2023-10-15 22:30:13.906259 INFO::Fitting model to feature number 213, F220
2023-10-15 22:30:13.90994 INFO::Fitting model to feature number 214, F221
2023-10-15 22:30:13.913549 INFO::Fitting model to feature number 215, F222
2023-10-15 22:30:13.917145 INFO::Fitting model to feature number 216, F223
2023-10-15 22:30:13.920713 INFO::Fitting model to feature number 217, F224
2023-10-15 22:30:13.92432 INFO::Fitting model to feature number 218, F225
2023-10-15 22:30:13.927933 INFO::Fitting model to feature number 219, F226
2023-10-15 22:30:13.931594 INFO::Fitting model to feature number 220, F227
2023-10-15 22:30:13.935275 INFO::Fitting model to feature number 221, F228
2023-10-15 22:30:13.938987 INFO::Fitting model to feature number 222, F229
2023-10-15 22:30:13.942742 INFO::Fitting model to feature number 223, F230
2023-10-15 22:30:13.946446 INFO::Fitting model to feature number 224, F231
2023-10-15 22:30:13.950159 INFO::Fitting model to feature number 225, F232
2023-10-15 22:30:13.953961 INFO::Fitting model to feature number 226, F233
2023-10-15 22:30:13.957889 INFO::Fitting model to feature number 227, F234
2023-10-15 22:30:13.961645 INFO::Fitting model to feature number 228, F235
2023-10-15 22:30:13.965303 INFO::Fitting model to feature number 229, F236
2023-10-15 22:30:13.968875 INFO::Fitting model to feature number 230, F237
2023-10-15 22:30:13.972521 INFO::Fitting model to feature number 231, F238
2023-10-15 22:30:13.976153 INFO::Fitting model to feature number 232, F239
2023-10-15 22:30:13.979817 INFO::Fitting model to feature number 233, F240
2023-10-15 22:30:13.983512 INFO::Fitting model to feature number 234, F241
2023-10-15 22:30:13.987146 INFO::Fitting model to feature number 235, F242
2023-10-15 22:30:13.990767 INFO::Fitting model to feature number 236, F243
2023-10-15 22:30:13.99432 INFO::Fitting model to feature number 237, F244
2023-10-15 22:30:13.997879 INFO::Fitting model to feature number 238, F245
2023-10-15 22:30:14.001406 INFO::Fitting model to feature number 239, F246
2023-10-15 22:30:14.004915 INFO::Fitting model to feature number 240, F247
2023-10-15 22:30:14.008463 INFO::Fitting model to feature number 241, F248
2023-10-15 22:30:14.011941 INFO::Fitting model to feature number 242, F249
2023-10-15 22:30:14.015439 INFO::Fitting model to feature number 243, F250
2023-10-15 22:30:14.01902 INFO::Fitting model to feature number 244, F252
2023-10-15 22:30:14.02262 INFO::Fitting model to feature number 245, F253
2023-10-15 22:30:14.026214 INFO::Fitting model to feature number 246, F254
2023-10-15 22:30:14.029821 INFO::Fitting model to feature number 247, F255
2023-10-15 22:30:14.033392 INFO::Fitting model to feature number 248, F256
2023-10-15 22:30:14.036886 INFO::Fitting model to feature number 249, F257
2023-10-15 22:30:14.040441 INFO::Fitting model to feature number 250, F259
2023-10-15 22:30:14.043988 INFO::Fitting model to feature number 251, F260
2023-10-15 22:30:14.047541 INFO::Fitting model to feature number 252, F261
2023-10-15 22:30:14.051114 INFO::Fitting model to feature number 253, F262
2023-10-15 22:30:14.054664 INFO::Fitting model to feature number 254, F263
2023-10-15 22:30:14.058159 INFO::Fitting model to feature number 255, F264
2023-10-15 22:30:14.061616 INFO::Fitting model to feature number 256, F265
2023-10-15 22:30:14.065099 INFO::Fitting model to feature number 257, F266
2023-10-15 22:30:14.068577 INFO::Fitting model to feature number 258, F267
2023-10-15 22:30:14.072107 INFO::Fitting model to feature number 259, F269
2023-10-15 22:30:14.075624 INFO::Fitting model to feature number 260, F270
2023-10-15 22:30:14.079186 INFO::Fitting model to feature number 261, F271
2023-10-15 22:30:14.082716 INFO::Fitting model to feature number 262, F272
2023-10-15 22:30:14.08623 INFO::Fitting model to feature number 263, F273
2023-10-15 22:30:14.08975 INFO::Fitting model to feature number 264, F274
2023-10-15 22:30:14.093228 INFO::Fitting model to feature number 265, F276
2023-10-15 22:30:14.09675 INFO::Fitting model to feature number 266, F277
2023-10-15 22:30:14.100262 INFO::Fitting model to feature number 267, F278
2023-10-15 22:30:14.103828 INFO::Fitting model to feature number 268, F279
2023-10-15 22:30:14.10734 INFO::Fitting model to feature number 269, F280
2023-10-15 22:30:14.110943 INFO::Fitting model to feature number 270, F281
2023-10-15 22:30:14.114545 INFO::Fitting model to feature number 271, F282
2023-10-15 22:30:14.118142 INFO::Fitting model to feature number 272, F283
2023-10-15 22:30:14.1217 INFO::Fitting model to feature number 273, F284
2023-10-15 22:30:14.125246 INFO::Fitting model to feature number 274, F285
2023-10-15 22:30:14.128864 INFO::Fitting model to feature number 275, F286
2023-10-15 22:30:14.132473 INFO::Fitting model to feature number 276, F287
2023-10-15 22:30:14.136097 INFO::Fitting model to feature number 277, F288
2023-10-15 22:30:14.139635 INFO::Fitting model to feature number 278, F289
2023-10-15 22:30:14.143164 INFO::Fitting model to feature number 279, F290
2023-10-15 22:30:14.146704 INFO::Fitting model to feature number 280, F292
2023-10-15 22:30:14.15028 INFO::Fitting model to feature number 281, F293
2023-10-15 22:30:14.153946 INFO::Fitting model to feature number 282, F294
2023-10-15 22:30:14.157499 INFO::Fitting model to feature number 283, F295
2023-10-15 22:30:14.161066 INFO::Fitting model to feature number 284, F296
2023-10-15 22:30:14.164586 INFO::Fitting model to feature number 285, F297
2023-10-15 22:30:14.168153 INFO::Fitting model to feature number 286, F298
2023-10-15 22:30:14.171724 INFO::Fitting model to feature number 287, F299
2023-10-15 22:30:14.175339 INFO::Fitting model to feature number 288, F300
2023-10-15 22:30:14.178998 INFO::Fitting model to feature number 289, F301
2023-10-15 22:30:14.182628 INFO::Fitting model to feature number 290, F302
2023-10-15 22:30:14.186246 INFO::Fitting model to feature number 291, F303
2023-10-15 22:30:14.189857 INFO::Fitting model to feature number 292, F304
2023-10-15 22:30:14.193482 INFO::Fitting model to feature number 293, F305
2023-10-15 22:30:14.197135 INFO::Fitting model to feature number 294, F306
2023-10-15 22:30:14.200884 INFO::Fitting model to feature number 295, F307
2023-10-15 22:30:14.204781 INFO::Fitting model to feature number 296, F308
2023-10-15 22:30:14.208452 INFO::Fitting model to feature number 297, F309
2023-10-15 22:30:14.212142 INFO::Fitting model to feature number 298, F310
2023-10-15 22:30:14.215796 INFO::Fitting model to feature number 299, F311
2023-10-15 22:30:14.219415 INFO::Fitting model to feature number 300, F312
2023-10-15 22:30:14.223052 INFO::Fitting model to feature number 301, F313
2023-10-15 22:30:14.226639 INFO::Fitting model to feature number 302, F315
2023-10-15 22:30:14.230141 INFO::Fitting model to feature number 303, F316
2023-10-15 22:30:14.233725 INFO::Fitting model to feature number 304, F317
2023-10-15 22:30:14.237265 INFO::Fitting model to feature number 305, F318
2023-10-15 22:30:14.240832 INFO::Fitting model to feature number 306, F319
2023-10-15 22:30:14.244452 INFO::Fitting model to feature number 307, F320
2023-10-15 22:30:14.248013 INFO::Fitting model to feature number 308, F321
2023-10-15 22:30:14.2516 INFO::Fitting model to feature number 309, F322
2023-10-15 22:30:14.255172 INFO::Fitting model to feature number 310, F323
2023-10-15 22:30:14.258733 INFO::Fitting model to feature number 311, F324
2023-10-15 22:30:14.262295 INFO::Fitting model to feature number 312, F325
2023-10-15 22:30:14.265899 INFO::Fitting model to feature number 313, F326
2023-10-15 22:30:14.269529 INFO::Fitting model to feature number 314, F327
2023-10-15 22:30:14.273082 INFO::Fitting model to feature number 315, F328
2023-10-15 22:30:14.276705 INFO::Fitting model to feature number 316, F329
2023-10-15 22:30:14.280293 INFO::Fitting model to feature number 317, F330
2023-10-15 22:30:14.283959 INFO::Fitting model to feature number 318, F331
2023-10-15 22:30:14.287607 INFO::Fitting model to feature number 319, F332
2023-10-15 22:30:14.291222 INFO::Fitting model to feature number 320, F333
2023-10-15 22:30:14.294794 INFO::Fitting model to feature number 321, F334
2023-10-15 22:30:14.298393 INFO::Fitting model to feature number 322, F335
2023-10-15 22:30:14.30202 INFO::Fitting model to feature number 323, F336
2023-10-15 22:30:14.305608 INFO::Fitting model to feature number 324, F337
2023-10-15 22:30:14.309241 INFO::Fitting model to feature number 325, F338
2023-10-15 22:30:14.312791 INFO::Fitting model to feature number 326, F339
2023-10-15 22:30:14.316402 INFO::Fitting model to feature number 327, F340
2023-10-15 22:30:14.320005 INFO::Fitting model to feature number 328, F342
2023-10-15 22:30:14.323624 INFO::Fitting model to feature number 329, F343
2023-10-15 22:30:14.327244 INFO::Fitting model to feature number 330, F344
2023-10-15 22:30:14.330867 INFO::Fitting model to feature number 331, F345
2023-10-15 22:30:14.334451 INFO::Fitting model to feature number 332, F346
2023-10-15 22:30:14.338069 INFO::Fitting model to feature number 333, F347
2023-10-15 22:30:14.341705 INFO::Fitting model to feature number 334, F348
2023-10-15 22:30:14.345372 INFO::Fitting model to feature number 335, F350
2023-10-15 22:30:14.349029 INFO::Fitting model to feature number 336, F351
2023-10-15 22:30:14.352658 INFO::Fitting model to feature number 337, F352
2023-10-15 22:30:14.356285 INFO::Fitting model to feature number 338, F353
2023-10-15 22:30:14.36004 INFO::Fitting model to feature number 339, F355
2023-10-15 22:30:14.363693 INFO::Fitting model to feature number 340, F356
2023-10-15 22:30:14.36728 INFO::Fitting model to feature number 341, F357
2023-10-15 22:30:14.370806 INFO::Fitting model to feature number 342, F358
2023-10-15 22:30:14.374321 INFO::Fitting model to feature number 343, F359
2023-10-15 22:30:14.377836 INFO::Fitting model to feature number 344, F360
2023-10-15 22:30:14.381428 INFO::Fitting model to feature number 345, F361
2023-10-15 22:30:14.384963 INFO::Fitting model to feature number 346, F362
2023-10-15 22:30:14.388586 INFO::Fitting model to feature number 347, F363
2023-10-15 22:30:14.392227 INFO::Fitting model to feature number 348, F364
2023-10-15 22:30:14.395887 INFO::Fitting model to feature number 349, F365
2023-10-15 22:30:14.399578 INFO::Fitting model to feature number 350, F366
2023-10-15 22:30:14.403232 INFO::Fitting model to feature number 351, F367
2023-10-15 22:30:14.406874 INFO::Fitting model to feature number 352, F368
2023-10-15 22:30:14.410459 INFO::Fitting model to feature number 353, F369
2023-10-15 22:30:14.414129 INFO::Fitting model to feature number 354, F370
2023-10-15 22:30:14.417818 INFO::Fitting model to feature number 355, F371
2023-10-15 22:30:14.4216 INFO::Fitting model to feature number 356, F372
2023-10-15 22:30:14.425287 INFO::Fitting model to feature number 357, F373
2023-10-15 22:30:14.428914 INFO::Fitting model to feature number 358, F374
2023-10-15 22:30:14.432564 INFO::Fitting model to feature number 359, F375
2023-10-15 22:30:14.452136 INFO::Fitting model to feature number 360, F376
2023-10-15 22:30:14.459147 INFO::Fitting model to feature number 361, F377
2023-10-15 22:30:14.463345 INFO::Fitting model to feature number 362, F378
2023-10-15 22:30:14.467359 INFO::Fitting model to feature number 363, F379
2023-10-15 22:30:14.471303 INFO::Fitting model to feature number 364, F380
2023-10-15 22:30:14.475209 INFO::Fitting model to feature number 365, F381
2023-10-15 22:30:14.479098 INFO::Fitting model to feature number 366, F382
2023-10-15 22:30:14.482922 INFO::Fitting model to feature number 367, F383
2023-10-15 22:30:14.486768 INFO::Fitting model to feature number 368, F384
2023-10-15 22:30:14.490591 INFO::Fitting model to feature number 369, F386
2023-10-15 22:30:14.494526 INFO::Fitting model to feature number 370, F387
2023-10-15 22:30:14.498555 INFO::Fitting model to feature number 371, F388
2023-10-15 22:30:14.502421 INFO::Fitting model to feature number 372, F389
2023-10-15 22:30:14.506209 INFO::Fitting model to feature number 373, F390
2023-10-15 22:30:14.509945 INFO::Fitting model to feature number 374, F391
2023-10-15 22:30:14.51364 INFO::Fitting model to feature number 375, F392
2023-10-15 22:30:14.517361 INFO::Fitting model to feature number 376, F393
2023-10-15 22:30:14.521059 INFO::Fitting model to feature number 377, F394
2023-10-15 22:30:14.524764 INFO::Fitting model to feature number 378, F395
2023-10-15 22:30:14.5284 INFO::Fitting model to feature number 379, F396
2023-10-15 22:30:14.532023 INFO::Fitting model to feature number 380, F397
2023-10-15 22:30:14.535627 INFO::Fitting model to feature number 381, F398
2023-10-15 22:30:14.539256 INFO::Fitting model to feature number 382, F399
2023-10-15 22:30:14.542878 INFO::Fitting model to feature number 383, F400
2023-10-15 22:30:14.546478 INFO::Fitting model to feature number 384, F401
2023-10-15 22:30:14.550067 INFO::Fitting model to feature number 385, F402
2023-10-15 22:30:14.553628 INFO::Fitting model to feature number 386, F403
2023-10-15 22:30:14.557176 INFO::Fitting model to feature number 387, F404
2023-10-15 22:30:14.560709 INFO::Fitting model to feature number 388, F406
2023-10-15 22:30:14.564256 INFO::Fitting model to feature number 389, F407
2023-10-15 22:30:14.567857 INFO::Fitting model to feature number 390, F408
2023-10-15 22:30:14.571448 INFO::Fitting model to feature number 391, F409
2023-10-15 22:30:14.575032 INFO::Fitting model to feature number 392, F410
2023-10-15 22:30:14.57861 INFO::Fitting model to feature number 393, F411
2023-10-15 22:30:14.582211 INFO::Fitting model to feature number 394, F412
2023-10-15 22:30:14.585854 INFO::Fitting model to feature number 395, F413
2023-10-15 22:30:14.589495 INFO::Fitting model to feature number 396, F414
2023-10-15 22:30:14.593089 INFO::Fitting model to feature number 397, F415
2023-10-15 22:30:14.596718 INFO::Fitting model to feature number 398, F416
2023-10-15 22:30:14.600331 INFO::Fitting model to feature number 399, F417
2023-10-15 22:30:14.603875 INFO::Fitting model to feature number 400, F418
2023-10-15 22:30:14.607411 INFO::Fitting model to feature number 401, F419
2023-10-15 22:30:14.610958 INFO::Fitting model to feature number 402, F420
2023-10-15 22:30:14.614483 INFO::Fitting model to feature number 403, F421
2023-10-15 22:30:14.618023 INFO::Fitting model to feature number 404, F422
2023-10-15 22:30:14.621614 INFO::Fitting model to feature number 405, F423
2023-10-15 22:30:14.625137 INFO::Fitting model to feature number 406, F425
2023-10-15 22:30:14.62869 INFO::Fitting model to feature number 407, F426
2023-10-15 22:30:14.63228 INFO::Fitting model to feature number 408, F428
2023-10-15 22:30:14.63589 INFO::Fitting model to feature number 409, F429
2023-10-15 22:30:14.639477 INFO::Fitting model to feature number 410, F430
2023-10-15 22:30:14.643091 INFO::Fitting model to feature number 411, F431
2023-10-15 22:30:14.646743 INFO::Fitting model to feature number 412, F432
2023-10-15 22:30:14.650239 INFO::Fitting model to feature number 413, F433
2023-10-15 22:30:14.653803 INFO::Fitting model to feature number 414, F434
2023-10-15 22:30:14.657411 INFO::Fitting model to feature number 415, F435
2023-10-15 22:30:14.661026 INFO::Fitting model to feature number 416, F436
2023-10-15 22:30:14.664673 INFO::Fitting model to feature number 417, F437
2023-10-15 22:30:14.668317 INFO::Fitting model to feature number 418, F438
2023-10-15 22:30:14.672021 INFO::Fitting model to feature number 419, F439
2023-10-15 22:30:14.675695 INFO::Fitting model to feature number 420, F440
2023-10-15 22:30:14.679316 INFO::Fitting model to feature number 421, F441
2023-10-15 22:30:14.682926 INFO::Fitting model to feature number 422, F442
2023-10-15 22:30:14.686512 INFO::Fitting model to feature number 423, F443
2023-10-15 22:30:14.690091 INFO::Fitting model to feature number 424, F444
2023-10-15 22:30:14.693737 INFO::Fitting model to feature number 425, F445
2023-10-15 22:30:14.697334 INFO::Fitting model to feature number 426, F446
2023-10-15 22:30:14.700971 INFO::Fitting model to feature number 427, F447
2023-10-15 22:30:14.704546 INFO::Fitting model to feature number 428, F448
2023-10-15 22:30:14.708154 INFO::Fitting model to feature number 429, F449
2023-10-15 22:30:14.711735 INFO::Fitting model to feature number 430, F450
2023-10-15 22:30:14.715254 INFO::Fitting model to feature number 431, F451
2023-10-15 22:30:14.718822 INFO::Fitting model to feature number 432, F452
2023-10-15 22:30:14.722352 INFO::Fitting model to feature number 433, F454
2023-10-15 22:30:14.726168 INFO::Fitting model to feature number 434, F455
2023-10-15 22:30:14.7299 INFO::Fitting model to feature number 435, F456
2023-10-15 22:30:14.733638 INFO::Fitting model to feature number 436, F457
2023-10-15 22:30:14.737368 INFO::Fitting model to feature number 437, F458
2023-10-15 22:30:14.741104 INFO::Fitting model to feature number 438, F459
2023-10-15 22:30:14.744885 INFO::Fitting model to feature number 439, F461
2023-10-15 22:30:14.748556 INFO::Fitting model to feature number 440, F462
2023-10-15 22:30:14.752226 INFO::Fitting model to feature number 441, F463
2023-10-15 22:30:14.75584 INFO::Fitting model to feature number 442, F464
2023-10-15 22:30:14.759486 INFO::Fitting model to feature number 443, F465
2023-10-15 22:30:14.763054 INFO::Fitting model to feature number 444, F466
2023-10-15 22:30:14.76667 INFO::Fitting model to feature number 445, F467
2023-10-15 22:30:14.770318 INFO::Fitting model to feature number 446, F468
2023-10-15 22:30:14.773943 INFO::Fitting model to feature number 447, F469
2023-10-15 22:30:14.77757 INFO::Fitting model to feature number 448, F470
2023-10-15 22:30:14.781113 INFO::Fitting model to feature number 449, F471
2023-10-15 22:30:14.784699 INFO::Fitting model to feature number 450, F474
2023-10-15 22:30:14.788305 INFO::Fitting model to feature number 451, F475
2023-10-15 22:30:14.792068 INFO::Fitting model to feature number 452, F476
2023-10-15 22:30:14.79576 INFO::Fitting model to feature number 453, F477
2023-10-15 22:30:14.799399 INFO::Fitting model to feature number 454, F478
2023-10-15 22:30:14.80302 INFO::Fitting model to feature number 455, F479
2023-10-15 22:30:14.806676 INFO::Fitting model to feature number 456, F480
2023-10-15 22:30:14.810332 INFO::Fitting model to feature number 457, F481
2023-10-15 22:30:14.814069 INFO::Fitting model to feature number 458, F482
2023-10-15 22:30:14.81783 INFO::Fitting model to feature number 459, F483
2023-10-15 22:30:14.821459 INFO::Fitting model to feature number 460, F484
2023-10-15 22:30:14.825007 INFO::Fitting model to feature number 461, F485
2023-10-15 22:30:14.828544 INFO::Fitting model to feature number 462, F486
2023-10-15 22:30:14.832065 INFO::Fitting model to feature number 463, F487
2023-10-15 22:30:14.835618 INFO::Fitting model to feature number 464, F488
2023-10-15 22:30:14.839136 INFO::Fitting model to feature number 465, F489
2023-10-15 22:30:14.84268 INFO::Fitting model to feature number 466, F490
2023-10-15 22:30:14.84644 INFO::Fitting model to feature number 467, F491
2023-10-15 22:30:14.850375 INFO::Fitting model to feature number 468, F492
2023-10-15 22:30:14.854203 INFO::Fitting model to feature number 469, F493
2023-10-15 22:30:14.857883 INFO::Fitting model to feature number 470, F494
2023-10-15 22:30:14.861524 INFO::Fitting model to feature number 471, F495
2023-10-15 22:30:14.86515 INFO::Fitting model to feature number 472, F496
2023-10-15 22:30:14.868844 INFO::Fitting model to feature number 473, F497
2023-10-15 22:30:14.872511 INFO::Fitting model to feature number 474, F498
2023-10-15 22:30:14.87617 INFO::Fitting model to feature number 475, F499
2023-10-15 22:30:14.879766 INFO::Fitting model to feature number 476, F500
2023-10-15 22:30:14.883331 INFO::Fitting model to feature number 477, F501
2023-10-15 22:30:14.886915 INFO::Fitting model to feature number 478, F502
2023-10-15 22:30:14.890498 INFO::Fitting model to feature number 479, F503
2023-10-15 22:30:14.89415 INFO::Fitting model to feature number 480, F504
2023-10-15 22:30:14.897694 INFO::Fitting model to feature number 481, F505
2023-10-15 22:30:14.901226 INFO::Fitting model to feature number 482, F506
2023-10-15 22:30:14.904724 INFO::Fitting model to feature number 483, F507
2023-10-15 22:30:14.908258 INFO::Fitting model to feature number 484, F508
2023-10-15 22:30:14.911911 INFO::Fitting model to feature number 485, F509
2023-10-15 22:30:14.915606 INFO::Fitting model to feature number 486, F510
2023-10-15 22:30:14.919379 INFO::Fitting model to feature number 487, F511
2023-10-15 22:30:14.923146 INFO::Fitting model to feature number 488, F512
2023-10-15 22:30:14.926871 INFO::Fitting model to feature number 489, F513
2023-10-15 22:30:14.930585 INFO::Fitting model to feature number 490, F514
2023-10-15 22:30:14.934271 INFO::Fitting model to feature number 491, F515
2023-10-15 22:30:14.938184 INFO::Fitting model to feature number 492, F516
2023-10-15 22:30:14.942198 INFO::Fitting model to feature number 493, F517
2023-10-15 22:30:14.946189 INFO::Fitting model to feature number 494, F518
2023-10-15 22:30:14.950177 INFO::Fitting model to feature number 495, F519
2023-10-15 22:30:14.954125 INFO::Fitting model to feature number 496, F520
2023-10-15 22:30:14.957911 INFO::Fitting model to feature number 497, F521
2023-10-15 22:30:14.961709 INFO::Fitting model to feature number 498, F522
2023-10-15 22:30:14.965472 INFO::Fitting model to feature number 499, F523
2023-10-15 22:30:14.969108 INFO::Fitting model to feature number 500, F524
2023-10-15 22:30:14.972937 INFO::Fitting model to feature number 501, F525
2023-10-15 22:30:14.976788 INFO::Fitting model to feature number 502, F526
2023-10-15 22:30:14.980571 INFO::Fitting model to feature number 503, F527
2023-10-15 22:30:14.984298 INFO::Fitting model to feature number 504, F528
2023-10-15 22:30:14.98805 INFO::Fitting model to feature number 505, F529
2023-10-15 22:30:14.991935 INFO::Fitting model to feature number 506, F530
2023-10-15 22:30:14.99564 INFO::Fitting model to feature number 507, F531
2023-10-15 22:30:14.999483 INFO::Fitting model to feature number 508, F532
2023-10-15 22:30:15.003205 INFO::Fitting model to feature number 509, F533
2023-10-15 22:30:15.006966 INFO::Fitting model to feature number 510, F534
2023-10-15 22:30:15.010833 INFO::Fitting model to feature number 511, F535
2023-10-15 22:30:15.01467 INFO::Fitting model to feature number 512, F536
2023-10-15 22:30:15.018444 INFO::Fitting model to feature number 513, F537
2023-10-15 22:30:15.022299 INFO::Fitting model to feature number 514, F539
2023-10-15 22:30:15.026111 INFO::Fitting model to feature number 515, F540
2023-10-15 22:30:15.029927 INFO::Fitting model to feature number 516, F541
2023-10-15 22:30:15.033705 INFO::Fitting model to feature number 517, F543
2023-10-15 22:30:15.037571 INFO::Fitting model to feature number 518, F544
2023-10-15 22:30:15.041358 INFO::Fitting model to feature number 519, F545
2023-10-15 22:30:15.045153 INFO::Fitting model to feature number 520, F546
2023-10-15 22:30:15.049012 INFO::Fitting model to feature number 521, F547
2023-10-15 22:30:15.052754 INFO::Fitting model to feature number 522, F548
2023-10-15 22:30:15.056559 INFO::Fitting model to feature number 523, F549
2023-10-15 22:30:15.060284 INFO::Fitting model to feature number 524, F550
2023-10-15 22:30:15.064007 INFO::Fitting model to feature number 525, F551
2023-10-15 22:30:15.067681 INFO::Fitting model to feature number 526, F552
2023-10-15 22:30:15.071362 INFO::Fitting model to feature number 527, F553
2023-10-15 22:30:15.075079 INFO::Fitting model to feature number 528, F554
2023-10-15 22:30:15.07879 INFO::Fitting model to feature number 529, F555
2023-10-15 22:30:15.082452 INFO::Fitting model to feature number 530, F556
2023-10-15 22:30:15.107188 INFO::Fitting model to feature number 531, F557
2023-10-15 22:30:15.11191 INFO::Fitting model to feature number 532, F558
2023-10-15 22:30:15.116213 INFO::Fitting model to feature number 533, F559
2023-10-15 22:30:15.120345 INFO::Fitting model to feature number 534, F560
2023-10-15 22:30:15.124505 INFO::Fitting model to feature number 535, F561
2023-10-15 22:30:15.128653 INFO::Fitting model to feature number 536, F562
2023-10-15 22:30:15.132729 INFO::Fitting model to feature number 537, F563
2023-10-15 22:30:15.136808 INFO::Fitting model to feature number 538, F564
2023-10-15 22:30:15.140748 INFO::Fitting model to feature number 539, F566
2023-10-15 22:30:15.144922 INFO::Fitting model to feature number 540, F567
2023-10-15 22:30:15.149265 INFO::Fitting model to feature number 541, F568
2023-10-15 22:30:15.153281 INFO::Fitting model to feature number 542, F569
2023-10-15 22:30:15.157162 INFO::Fitting model to feature number 543, F570
2023-10-15 22:30:15.160914 INFO::Fitting model to feature number 544, F571
2023-10-15 22:30:15.164598 INFO::Fitting model to feature number 545, F572
2023-10-15 22:30:15.168318 INFO::Fitting model to feature number 546, F573
2023-10-15 22:30:15.17204 INFO::Fitting model to feature number 547, F574
2023-10-15 22:30:15.175708 INFO::Fitting model to feature number 548, F575
2023-10-15 22:30:15.179436 INFO::Fitting model to feature number 549, F576
2023-10-15 22:30:15.183119 INFO::Fitting model to feature number 550, F577
2023-10-15 22:30:15.186839 INFO::Fitting model to feature number 551, F578
2023-10-15 22:30:15.190506 INFO::Fitting model to feature number 552, F579
2023-10-15 22:30:15.19418 INFO::Fitting model to feature number 553, F580
2023-10-15 22:30:15.197829 INFO::Fitting model to feature number 554, F581
2023-10-15 22:30:15.201592 INFO::Fitting model to feature number 555, F582
2023-10-15 22:30:15.205326 INFO::Fitting model to feature number 556, F583
2023-10-15 22:30:15.209078 INFO::Fitting model to feature number 557, F584
2023-10-15 22:30:15.212759 INFO::Fitting model to feature number 558, F585
2023-10-15 22:30:15.216349 INFO::Fitting model to feature number 559, F586
2023-10-15 22:30:15.219958 INFO::Fitting model to feature number 560, F587
2023-10-15 22:30:15.223691 INFO::Fitting model to feature number 561, F588
2023-10-15 22:30:15.227523 INFO::Fitting model to feature number 562, F589
2023-10-15 22:30:15.231366 INFO::Fitting model to feature number 563, F590
2023-10-15 22:30:15.235168 INFO::Fitting model to feature number 564, F591
2023-10-15 22:30:15.238893 INFO::Fitting model to feature number 565, F592
2023-10-15 22:30:15.242635 INFO::Fitting model to feature number 566, F593
2023-10-15 22:30:15.24633 INFO::Fitting model to feature number 567, F594
2023-10-15 22:30:15.249978 INFO::Fitting model to feature number 568, F595
2023-10-15 22:30:15.253619 INFO::Fitting model to feature number 569, F596
2023-10-15 22:30:15.25725 INFO::Fitting model to feature number 570, F597
2023-10-15 22:30:15.260927 INFO::Fitting model to feature number 571, F598
2023-10-15 22:30:15.264608 INFO::Fitting model to feature number 572, F599
2023-10-15 22:30:15.268418 INFO::Fitting model to feature number 573, F600
2023-10-15 22:30:15.272259 INFO::Fitting model to feature number 574, F601
2023-10-15 22:30:15.276055 INFO::Fitting model to feature number 575, F602
2023-10-15 22:30:15.279893 INFO::Fitting model to feature number 576, F603
2023-10-15 22:30:15.283588 INFO::Fitting model to feature number 577, F605
2023-10-15 22:30:15.287233 INFO::Fitting model to feature number 578, F606
2023-10-15 22:30:15.290868 INFO::Fitting model to feature number 579, F607
2023-10-15 22:30:15.294545 INFO::Fitting model to feature number 580, F608
2023-10-15 22:30:15.298119 INFO::Fitting model to feature number 581, F609
2023-10-15 22:30:15.301695 INFO::Fitting model to feature number 582, F610
2023-10-15 22:30:15.305221 INFO::Fitting model to feature number 583, F611
2023-10-15 22:30:15.308714 INFO::Fitting model to feature number 584, F612
2023-10-15 22:30:15.312211 INFO::Fitting model to feature number 585, F613
2023-10-15 22:30:15.315697 INFO::Fitting model to feature number 586, F614
2023-10-15 22:30:15.319223 INFO::Fitting model to feature number 587, F615
2023-10-15 22:30:15.322757 INFO::Fitting model to feature number 588, F616
2023-10-15 22:30:15.326242 INFO::Fitting model to feature number 589, F617
2023-10-15 22:30:15.329787 INFO::Fitting model to feature number 590, F618
2023-10-15 22:30:15.333275 INFO::Fitting model to feature number 591, F619
2023-10-15 22:30:15.336779 INFO::Fitting model to feature number 592, F620
2023-10-15 22:30:15.340323 INFO::Fitting model to feature number 593, F621
2023-10-15 22:30:15.343861 INFO::Fitting model to feature number 594, F622
2023-10-15 22:30:15.347407 INFO::Fitting model to feature number 595, F623
2023-10-15 22:30:15.350983 INFO::Fitting model to feature number 596, F624
2023-10-15 22:30:15.354477 INFO::Fitting model to feature number 597, F625
2023-10-15 22:30:15.35799 INFO::Fitting model to feature number 598, F626
2023-10-15 22:30:15.361451 INFO::Fitting model to feature number 599, F627
2023-10-15 22:30:15.365005 INFO::Fitting model to feature number 600, F628
2023-10-15 22:30:15.368587 INFO::Fitting model to feature number 601, F629
2023-10-15 22:30:15.372144 INFO::Fitting model to feature number 602, F630
2023-10-15 22:30:15.375755 INFO::Fitting model to feature number 603, F631
2023-10-15 22:30:15.379291 INFO::Fitting model to feature number 604, F632
2023-10-15 22:30:15.38286 INFO::Fitting model to feature number 605, F633
2023-10-15 22:30:15.386404 INFO::Fitting model to feature number 606, F634
2023-10-15 22:30:15.389969 INFO::Fitting model to feature number 607, F635
2023-10-15 22:30:15.393563 INFO::Fitting model to feature number 608, F636
2023-10-15 22:30:15.397159 INFO::Fitting model to feature number 609, F637
2023-10-15 22:30:15.400829 INFO::Fitting model to feature number 610, F638
2023-10-15 22:30:15.40448 INFO::Fitting model to feature number 611, F639
2023-10-15 22:30:15.408024 INFO::Fitting model to feature number 612, F640
2023-10-15 22:30:15.411634 INFO::Fitting model to feature number 613, F641
2023-10-15 22:30:15.415331 INFO::Fitting model to feature number 614, F642
2023-10-15 22:30:15.418982 INFO::Fitting model to feature number 615, F643
2023-10-15 22:30:15.422685 INFO::Fitting model to feature number 616, F644
2023-10-15 22:30:15.426247 INFO::Fitting model to feature number 617, F645
2023-10-15 22:30:15.429845 INFO::Fitting model to feature number 618, F646
2023-10-15 22:30:15.433468 INFO::Fitting model to feature number 619, F647
2023-10-15 22:30:15.437043 INFO::Fitting model to feature number 620, F648
2023-10-15 22:30:15.440638 INFO::Fitting model to feature number 621, F649
2023-10-15 22:30:15.444163 INFO::Fitting model to feature number 622, F650
2023-10-15 22:30:15.447746 INFO::Fitting model to feature number 623, F651
2023-10-15 22:30:15.451388 INFO::Fitting model to feature number 624, F652
2023-10-15 22:30:15.455028 INFO::Fitting model to feature number 625, F653
2023-10-15 22:30:15.458661 INFO::Fitting model to feature number 626, F654
2023-10-15 22:30:15.462193 INFO::Fitting model to feature number 627, F655
2023-10-15 22:30:15.465767 INFO::Fitting model to feature number 628, F656
2023-10-15 22:30:15.469483 INFO::Fitting model to feature number 629, F657
2023-10-15 22:30:15.473092 INFO::Fitting model to feature number 630, F658
2023-10-15 22:30:15.476681 INFO::Fitting model to feature number 631, F659
2023-10-15 22:30:15.480236 INFO::Fitting model to feature number 632, F660
2023-10-15 22:30:15.483879 INFO::Fitting model to feature number 633, F661
2023-10-15 22:30:15.487491 INFO::Fitting model to feature number 634, F662
2023-10-15 22:30:15.491206 INFO::Fitting model to feature number 635, F663
2023-10-15 22:30:15.494824 INFO::Fitting model to feature number 636, F664
2023-10-15 22:30:15.498433 INFO::Fitting model to feature number 637, F665
2023-10-15 22:30:15.502162 INFO::Fitting model to feature number 638, F666
2023-10-15 22:30:15.505917 INFO::Fitting model to feature number 639, F667
2023-10-15 22:30:15.509588 INFO::Fitting model to feature number 640, F668
2023-10-15 22:30:15.513327 INFO::Fitting model to feature number 641, F669
2023-10-15 22:30:15.517089 INFO::Fitting model to feature number 642, F670
2023-10-15 22:30:15.520871 INFO::Fitting model to feature number 643, F671
2023-10-15 22:30:15.524657 INFO::Fitting model to feature number 644, F672
2023-10-15 22:30:15.528426 INFO::Fitting model to feature number 645, F673
2023-10-15 22:30:15.532143 INFO::Fitting model to feature number 646, F674
2023-10-15 22:30:15.535893 INFO::Fitting model to feature number 647, F675
2023-10-15 22:30:15.53963 INFO::Fitting model to feature number 648, F676
2023-10-15 22:30:15.543357 INFO::Fitting model to feature number 649, F677
2023-10-15 22:30:15.547254 INFO::Fitting model to feature number 650, F678
2023-10-15 22:30:15.550978 INFO::Fitting model to feature number 651, F679
2023-10-15 22:30:15.554595 INFO::Fitting model to feature number 652, F680
2023-10-15 22:30:15.558189 INFO::Fitting model to feature number 653, F681
2023-10-15 22:30:15.561793 INFO::Fitting model to feature number 654, F682
2023-10-15 22:30:15.565564 INFO::Fitting model to feature number 655, F683
2023-10-15 22:30:15.569194 INFO::Fitting model to feature number 656, F684
2023-10-15 22:30:15.572842 INFO::Fitting model to feature number 657, F685
2023-10-15 22:30:15.576518 INFO::Fitting model to feature number 658, F686
2023-10-15 22:30:15.58016 INFO::Fitting model to feature number 659, F687
2023-10-15 22:30:15.583765 INFO::Fitting model to feature number 660, F688
2023-10-15 22:30:15.587418 INFO::Fitting model to feature number 661, F689
2023-10-15 22:30:15.590959 INFO::Fitting model to feature number 662, F690
2023-10-15 22:30:15.594557 INFO::Fitting model to feature number 663, F691
2023-10-15 22:30:15.598113 INFO::Fitting model to feature number 664, F692
2023-10-15 22:30:15.601708 INFO::Fitting model to feature number 665, F693
2023-10-15 22:30:15.605302 INFO::Fitting model to feature number 666, F694
2023-10-15 22:30:15.608846 INFO::Fitting model to feature number 667, F695
2023-10-15 22:30:15.612425 INFO::Fitting model to feature number 668, F696
2023-10-15 22:30:15.615975 INFO::Fitting model to feature number 669, F697
2023-10-15 22:30:15.619551 INFO::Fitting model to feature number 670, F698
2023-10-15 22:30:15.62314 INFO::Fitting model to feature number 671, F699
2023-10-15 22:30:15.626733 INFO::Fitting model to feature number 672, F700
2023-10-15 22:30:15.630278 INFO::Fitting model to feature number 673, F701
2023-10-15 22:30:15.633848 INFO::Fitting model to feature number 674, F702
2023-10-15 22:30:15.637413 INFO::Fitting model to feature number 675, F704
2023-10-15 22:30:15.640989 INFO::Fitting model to feature number 676, F705
2023-10-15 22:30:15.644551 INFO::Fitting model to feature number 677, F706
2023-10-15 22:30:15.648176 INFO::Fitting model to feature number 678, F707
2023-10-15 22:30:15.65177 INFO::Fitting model to feature number 679, F708
2023-10-15 22:30:15.65534 INFO::Fitting model to feature number 680, F709
2023-10-15 22:30:15.658942 INFO::Fitting model to feature number 681, F710
2023-10-15 22:30:15.662522 INFO::Fitting model to feature number 682, F711
2023-10-15 22:30:15.666185 INFO::Fitting model to feature number 683, F712
2023-10-15 22:30:15.669949 INFO::Fitting model to feature number 684, F713
2023-10-15 22:30:15.673726 INFO::Fitting model to feature number 685, F714
2023-10-15 22:30:15.677423 INFO::Fitting model to feature number 686, F715
2023-10-15 22:30:15.681042 INFO::Fitting model to feature number 687, F716
2023-10-15 22:30:15.684612 INFO::Fitting model to feature number 688, F717
2023-10-15 22:30:15.68822 INFO::Fitting model to feature number 689, F718
2023-10-15 22:30:15.691839 INFO::Fitting model to feature number 690, F719
2023-10-15 22:30:15.695462 INFO::Fitting model to feature number 691, F720
2023-10-15 22:30:15.699096 INFO::Fitting model to feature number 692, F721
2023-10-15 22:30:15.702715 INFO::Fitting model to feature number 693, F722
2023-10-15 22:30:15.70634 INFO::Fitting model to feature number 694, F723
2023-10-15 22:30:15.709977 INFO::Fitting model to feature number 695, F724
2023-10-15 22:30:15.71365 INFO::Fitting model to feature number 696, F725
2023-10-15 22:30:15.717265 INFO::Fitting model to feature number 697, F726
2023-10-15 22:30:15.720878 INFO::Fitting model to feature number 698, F727
2023-10-15 22:30:15.724544 INFO::Fitting model to feature number 699, F728
2023-10-15 22:30:15.728169 INFO::Fitting model to feature number 700, F729
2023-10-15 22:30:15.750418 INFO::Fitting model to feature number 701, F730
2023-10-15 22:30:15.755123 INFO::Fitting model to feature number 702, F731
2023-10-15 22:30:15.759298 INFO::Fitting model to feature number 703, F732
2023-10-15 22:30:15.763351 INFO::Fitting model to feature number 704, F733
2023-10-15 22:30:15.767285 INFO::Fitting model to feature number 705, F734
2023-10-15 22:30:15.77123 INFO::Fitting model to feature number 706, F735
2023-10-15 22:30:15.775132 INFO::Fitting model to feature number 707, F736
2023-10-15 22:30:15.779058 INFO::Fitting model to feature number 708, F737
2023-10-15 22:30:15.782943 INFO::Fitting model to feature number 709, F739
2023-10-15 22:30:15.786681 INFO::Fitting model to feature number 710, F740
2023-10-15 22:30:15.790393 INFO::Fitting model to feature number 711, F741
2023-10-15 22:30:15.794179 INFO::Fitting model to feature number 712, F742
2023-10-15 22:30:15.797965 INFO::Fitting model to feature number 713, F743
2023-10-15 22:30:15.801703 INFO::Fitting model to feature number 714, F744
2023-10-15 22:30:15.805392 INFO::Fitting model to feature number 715, F745
2023-10-15 22:30:15.809054 INFO::Fitting model to feature number 716, F746
2023-10-15 22:30:15.812741 INFO::Fitting model to feature number 717, F747
2023-10-15 22:30:15.816485 INFO::Fitting model to feature number 718, F748
2023-10-15 22:30:15.820192 INFO::Fitting model to feature number 719, F749
2023-10-15 22:30:15.823975 INFO::Fitting model to feature number 720, F750
2023-10-15 22:30:15.827842 INFO::Fitting model to feature number 721, F751
2023-10-15 22:30:15.831682 INFO::Fitting model to feature number 722, F752
2023-10-15 22:30:15.835522 INFO::Fitting model to feature number 723, F753
2023-10-15 22:30:15.839445 INFO::Fitting model to feature number 724, F754
2023-10-15 22:30:15.843368 INFO::Fitting model to feature number 725, F755
2023-10-15 22:30:15.847393 INFO::Fitting model to feature number 726, F756
2023-10-15 22:30:15.851388 INFO::Fitting model to feature number 727, F757
2023-10-15 22:30:15.855384 INFO::Fitting model to feature number 728, F758
2023-10-15 22:30:15.859198 INFO::Fitting model to feature number 729, F759
2023-10-15 22:30:15.862928 INFO::Fitting model to feature number 730, F760
2023-10-15 22:30:15.866576 INFO::Fitting model to feature number 731, F761
2023-10-15 22:30:15.870229 INFO::Fitting model to feature number 732, F762
2023-10-15 22:30:15.87385 INFO::Fitting model to feature number 733, F763
2023-10-15 22:30:15.877492 INFO::Fitting model to feature number 734, F764
2023-10-15 22:30:15.881225 INFO::Fitting model to feature number 735, F765
2023-10-15 22:30:15.884911 INFO::Fitting model to feature number 736, F766
2023-10-15 22:30:15.888766 INFO::Fitting model to feature number 737, F767
2023-10-15 22:30:15.892505 INFO::Fitting model to feature number 738, F768
2023-10-15 22:30:15.896153 INFO::Fitting model to feature number 739, F769
2023-10-15 22:30:15.899875 INFO::Fitting model to feature number 740, F770
2023-10-15 22:30:15.90353 INFO::Fitting model to feature number 741, F771
2023-10-15 22:30:15.907092 INFO::Fitting model to feature number 742, F772
2023-10-15 22:30:15.910673 INFO::Fitting model to feature number 743, F773
2023-10-15 22:30:15.914195 INFO::Fitting model to feature number 744, F774
2023-10-15 22:30:15.917819 INFO::Fitting model to feature number 745, F775
2023-10-15 22:30:15.921458 INFO::Fitting model to feature number 746, F776
2023-10-15 22:30:15.925063 INFO::Fitting model to feature number 747, F777
2023-10-15 22:30:15.928632 INFO::Fitting model to feature number 748, F778
2023-10-15 22:30:15.932165 INFO::Fitting model to feature number 749, F779
2023-10-15 22:30:15.935712 INFO::Fitting model to feature number 750, F780
2023-10-15 22:30:15.939277 INFO::Fitting model to feature number 751, F781
2023-10-15 22:30:15.94282 INFO::Fitting model to feature number 752, F782
2023-10-15 22:30:15.946392 INFO::Fitting model to feature number 753, F783
2023-10-15 22:30:15.950012 INFO::Fitting model to feature number 754, F784
2023-10-15 22:30:15.953609 INFO::Fitting model to feature number 755, F785
2023-10-15 22:30:15.957193 INFO::Fitting model to feature number 756, F786
2023-10-15 22:30:15.960753 INFO::Fitting model to feature number 757, F787
2023-10-15 22:30:15.964338 INFO::Fitting model to feature number 758, F788
2023-10-15 22:30:15.967964 INFO::Fitting model to feature number 759, F789
2023-10-15 22:30:15.971612 INFO::Fitting model to feature number 760, F790
2023-10-15 22:30:15.975276 INFO::Fitting model to feature number 761, F791
2023-10-15 22:30:15.978951 INFO::Fitting model to feature number 762, F792
2023-10-15 22:30:15.982534 INFO::Fitting model to feature number 763, F793
2023-10-15 22:30:15.986379 INFO::Fitting model to feature number 764, F794
2023-10-15 22:30:15.990095 INFO::Fitting model to feature number 765, F795
2023-10-15 22:30:15.993815 INFO::Fitting model to feature number 766, F796
2023-10-15 22:30:15.997465 INFO::Fitting model to feature number 767, F797
2023-10-15 22:30:16.000996 INFO::Fitting model to feature number 768, F798
2023-10-15 22:30:16.004528 INFO::Fitting model to feature number 769, F799
2023-10-15 22:30:16.008023 INFO::Fitting model to feature number 770, F800
2023-10-15 22:30:16.011447 INFO::Fitting model to feature number 771, F801
2023-10-15 22:30:16.014962 INFO::Fitting model to feature number 772, F802
2023-10-15 22:30:16.018523 INFO::Fitting model to feature number 773, F803
2023-10-15 22:30:16.022149 INFO::Fitting model to feature number 774, F804
2023-10-15 22:30:16.025751 INFO::Fitting model to feature number 775, F805
2023-10-15 22:30:16.02931 INFO::Fitting model to feature number 776, F806
2023-10-15 22:30:16.032883 INFO::Fitting model to feature number 777, F808
2023-10-15 22:30:16.036403 INFO::Fitting model to feature number 778, F809
2023-10-15 22:30:16.039901 INFO::Fitting model to feature number 779, F810
2023-10-15 22:30:16.043314 INFO::Fitting model to feature number 780, F811
2023-10-15 22:30:16.046889 INFO::Fitting model to feature number 781, F812
2023-10-15 22:30:16.05037 INFO::Fitting model to feature number 782, F813
2023-10-15 22:30:16.053864 INFO::Fitting model to feature number 783, F814
2023-10-15 22:30:16.057356 INFO::Fitting model to feature number 784, F815
2023-10-15 22:30:16.060853 INFO::Fitting model to feature number 785, F816
2023-10-15 22:30:16.064365 INFO::Fitting model to feature number 786, F817
2023-10-15 22:30:16.06787 INFO::Fitting model to feature number 787, F818
2023-10-15 22:30:16.071404 INFO::Fitting model to feature number 788, F819
2023-10-15 22:30:16.074908 INFO::Fitting model to feature number 789, F820
2023-10-15 22:30:16.078379 INFO::Fitting model to feature number 790, F821
2023-10-15 22:30:16.081968 INFO::Fitting model to feature number 791, F822
2023-10-15 22:30:16.085511 INFO::Fitting model to feature number 792, F823
2023-10-15 22:30:16.089128 INFO::Fitting model to feature number 793, F824
2023-10-15 22:30:16.092686 INFO::Fitting model to feature number 794, F825
2023-10-15 22:30:16.096314 INFO::Fitting model to feature number 795, F826
2023-10-15 22:30:16.099908 INFO::Fitting model to feature number 796, F827
2023-10-15 22:30:16.103438 INFO::Fitting model to feature number 797, F828
2023-10-15 22:30:16.10701 INFO::Fitting model to feature number 798, F829
2023-10-15 22:30:16.110576 INFO::Fitting model to feature number 799, F830
2023-10-15 22:30:16.114048 INFO::Fitting model to feature number 800, F831
2023-10-15 22:30:16.117654 INFO::Fitting model to feature number 801, F832
2023-10-15 22:30:16.121119 INFO::Fitting model to feature number 802, F833
2023-10-15 22:30:16.124588 INFO::Fitting model to feature number 803, F834
2023-10-15 22:30:16.128083 INFO::Fitting model to feature number 804, F835
2023-10-15 22:30:16.131627 INFO::Fitting model to feature number 805, F836
2023-10-15 22:30:16.135137 INFO::Fitting model to feature number 806, F837
2023-10-15 22:30:16.138604 INFO::Fitting model to feature number 807, F838
2023-10-15 22:30:16.142123 INFO::Fitting model to feature number 808, F839
2023-10-15 22:30:16.145806 INFO::Fitting model to feature number 809, F840
2023-10-15 22:30:16.14932 INFO::Fitting model to feature number 810, F841
2023-10-15 22:30:16.152836 INFO::Fitting model to feature number 811, F842
2023-10-15 22:30:16.156398 INFO::Fitting model to feature number 812, F843
2023-10-15 22:30:16.159993 INFO::Fitting model to feature number 813, F844
2023-10-15 22:30:16.163571 INFO::Fitting model to feature number 814, F845
2023-10-15 22:30:16.167201 INFO::Fitting model to feature number 815, F846
2023-10-15 22:30:16.170748 INFO::Fitting model to feature number 816, F847
2023-10-15 22:30:16.174252 INFO::Fitting model to feature number 817, F848
2023-10-15 22:30:16.177785 INFO::Fitting model to feature number 818, F849
2023-10-15 22:30:16.181295 INFO::Fitting model to feature number 819, F850
2023-10-15 22:30:16.184817 INFO::Fitting model to feature number 820, F851
2023-10-15 22:30:16.18829 INFO::Fitting model to feature number 821, F852
2023-10-15 22:30:16.191829 INFO::Fitting model to feature number 822, F853
2023-10-15 22:30:16.195406 INFO::Fitting model to feature number 823, F854
2023-10-15 22:30:16.198968 INFO::Fitting model to feature number 824, F855
2023-10-15 22:30:16.202658 INFO::Fitting model to feature number 825, F856
2023-10-15 22:30:16.206211 INFO::Fitting model to feature number 826, F857
2023-10-15 22:30:16.209795 INFO::Fitting model to feature number 827, F858
2023-10-15 22:30:16.213296 INFO::Fitting model to feature number 828, F859
2023-10-15 22:30:16.216851 INFO::Fitting model to feature number 829, F860
2023-10-15 22:30:16.22037 INFO::Fitting model to feature number 830, F861
2023-10-15 22:30:16.223906 INFO::Fitting model to feature number 831, F862
2023-10-15 22:30:16.227401 INFO::Fitting model to feature number 832, F863
2023-10-15 22:30:16.230993 INFO::Fitting model to feature number 833, F864
2023-10-15 22:30:16.234548 INFO::Fitting model to feature number 834, F865
2023-10-15 22:30:16.238119 INFO::Fitting model to feature number 835, F866
2023-10-15 22:30:16.241868 INFO::Fitting model to feature number 836, F867
2023-10-15 22:30:16.245556 INFO::Fitting model to feature number 837, F868
2023-10-15 22:30:16.249194 INFO::Fitting model to feature number 838, F869
2023-10-15 22:30:16.252771 INFO::Fitting model to feature number 839, F870
2023-10-15 22:30:16.256358 INFO::Fitting model to feature number 840, F871
2023-10-15 22:30:16.259993 INFO::Fitting model to feature number 841, F872
2023-10-15 22:30:16.263644 INFO::Fitting model to feature number 842, F873
2023-10-15 22:30:16.267175 INFO::Fitting model to feature number 843, F874
2023-10-15 22:30:16.27068 INFO::Fitting model to feature number 844, F875
2023-10-15 22:30:16.274195 INFO::Fitting model to feature number 845, F876
2023-10-15 22:30:16.277748 INFO::Fitting model to feature number 846, F877
2023-10-15 22:30:16.281331 INFO::Fitting model to feature number 847, F878
2023-10-15 22:30:16.285 INFO::Fitting model to feature number 848, F879
2023-10-15 22:30:16.288677 INFO::Fitting model to feature number 849, F880
2023-10-15 22:30:16.292276 INFO::Fitting model to feature number 850, F881
2023-10-15 22:30:16.295916 INFO::Fitting model to feature number 851, F882
2023-10-15 22:30:16.299566 INFO::Fitting model to feature number 852, F883
2023-10-15 22:30:16.303155 INFO::Fitting model to feature number 853, F884
2023-10-15 22:30:16.306748 INFO::Fitting model to feature number 854, F885
2023-10-15 22:30:16.310388 INFO::Fitting model to feature number 855, F886
2023-10-15 22:30:16.314059 INFO::Fitting model to feature number 856, F887
2023-10-15 22:30:16.317711 INFO::Fitting model to feature number 857, F888
2023-10-15 22:30:16.32137 INFO::Fitting model to feature number 858, F889
2023-10-15 22:30:16.325226 INFO::Fitting model to feature number 859, F890
2023-10-15 22:30:16.329317 INFO::Fitting model to feature number 860, F891
2023-10-15 22:30:16.333165 INFO::Fitting model to feature number 861, F892
2023-10-15 22:30:16.337103 INFO::Fitting model to feature number 862, F893
2023-10-15 22:30:16.341105 INFO::Fitting model to feature number 863, F894
2023-10-15 22:30:16.344988 INFO::Fitting model to feature number 864, F895
2023-10-15 22:30:16.348686 INFO::Fitting model to feature number 865, F896
2023-10-15 22:30:16.352285 INFO::Fitting model to feature number 866, F897
2023-10-15 22:30:16.355897 INFO::Fitting model to feature number 867, F898
2023-10-15 22:30:16.359515 INFO::Fitting model to feature number 868, F899
2023-10-15 22:30:16.363137 INFO::Fitting model to feature number 869, F900
2023-10-15 22:30:16.533975 INFO::Counting total values for each feature
2023-10-15 22:30:16.650006 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv
2023-10-15 22:30:16.795204 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv
2023-10-15 22:30:16.947902 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv
2023-10-15 22:30:17.09458 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds
2023-10-15 22:30:17.097151 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds
2023-10-15 22:30:17.145646 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds
2023-10-15 22:30:17.147554 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds
2023-10-15 22:30:17.188602 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv
2023-10-15 22:30:17.210217 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"
2023-10-15 22:30:38.17967 INFO::Writing function arguments to log file
2023-10-15 22:30:38.185702 INFO::Verifying options selected are valid
2023-10-15 22:30:38.186753 INFO::Determining format of input files
2023-10-15 22:30:38.187798 INFO::Input format is data samples as columns and metadata samples as rows
2023-10-15 22:30:38.204062 INFO::Formula for fixed effects: expr ~ diagnosis + age + antibiotics
2023-10-15 22:30:38.205626 INFO::Filter data based on min abundance and min prevalence
2023-10-15 22:30:38.206534 INFO::Total samples in data: 102
2023-10-15 22:30:38.207397 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
2023-10-15 22:30:38.220185 INFO::Total filtered features: 0
2023-10-15 22:30:38.221398 INFO::Filtered feature names from abundance and prevalence filtering:
2023-10-15 22:30:38.241733 INFO::Total filtered features with variance filtering: 0
2023-10-15 22:30:38.243022 INFO::Filtered feature names from variance filtering:
2023-10-15 22:30:38.243919 INFO::Running selected normalization method: NONE
2023-10-15 22:30:38.244727 INFO::Applying z-score to standardize continuous metadata
2023-10-15 22:30:38.252431 INFO::Running selected transform method: NONE
2023-10-15 22:30:38.253316 INFO::Running selected analysis method: LM
2023-10-15 22:30:38.254267 INFO::Fitting model to feature number 1, F1
2023-10-15 22:30:38.258296 INFO::Fitting model to feature number 2, F2
2023-10-15 22:30:38.262167 INFO::Fitting model to feature number 3, F3
2023-10-15 22:30:38.266002 INFO::Fitting model to feature number 4, F4
2023-10-15 22:30:38.269808 INFO::Fitting model to feature number 5, F5
2023-10-15 22:30:38.273597 INFO::Fitting model to feature number 6, F6
2023-10-15 22:30:38.277374 INFO::Fitting model to feature number 7, F7
2023-10-15 22:30:38.296087 INFO::Fitting model to feature number 8, F8
2023-10-15 22:30:38.300502 INFO::Fitting model to feature number 9, F9
2023-10-15 22:30:38.304623 INFO::Fitting model to feature number 10, F10
2023-10-15 22:30:38.308692 INFO::Fitting model to feature number 11, F11
2023-10-15 22:30:38.312637 INFO::Fitting model to feature number 12, F12
2023-10-15 22:30:38.316579 INFO::Fitting model to feature number 13, F13
2023-10-15 22:30:38.320514 INFO::Fitting model to feature number 14, F14
2023-10-15 22:30:38.324383 INFO::Fitting model to feature number 15, F15
2023-10-15 22:30:38.328178 INFO::Fitting model to feature number 16, F16
2023-10-15 22:30:38.33183 INFO::Fitting model to feature number 17, F17
2023-10-15 22:30:38.335438 INFO::Fitting model to feature number 18, F18
2023-10-15 22:30:38.339094 INFO::Fitting model to feature number 19, F19
2023-10-15 22:30:38.342731 INFO::Fitting model to feature number 20, F20
2023-10-15 22:30:38.346289 INFO::Fitting model to feature number 21, F21
2023-10-15 22:30:38.349837 INFO::Fitting model to feature number 22, F22
2023-10-15 22:30:38.353387 INFO::Fitting model to feature number 23, F23
2023-10-15 22:30:38.35691 INFO::Fitting model to feature number 24, F24
2023-10-15 22:30:38.360423 INFO::Fitting model to feature number 25, F25
2023-10-15 22:30:38.363952 INFO::Fitting model to feature number 26, F26
2023-10-15 22:30:38.367572 INFO::Fitting model to feature number 27, F27
2023-10-15 22:30:38.371239 INFO::Fitting model to feature number 28, F28
2023-10-15 22:30:38.37477 INFO::Fitting model to feature number 29, F29
2023-10-15 22:30:38.37828 INFO::Fitting model to feature number 30, F30
2023-10-15 22:30:38.381803 INFO::Fitting model to feature number 31, F31
2023-10-15 22:30:38.385319 INFO::Fitting model to feature number 32, F32
2023-10-15 22:30:38.388854 INFO::Fitting model to feature number 33, F33
2023-10-15 22:30:38.392415 INFO::Fitting model to feature number 34, F34
2023-10-15 22:30:38.395852 INFO::Fitting model to feature number 35, F35
2023-10-15 22:30:38.399343 INFO::Fitting model to feature number 36, F36
2023-10-15 22:30:38.402901 INFO::Fitting model to feature number 37, F37
2023-10-15 22:30:38.406419 INFO::Fitting model to feature number 38, F38
2023-10-15 22:30:38.409901 INFO::Fitting model to feature number 39, F39
2023-10-15 22:30:38.413409 INFO::Fitting model to feature number 40, F40
2023-10-15 22:30:38.41693 INFO::Fitting model to feature number 41, F41
2023-10-15 22:30:38.420415 INFO::Fitting model to feature number 42, F43
2023-10-15 22:30:38.423917 INFO::Fitting model to feature number 43, F44
2023-10-15 22:30:38.427447 INFO::Fitting model to feature number 44, F45
2023-10-15 22:30:38.431015 INFO::Fitting model to feature number 45, F46
2023-10-15 22:30:38.434604 INFO::Fitting model to feature number 46, F47
2023-10-15 22:30:38.438134 INFO::Fitting model to feature number 47, F48
2023-10-15 22:30:38.441716 INFO::Fitting model to feature number 48, F49
2023-10-15 22:30:38.44529 INFO::Fitting model to feature number 49, F50
2023-10-15 22:30:38.448853 INFO::Fitting model to feature number 50, F51
2023-10-15 22:30:38.452454 INFO::Fitting model to feature number 51, F52
2023-10-15 22:30:38.456014 INFO::Fitting model to feature number 52, F53
2023-10-15 22:30:38.459573 INFO::Fitting model to feature number 53, F54
2023-10-15 22:30:38.463121 INFO::Fitting model to feature number 54, F55
2023-10-15 22:30:38.466655 INFO::Fitting model to feature number 55, F56
2023-10-15 22:30:38.470147 INFO::Fitting model to feature number 56, F57
2023-10-15 22:30:38.479668 INFO::Fitting model to feature number 57, F58
2023-10-15 22:30:38.483421 INFO::Fitting model to feature number 58, F59
2023-10-15 22:30:38.487079 INFO::Fitting model to feature number 59, F60
2023-10-15 22:30:38.490711 INFO::Fitting model to feature number 60, F63
2023-10-15 22:30:38.494303 INFO::Fitting model to feature number 61, F64
2023-10-15 22:30:38.497907 INFO::Fitting model to feature number 62, F65
2023-10-15 22:30:38.501463 INFO::Fitting model to feature number 63, F66
2023-10-15 22:30:38.505024 INFO::Fitting model to feature number 64, F67
2023-10-15 22:30:38.508496 INFO::Fitting model to feature number 65, F68
2023-10-15 22:30:38.51204 INFO::Fitting model to feature number 66, F69
2023-10-15 22:30:38.51554 INFO::Fitting model to feature number 67, F70
2023-10-15 22:30:38.519067 INFO::Fitting model to feature number 68, F71
2023-10-15 22:30:38.522574 INFO::Fitting model to feature number 69, F72
2023-10-15 22:30:38.526032 INFO::Fitting model to feature number 70, F73
2023-10-15 22:30:38.529626 INFO::Fitting model to feature number 71, F74
2023-10-15 22:30:38.533255 INFO::Fitting model to feature number 72, F76
2023-10-15 22:30:38.53682 INFO::Fitting model to feature number 73, F77
2023-10-15 22:30:38.540349 INFO::Fitting model to feature number 74, F78
2023-10-15 22:30:38.543928 INFO::Fitting model to feature number 75, F79
2023-10-15 22:30:38.547608 INFO::Fitting model to feature number 76, F80
2023-10-15 22:30:38.551226 INFO::Fitting model to feature number 77, F81
2023-10-15 22:30:38.554856 INFO::Fitting model to feature number 78, F82
2023-10-15 22:30:38.558482 INFO::Fitting model to feature number 79, F83
2023-10-15 22:30:38.562184 INFO::Fitting model to feature number 80, F84
2023-10-15 22:30:38.565805 INFO::Fitting model to feature number 81, F85
2023-10-15 22:30:38.569327 INFO::Fitting model to feature number 82, F86
2023-10-15 22:30:38.572913 INFO::Fitting model to feature number 83, F87
2023-10-15 22:30:38.576491 INFO::Fitting model to feature number 84, F88
2023-10-15 22:30:38.580028 INFO::Fitting model to feature number 85, F89
2023-10-15 22:30:38.583532 INFO::Fitting model to feature number 86, F90
2023-10-15 22:30:38.586972 INFO::Fitting model to feature number 87, F91
2023-10-15 22:30:38.59036 INFO::Fitting model to feature number 88, F92
2023-10-15 22:30:38.593808 INFO::Fitting model to feature number 89, F93
2023-10-15 22:30:38.59729 INFO::Fitting model to feature number 90, F94
2023-10-15 22:30:38.600812 INFO::Fitting model to feature number 91, F95
2023-10-15 22:30:38.604326 INFO::Fitting model to feature number 92, F96
2023-10-15 22:30:38.607861 INFO::Fitting model to feature number 93, F97
2023-10-15 22:30:38.611362 INFO::Fitting model to feature number 94, F98
2023-10-15 22:30:38.61492 INFO::Fitting model to feature number 95, F99
2023-10-15 22:30:38.618487 INFO::Fitting model to feature number 96, F100
2023-10-15 22:30:38.622134 INFO::Fitting model to feature number 97, F101
2023-10-15 22:30:38.625716 INFO::Fitting model to feature number 98, F102
2023-10-15 22:30:38.629273 INFO::Fitting model to feature number 99, F103
2023-10-15 22:30:38.632838 INFO::Fitting model to feature number 100, F104
2023-10-15 22:30:38.636369 INFO::Fitting model to feature number 101, F105
2023-10-15 22:30:38.639908 INFO::Fitting model to feature number 102, F106
2023-10-15 22:30:38.64345 INFO::Fitting model to feature number 103, F107
2023-10-15 22:30:38.646992 INFO::Fitting model to feature number 104, F108
2023-10-15 22:30:38.650499 INFO::Fitting model to feature number 105, F109
2023-10-15 22:30:38.654034 INFO::Fitting model to feature number 106, F110
2023-10-15 22:30:38.657606 INFO::Fitting model to feature number 107, F111
2023-10-15 22:30:38.661211 INFO::Fitting model to feature number 108, F112
2023-10-15 22:30:38.664803 INFO::Fitting model to feature number 109, F113
2023-10-15 22:30:38.668351 INFO::Fitting model to feature number 110, F114
2023-10-15 22:30:38.67194 INFO::Fitting model to feature number 111, F115
2023-10-15 22:30:38.675522 INFO::Fitting model to feature number 112, F117
2023-10-15 22:30:38.679124 INFO::Fitting model to feature number 113, F118
2023-10-15 22:30:38.682786 INFO::Fitting model to feature number 114, F119
2023-10-15 22:30:38.686266 INFO::Fitting model to feature number 115, F120
2023-10-15 22:30:38.689764 INFO::Fitting model to feature number 116, F121
2023-10-15 22:30:38.693228 INFO::Fitting model to feature number 117, F122
2023-10-15 22:30:38.696754 INFO::Fitting model to feature number 118, F123
2023-10-15 22:30:38.700169 INFO::Fitting model to feature number 119, F124
2023-10-15 22:30:38.703651 INFO::Fitting model to feature number 120, F125
2023-10-15 22:30:38.707024 INFO::Fitting model to feature number 121, F126
2023-10-15 22:30:38.710497 INFO::Fitting model to feature number 122, F127
2023-10-15 22:30:38.71399 INFO::Fitting model to feature number 123, F128
2023-10-15 22:30:38.717589 INFO::Fitting model to feature number 124, F129
2023-10-15 22:30:38.721193 INFO::Fitting model to feature number 125, F130
2023-10-15 22:30:38.724752 INFO::Fitting model to feature number 126, F131
2023-10-15 22:30:38.728269 INFO::Fitting model to feature number 127, F132
2023-10-15 22:30:38.731786 INFO::Fitting model to feature number 128, F133
2023-10-15 22:30:38.735235 INFO::Fitting model to feature number 129, F134
2023-10-15 22:30:38.738753 INFO::Fitting model to feature number 130, F135
2023-10-15 22:30:38.742318 INFO::Fitting model to feature number 131, F136
2023-10-15 22:30:38.745953 INFO::Fitting model to feature number 132, F137
2023-10-15 22:30:38.749636 INFO::Fitting model to feature number 133, F138
2023-10-15 22:30:38.753357 INFO::Fitting model to feature number 134, F139
2023-10-15 22:30:38.756887 INFO::Fitting model to feature number 135, F140
2023-10-15 22:30:38.760499 INFO::Fitting model to feature number 136, F141
2023-10-15 22:30:38.764094 INFO::Fitting model to feature number 137, F142
2023-10-15 22:30:38.767655 INFO::Fitting model to feature number 138, F143
2023-10-15 22:30:38.771166 INFO::Fitting model to feature number 139, F144
2023-10-15 22:30:38.774679 INFO::Fitting model to feature number 140, F145
2023-10-15 22:30:38.778178 INFO::Fitting model to feature number 141, F146
2023-10-15 22:30:38.78173 INFO::Fitting model to feature number 142, F147
2023-10-15 22:30:38.785286 INFO::Fitting model to feature number 143, F148
2023-10-15 22:30:38.788898 INFO::Fitting model to feature number 144, F149
2023-10-15 22:30:38.792549 INFO::Fitting model to feature number 145, F150
2023-10-15 22:30:38.796159 INFO::Fitting model to feature number 146, F152
2023-10-15 22:30:38.799784 INFO::Fitting model to feature number 147, F153
2023-10-15 22:30:38.803446 INFO::Fitting model to feature number 148, F154
2023-10-15 22:30:38.807061 INFO::Fitting model to feature number 149, F155
2023-10-15 22:30:38.810547 INFO::Fitting model to feature number 150, F156
2023-10-15 22:30:38.814163 INFO::Fitting model to feature number 151, F157
2023-10-15 22:30:38.817966 INFO::Fitting model to feature number 152, F158
2023-10-15 22:30:38.821897 INFO::Fitting model to feature number 153, F159
2023-10-15 22:30:38.825912 INFO::Fitting model to feature number 154, F160
2023-10-15 22:30:38.829976 INFO::Fitting model to feature number 155, F161
2023-10-15 22:30:38.834041 INFO::Fitting model to feature number 156, F162
2023-10-15 22:30:38.837975 INFO::Fitting model to feature number 157, F163
2023-10-15 22:30:38.841544 INFO::Fitting model to feature number 158, F164
2023-10-15 22:30:38.845117 INFO::Fitting model to feature number 159, F165
2023-10-15 22:30:38.848706 INFO::Fitting model to feature number 160, F166
2023-10-15 22:30:38.852321 INFO::Fitting model to feature number 161, F167
2023-10-15 22:30:38.855895 INFO::Fitting model to feature number 162, F168
2023-10-15 22:30:38.859449 INFO::Fitting model to feature number 163, F169
2023-10-15 22:30:38.862999 INFO::Fitting model to feature number 164, F170
2023-10-15 22:30:38.866535 INFO::Fitting model to feature number 165, F171
2023-10-15 22:30:38.870154 INFO::Fitting model to feature number 166, F172
2023-10-15 22:30:38.87376 INFO::Fitting model to feature number 167, F173
2023-10-15 22:30:38.877292 INFO::Fitting model to feature number 168, F174
2023-10-15 22:30:38.880876 INFO::Fitting model to feature number 169, F175
2023-10-15 22:30:38.884558 INFO::Fitting model to feature number 170, F176
2023-10-15 22:30:38.88825 INFO::Fitting model to feature number 171, F177
2023-10-15 22:30:38.891908 INFO::Fitting model to feature number 172, F178
2023-10-15 22:30:38.895641 INFO::Fitting model to feature number 173, F179
2023-10-15 22:30:38.899354 INFO::Fitting model to feature number 174, F180
2023-10-15 22:30:38.902957 INFO::Fitting model to feature number 175, F181
2023-10-15 22:30:38.906536 INFO::Fitting model to feature number 176, F182
2023-10-15 22:30:38.91012 INFO::Fitting model to feature number 177, F183
2023-10-15 22:30:38.913695 INFO::Fitting model to feature number 178, F184
2023-10-15 22:30:38.917299 INFO::Fitting model to feature number 179, F185
2023-10-15 22:30:38.920943 INFO::Fitting model to feature number 180, F186
2023-10-15 22:30:38.950086 INFO::Fitting model to feature number 181, F187
2023-10-15 22:30:38.954334 INFO::Fitting model to feature number 182, F188
2023-10-15 22:30:38.958387 INFO::Fitting model to feature number 183, F189
2023-10-15 22:30:38.962314 INFO::Fitting model to feature number 184, F190
2023-10-15 22:30:38.966192 INFO::Fitting model to feature number 185, F191
2023-10-15 22:30:38.970112 INFO::Fitting model to feature number 186, F192
2023-10-15 22:30:38.974074 INFO::Fitting model to feature number 187, F193
2023-10-15 22:30:38.977965 INFO::Fitting model to feature number 188, F194
2023-10-15 22:30:38.981776 INFO::Fitting model to feature number 189, F195
2023-10-15 22:30:38.98556 INFO::Fitting model to feature number 190, F196
2023-10-15 22:30:38.989303 INFO::Fitting model to feature number 191, F197
2023-10-15 22:30:38.993071 INFO::Fitting model to feature number 192, F198
2023-10-15 22:30:38.996789 INFO::Fitting model to feature number 193, F199
2023-10-15 22:30:39.000435 INFO::Fitting model to feature number 194, F200
2023-10-15 22:30:39.004135 INFO::Fitting model to feature number 195, F201
2023-10-15 22:30:39.007769 INFO::Fitting model to feature number 196, F202
2023-10-15 22:30:39.011387 INFO::Fitting model to feature number 197, F203
2023-10-15 22:30:39.014955 INFO::Fitting model to feature number 198, F204
2023-10-15 22:30:39.018491 INFO::Fitting model to feature number 199, F206
2023-10-15 22:30:39.02204 INFO::Fitting model to feature number 200, F207
2023-10-15 22:30:39.025614 INFO::Fitting model to feature number 201, F208
2023-10-15 22:30:39.029285 INFO::Fitting model to feature number 202, F209
2023-10-15 22:30:39.032961 INFO::Fitting model to feature number 203, F210
2023-10-15 22:30:39.036622 INFO::Fitting model to feature number 204, F211
2023-10-15 22:30:39.040192 INFO::Fitting model to feature number 205, F212
2023-10-15 22:30:39.043805 INFO::Fitting model to feature number 206, F213
2023-10-15 22:30:39.047542 INFO::Fitting model to feature number 207, F214
2023-10-15 22:30:39.051193 INFO::Fitting model to feature number 208, F215
2023-10-15 22:30:39.054863 INFO::Fitting model to feature number 209, F216
2023-10-15 22:30:39.058449 INFO::Fitting model to feature number 210, F217
2023-10-15 22:30:39.062067 INFO::Fitting model to feature number 211, F218
2023-10-15 22:30:39.065688 INFO::Fitting model to feature number 212, F219
2023-10-15 22:30:39.069348 INFO::Fitting model to feature number 213, F220
2023-10-15 22:30:39.072954 INFO::Fitting model to feature number 214, F221
2023-10-15 22:30:39.076499 INFO::Fitting model to feature number 215, F222
2023-10-15 22:30:39.080159 INFO::Fitting model to feature number 216, F223
2023-10-15 22:30:39.083637 INFO::Fitting model to feature number 217, F224
2023-10-15 22:30:39.087093 INFO::Fitting model to feature number 218, F225
2023-10-15 22:30:39.090529 INFO::Fitting model to feature number 219, F226
2023-10-15 22:30:39.094018 INFO::Fitting model to feature number 220, F227
2023-10-15 22:30:39.097514 INFO::Fitting model to feature number 221, F228
2023-10-15 22:30:39.100992 INFO::Fitting model to feature number 222, F229
2023-10-15 22:30:39.104504 INFO::Fitting model to feature number 223, F230
2023-10-15 22:30:39.108006 INFO::Fitting model to feature number 224, F231
2023-10-15 22:30:39.111515 INFO::Fitting model to feature number 225, F232
2023-10-15 22:30:39.11504 INFO::Fitting model to feature number 226, F233
2023-10-15 22:30:39.118543 INFO::Fitting model to feature number 227, F234
2023-10-15 22:30:39.122013 INFO::Fitting model to feature number 228, F235
2023-10-15 22:30:39.125434 INFO::Fitting model to feature number 229, F236
2023-10-15 22:30:39.128866 INFO::Fitting model to feature number 230, F237
2023-10-15 22:30:39.132312 INFO::Fitting model to feature number 231, F238
2023-10-15 22:30:39.135744 INFO::Fitting model to feature number 232, F239
2023-10-15 22:30:39.139103 INFO::Fitting model to feature number 233, F240
2023-10-15 22:30:39.142583 INFO::Fitting model to feature number 234, F241
2023-10-15 22:30:39.145999 INFO::Fitting model to feature number 235, F242
2023-10-15 22:30:39.149421 INFO::Fitting model to feature number 236, F243
2023-10-15 22:30:39.15279 INFO::Fitting model to feature number 237, F244
2023-10-15 22:30:39.156219 INFO::Fitting model to feature number 238, F245
2023-10-15 22:30:39.159652 INFO::Fitting model to feature number 239, F246
2023-10-15 22:30:39.163074 INFO::Fitting model to feature number 240, F247
2023-10-15 22:30:39.166495 INFO::Fitting model to feature number 241, F248
2023-10-15 22:30:39.169918 INFO::Fitting model to feature number 242, F249
2023-10-15 22:30:39.173354 INFO::Fitting model to feature number 243, F250
2023-10-15 22:30:39.176815 INFO::Fitting model to feature number 244, F252
2023-10-15 22:30:39.180298 INFO::Fitting model to feature number 245, F253
2023-10-15 22:30:39.183831 INFO::Fitting model to feature number 246, F254
2023-10-15 22:30:39.187336 INFO::Fitting model to feature number 247, F255
2023-10-15 22:30:39.190893 INFO::Fitting model to feature number 248, F256
2023-10-15 22:30:39.194389 INFO::Fitting model to feature number 249, F257
2023-10-15 22:30:39.197876 INFO::Fitting model to feature number 250, F259
2023-10-15 22:30:39.201385 INFO::Fitting model to feature number 251, F260
2023-10-15 22:30:39.204867 INFO::Fitting model to feature number 252, F261
2023-10-15 22:30:39.208376 INFO::Fitting model to feature number 253, F262
2023-10-15 22:30:39.211917 INFO::Fitting model to feature number 254, F263
2023-10-15 22:30:39.215415 INFO::Fitting model to feature number 255, F264
2023-10-15 22:30:39.218897 INFO::Fitting model to feature number 256, F265
2023-10-15 22:30:39.222362 INFO::Fitting model to feature number 257, F266
2023-10-15 22:30:39.225811 INFO::Fitting model to feature number 258, F267
2023-10-15 22:30:39.229254 INFO::Fitting model to feature number 259, F269
2023-10-15 22:30:39.23272 INFO::Fitting model to feature number 260, F270
2023-10-15 22:30:39.236215 INFO::Fitting model to feature number 261, F271
2023-10-15 22:30:39.239727 INFO::Fitting model to feature number 262, F272
2023-10-15 22:30:39.243262 INFO::Fitting model to feature number 263, F273
2023-10-15 22:30:39.246812 INFO::Fitting model to feature number 264, F274
2023-10-15 22:30:39.250339 INFO::Fitting model to feature number 265, F276
2023-10-15 22:30:39.253903 INFO::Fitting model to feature number 266, F277
2023-10-15 22:30:39.257453 INFO::Fitting model to feature number 267, F278
2023-10-15 22:30:39.261038 INFO::Fitting model to feature number 268, F279
2023-10-15 22:30:39.264587 INFO::Fitting model to feature number 269, F280
2023-10-15 22:30:39.268116 INFO::Fitting model to feature number 270, F281
2023-10-15 22:30:39.271663 INFO::Fitting model to feature number 271, F282
2023-10-15 22:30:39.275184 INFO::Fitting model to feature number 272, F283
2023-10-15 22:30:39.278681 INFO::Fitting model to feature number 273, F284
2023-10-15 22:30:39.28216 INFO::Fitting model to feature number 274, F285
2023-10-15 22:30:39.285651 INFO::Fitting model to feature number 275, F286
2023-10-15 22:30:39.289169 INFO::Fitting model to feature number 276, F287
2023-10-15 22:30:39.292691 INFO::Fitting model to feature number 277, F288
2023-10-15 22:30:39.29617 INFO::Fitting model to feature number 278, F289
2023-10-15 22:30:39.299647 INFO::Fitting model to feature number 279, F290
2023-10-15 22:30:39.303136 INFO::Fitting model to feature number 280, F292
2023-10-15 22:30:39.306599 INFO::Fitting model to feature number 281, F293
2023-10-15 22:30:39.310041 INFO::Fitting model to feature number 282, F294
2023-10-15 22:30:39.313518 INFO::Fitting model to feature number 283, F295
2023-10-15 22:30:39.316978 INFO::Fitting model to feature number 284, F296
2023-10-15 22:30:39.320451 INFO::Fitting model to feature number 285, F297
2023-10-15 22:30:39.323926 INFO::Fitting model to feature number 286, F298
2023-10-15 22:30:39.327455 INFO::Fitting model to feature number 287, F299
2023-10-15 22:30:39.330948 INFO::Fitting model to feature number 288, F300
2023-10-15 22:30:39.334482 INFO::Fitting model to feature number 289, F301
2023-10-15 22:30:39.337945 INFO::Fitting model to feature number 290, F302
2023-10-15 22:30:39.341463 INFO::Fitting model to feature number 291, F303
2023-10-15 22:30:39.344933 INFO::Fitting model to feature number 292, F304
2023-10-15 22:30:39.348428 INFO::Fitting model to feature number 293, F305
2023-10-15 22:30:39.352039 INFO::Fitting model to feature number 294, F306
2023-10-15 22:30:39.355645 INFO::Fitting model to feature number 295, F307
2023-10-15 22:30:39.35924 INFO::Fitting model to feature number 296, F308
2023-10-15 22:30:39.362865 INFO::Fitting model to feature number 297, F309
2023-10-15 22:30:39.366435 INFO::Fitting model to feature number 298, F310
2023-10-15 22:30:39.370024 INFO::Fitting model to feature number 299, F311
2023-10-15 22:30:39.373621 INFO::Fitting model to feature number 300, F312
2023-10-15 22:30:39.377153 INFO::Fitting model to feature number 301, F313
2023-10-15 22:30:39.380648 INFO::Fitting model to feature number 302, F315
2023-10-15 22:30:39.384099 INFO::Fitting model to feature number 303, F316
2023-10-15 22:30:39.387548 INFO::Fitting model to feature number 304, F317
2023-10-15 22:30:39.391014 INFO::Fitting model to feature number 305, F318
2023-10-15 22:30:39.394467 INFO::Fitting model to feature number 306, F319
2023-10-15 22:30:39.39796 INFO::Fitting model to feature number 307, F320
2023-10-15 22:30:39.401439 INFO::Fitting model to feature number 308, F321
2023-10-15 22:30:39.40497 INFO::Fitting model to feature number 309, F322
2023-10-15 22:30:39.408476 INFO::Fitting model to feature number 310, F323
2023-10-15 22:30:39.412035 INFO::Fitting model to feature number 311, F324
2023-10-15 22:30:39.415604 INFO::Fitting model to feature number 312, F325
2023-10-15 22:30:39.419096 INFO::Fitting model to feature number 313, F326
2023-10-15 22:30:39.422636 INFO::Fitting model to feature number 314, F327
2023-10-15 22:30:39.426101 INFO::Fitting model to feature number 315, F328
2023-10-15 22:30:39.429625 INFO::Fitting model to feature number 316, F329
2023-10-15 22:30:39.433146 INFO::Fitting model to feature number 317, F330
2023-10-15 22:30:39.436683 INFO::Fitting model to feature number 318, F331
2023-10-15 22:30:39.440168 INFO::Fitting model to feature number 319, F332
2023-10-15 22:30:39.443676 INFO::Fitting model to feature number 320, F333
2023-10-15 22:30:39.44717 INFO::Fitting model to feature number 321, F334
2023-10-15 22:30:39.450682 INFO::Fitting model to feature number 322, F335
2023-10-15 22:30:39.454239 INFO::Fitting model to feature number 323, F336
2023-10-15 22:30:39.457811 INFO::Fitting model to feature number 324, F337
2023-10-15 22:30:39.461313 INFO::Fitting model to feature number 325, F338
2023-10-15 22:30:39.464826 INFO::Fitting model to feature number 326, F339
2023-10-15 22:30:39.468343 INFO::Fitting model to feature number 327, F340
2023-10-15 22:30:39.471864 INFO::Fitting model to feature number 328, F342
2023-10-15 22:30:39.475388 INFO::Fitting model to feature number 329, F343
2023-10-15 22:30:39.478985 INFO::Fitting model to feature number 330, F344
2023-10-15 22:30:39.482543 INFO::Fitting model to feature number 331, F345
2023-10-15 22:30:39.486205 INFO::Fitting model to feature number 332, F346
2023-10-15 22:30:39.489866 INFO::Fitting model to feature number 333, F347
2023-10-15 22:30:39.493515 INFO::Fitting model to feature number 334, F348
2023-10-15 22:30:39.497089 INFO::Fitting model to feature number 335, F350
2023-10-15 22:30:39.500666 INFO::Fitting model to feature number 336, F351
2023-10-15 22:30:39.504271 INFO::Fitting model to feature number 337, F352
2023-10-15 22:30:39.507827 INFO::Fitting model to feature number 338, F353
2023-10-15 22:30:39.511369 INFO::Fitting model to feature number 339, F355
2023-10-15 22:30:39.514981 INFO::Fitting model to feature number 340, F356
2023-10-15 22:30:39.518594 INFO::Fitting model to feature number 341, F357
2023-10-15 22:30:39.522213 INFO::Fitting model to feature number 342, F358
2023-10-15 22:30:39.525805 INFO::Fitting model to feature number 343, F359
2023-10-15 22:30:39.529358 INFO::Fitting model to feature number 344, F360
2023-10-15 22:30:39.532926 INFO::Fitting model to feature number 345, F361
2023-10-15 22:30:39.536509 INFO::Fitting model to feature number 346, F362
2023-10-15 22:30:39.540157 INFO::Fitting model to feature number 347, F363
2023-10-15 22:30:39.543819 INFO::Fitting model to feature number 348, F364
2023-10-15 22:30:39.547466 INFO::Fitting model to feature number 349, F365
2023-10-15 22:30:39.551162 INFO::Fitting model to feature number 350, F366
2023-10-15 22:30:39.554801 INFO::Fitting model to feature number 351, F367
2023-10-15 22:30:39.558344 INFO::Fitting model to feature number 352, F368
2023-10-15 22:30:39.578328 INFO::Fitting model to feature number 353, F369
2023-10-15 22:30:39.583814 INFO::Fitting model to feature number 354, F370
2023-10-15 22:30:39.587776 INFO::Fitting model to feature number 355, F371
2023-10-15 22:30:39.59166 INFO::Fitting model to feature number 356, F372
2023-10-15 22:30:39.595462 INFO::Fitting model to feature number 357, F373
2023-10-15 22:30:39.599194 INFO::Fitting model to feature number 358, F374
2023-10-15 22:30:39.602924 INFO::Fitting model to feature number 359, F375
2023-10-15 22:30:39.606658 INFO::Fitting model to feature number 360, F376
2023-10-15 22:30:39.610338 INFO::Fitting model to feature number 361, F377
2023-10-15 22:30:39.614041 INFO::Fitting model to feature number 362, F378
2023-10-15 22:30:39.61784 INFO::Fitting model to feature number 363, F379
2023-10-15 22:30:39.621617 INFO::Fitting model to feature number 364, F380
2023-10-15 22:30:39.625277 INFO::Fitting model to feature number 365, F381
2023-10-15 22:30:39.628937 INFO::Fitting model to feature number 366, F382
2023-10-15 22:30:39.632564 INFO::Fitting model to feature number 367, F383
2023-10-15 22:30:39.636214 INFO::Fitting model to feature number 368, F384
2023-10-15 22:30:39.639913 INFO::Fitting model to feature number 369, F386
2023-10-15 22:30:39.64353 INFO::Fitting model to feature number 370, F387
2023-10-15 22:30:39.647156 INFO::Fitting model to feature number 371, F388
2023-10-15 22:30:39.650739 INFO::Fitting model to feature number 372, F389
2023-10-15 22:30:39.654322 INFO::Fitting model to feature number 373, F390
2023-10-15 22:30:39.65787 INFO::Fitting model to feature number 374, F391
2023-10-15 22:30:39.661319 INFO::Fitting model to feature number 375, F392
2023-10-15 22:30:39.664876 INFO::Fitting model to feature number 376, F393
2023-10-15 22:30:39.668467 INFO::Fitting model to feature number 377, F394
2023-10-15 22:30:39.672021 INFO::Fitting model to feature number 378, F395
2023-10-15 22:30:39.675556 INFO::Fitting model to feature number 379, F396
2023-10-15 22:30:39.679104 INFO::Fitting model to feature number 380, F397
2023-10-15 22:30:39.682653 INFO::Fitting model to feature number 381, F398
2023-10-15 22:30:39.686185 INFO::Fitting model to feature number 382, F399
2023-10-15 22:30:39.68973 INFO::Fitting model to feature number 383, F400
2023-10-15 22:30:39.693332 INFO::Fitting model to feature number 384, F401
2023-10-15 22:30:39.696913 INFO::Fitting model to feature number 385, F402
2023-10-15 22:30:39.70054 INFO::Fitting model to feature number 386, F403
2023-10-15 22:30:39.704252 INFO::Fitting model to feature number 387, F404
2023-10-15 22:30:39.708002 INFO::Fitting model to feature number 388, F406
2023-10-15 22:30:39.711789 INFO::Fitting model to feature number 389, F407
2023-10-15 22:30:39.715384 INFO::Fitting model to feature number 390, F408
2023-10-15 22:30:39.718986 INFO::Fitting model to feature number 391, F409
2023-10-15 22:30:39.722514 INFO::Fitting model to feature number 392, F410
2023-10-15 22:30:39.726231 INFO::Fitting model to feature number 393, F411
2023-10-15 22:30:39.729967 INFO::Fitting model to feature number 394, F412
2023-10-15 22:30:39.73363 INFO::Fitting model to feature number 395, F413
2023-10-15 22:30:39.737361 INFO::Fitting model to feature number 396, F414
2023-10-15 22:30:39.741105 INFO::Fitting model to feature number 397, F415
2023-10-15 22:30:39.744784 INFO::Fitting model to feature number 398, F416
2023-10-15 22:30:39.748352 INFO::Fitting model to feature number 399, F417
2023-10-15 22:30:39.751901 INFO::Fitting model to feature number 400, F418
2023-10-15 22:30:39.755419 INFO::Fitting model to feature number 401, F419
2023-10-15 22:30:39.758971 INFO::Fitting model to feature number 402, F420
2023-10-15 22:30:39.762595 INFO::Fitting model to feature number 403, F421
2023-10-15 22:30:39.766235 INFO::Fitting model to feature number 404, F422
2023-10-15 22:30:39.769893 INFO::Fitting model to feature number 405, F423
2023-10-15 22:30:39.77352 INFO::Fitting model to feature number 406, F425
2023-10-15 22:30:39.777061 INFO::Fitting model to feature number 407, F426
2023-10-15 22:30:39.780524 INFO::Fitting model to feature number 408, F428
2023-10-15 22:30:39.783985 INFO::Fitting model to feature number 409, F429
2023-10-15 22:30:39.787447 INFO::Fitting model to feature number 410, F430
2023-10-15 22:30:39.790906 INFO::Fitting model to feature number 411, F431
2023-10-15 22:30:39.794369 INFO::Fitting model to feature number 412, F432
2023-10-15 22:30:39.797831 INFO::Fitting model to feature number 413, F433
2023-10-15 22:30:39.801324 INFO::Fitting model to feature number 414, F434
2023-10-15 22:30:39.804844 INFO::Fitting model to feature number 415, F435
2023-10-15 22:30:39.808357 INFO::Fitting model to feature number 416, F436
2023-10-15 22:30:39.81186 INFO::Fitting model to feature number 417, F437
2023-10-15 22:30:39.815347 INFO::Fitting model to feature number 418, F438
2023-10-15 22:30:39.818864 INFO::Fitting model to feature number 419, F439
2023-10-15 22:30:39.822317 INFO::Fitting model to feature number 420, F440
2023-10-15 22:30:39.825776 INFO::Fitting model to feature number 421, F441
2023-10-15 22:30:39.82918 INFO::Fitting model to feature number 422, F442
2023-10-15 22:30:39.83264 INFO::Fitting model to feature number 423, F443
2023-10-15 22:30:39.836084 INFO::Fitting model to feature number 424, F444
2023-10-15 22:30:39.839567 INFO::Fitting model to feature number 425, F445
2023-10-15 22:30:39.843009 INFO::Fitting model to feature number 426, F446
2023-10-15 22:30:39.846445 INFO::Fitting model to feature number 427, F447
2023-10-15 22:30:39.849887 INFO::Fitting model to feature number 428, F448
2023-10-15 22:30:39.853368 INFO::Fitting model to feature number 429, F449
2023-10-15 22:30:39.856831 INFO::Fitting model to feature number 430, F450
2023-10-15 22:30:39.860303 INFO::Fitting model to feature number 431, F451
2023-10-15 22:30:39.863916 INFO::Fitting model to feature number 432, F452
2023-10-15 22:30:39.867498 INFO::Fitting model to feature number 433, F454
2023-10-15 22:30:39.870958 INFO::Fitting model to feature number 434, F455
2023-10-15 22:30:39.874485 INFO::Fitting model to feature number 435, F456
2023-10-15 22:30:39.878019 INFO::Fitting model to feature number 436, F457
2023-10-15 22:30:39.881571 INFO::Fitting model to feature number 437, F458
2023-10-15 22:30:39.885175 INFO::Fitting model to feature number 438, F459
2023-10-15 22:30:39.888813 INFO::Fitting model to feature number 439, F461
2023-10-15 22:30:39.892408 INFO::Fitting model to feature number 440, F462
2023-10-15 22:30:39.89599 INFO::Fitting model to feature number 441, F463
2023-10-15 22:30:39.899593 INFO::Fitting model to feature number 442, F464
2023-10-15 22:30:39.903111 INFO::Fitting model to feature number 443, F465
2023-10-15 22:30:39.90659 INFO::Fitting model to feature number 444, F466
2023-10-15 22:30:39.910061 INFO::Fitting model to feature number 445, F467
2023-10-15 22:30:39.913563 INFO::Fitting model to feature number 446, F468
2023-10-15 22:30:39.917048 INFO::Fitting model to feature number 447, F469
2023-10-15 22:30:39.92052 INFO::Fitting model to feature number 448, F470
2023-10-15 22:30:39.92397 INFO::Fitting model to feature number 449, F471
2023-10-15 22:30:39.927404 INFO::Fitting model to feature number 450, F474
2023-10-15 22:30:39.930832 INFO::Fitting model to feature number 451, F475
2023-10-15 22:30:39.934185 INFO::Fitting model to feature number 452, F476
2023-10-15 22:30:39.937651 INFO::Fitting model to feature number 453, F477
2023-10-15 22:30:39.941118 INFO::Fitting model to feature number 454, F478
2023-10-15 22:30:39.944558 INFO::Fitting model to feature number 455, F479
2023-10-15 22:30:39.948056 INFO::Fitting model to feature number 456, F480
2023-10-15 22:30:39.95155 INFO::Fitting model to feature number 457, F481
2023-10-15 22:30:39.955031 INFO::Fitting model to feature number 458, F482
2023-10-15 22:30:39.958449 INFO::Fitting model to feature number 459, F483
2023-10-15 22:30:39.961982 INFO::Fitting model to feature number 460, F484
2023-10-15 22:30:39.965425 INFO::Fitting model to feature number 461, F485
2023-10-15 22:30:39.968872 INFO::Fitting model to feature number 462, F486
2023-10-15 22:30:39.97228 INFO::Fitting model to feature number 463, F487
2023-10-15 22:30:39.975811 INFO::Fitting model to feature number 464, F488
2023-10-15 22:30:39.979383 INFO::Fitting model to feature number 465, F489
2023-10-15 22:30:39.982991 INFO::Fitting model to feature number 466, F490
2023-10-15 22:30:39.986547 INFO::Fitting model to feature number 467, F491
2023-10-15 22:30:39.990112 INFO::Fitting model to feature number 468, F492
2023-10-15 22:30:39.993741 INFO::Fitting model to feature number 469, F493
2023-10-15 22:30:39.997295 INFO::Fitting model to feature number 470, F494
2023-10-15 22:30:40.000742 INFO::Fitting model to feature number 471, F495
2023-10-15 22:30:40.004162 INFO::Fitting model to feature number 472, F496
2023-10-15 22:30:40.007612 INFO::Fitting model to feature number 473, F497
2023-10-15 22:30:40.011037 INFO::Fitting model to feature number 474, F498
2023-10-15 22:30:40.01442 INFO::Fitting model to feature number 475, F499
2023-10-15 22:30:40.017806 INFO::Fitting model to feature number 476, F500
2023-10-15 22:30:40.021248 INFO::Fitting model to feature number 477, F501
2023-10-15 22:30:40.024676 INFO::Fitting model to feature number 478, F502
2023-10-15 22:30:40.028123 INFO::Fitting model to feature number 479, F503
2023-10-15 22:30:40.031602 INFO::Fitting model to feature number 480, F504
2023-10-15 22:30:40.035028 INFO::Fitting model to feature number 481, F505
2023-10-15 22:30:40.038446 INFO::Fitting model to feature number 482, F506
2023-10-15 22:30:40.041898 INFO::Fitting model to feature number 483, F507
2023-10-15 22:30:40.045325 INFO::Fitting model to feature number 484, F508
2023-10-15 22:30:40.048735 INFO::Fitting model to feature number 485, F509
2023-10-15 22:30:40.05215 INFO::Fitting model to feature number 486, F510
2023-10-15 22:30:40.05562 INFO::Fitting model to feature number 487, F511
2023-10-15 22:30:40.058998 INFO::Fitting model to feature number 488, F512
2023-10-15 22:30:40.062422 INFO::Fitting model to feature number 489, F513
2023-10-15 22:30:40.065881 INFO::Fitting model to feature number 490, F514
2023-10-15 22:30:40.069252 INFO::Fitting model to feature number 491, F515
2023-10-15 22:30:40.072686 INFO::Fitting model to feature number 492, F516
2023-10-15 22:30:40.076153 INFO::Fitting model to feature number 493, F517
2023-10-15 22:30:40.079636 INFO::Fitting model to feature number 494, F518
2023-10-15 22:30:40.083063 INFO::Fitting model to feature number 495, F519
2023-10-15 22:30:40.086461 INFO::Fitting model to feature number 496, F520
2023-10-15 22:30:40.089875 INFO::Fitting model to feature number 497, F521
2023-10-15 22:30:40.093323 INFO::Fitting model to feature number 498, F522
2023-10-15 22:30:40.0968 INFO::Fitting model to feature number 499, F523
2023-10-15 22:30:40.100267 INFO::Fitting model to feature number 500, F524
2023-10-15 22:30:40.103794 INFO::Fitting model to feature number 501, F525
2023-10-15 22:30:40.107313 INFO::Fitting model to feature number 502, F526
2023-10-15 22:30:40.110802 INFO::Fitting model to feature number 503, F527
2023-10-15 22:30:40.114297 INFO::Fitting model to feature number 504, F528
2023-10-15 22:30:40.117808 INFO::Fitting model to feature number 505, F529
2023-10-15 22:30:40.121303 INFO::Fitting model to feature number 506, F530
2023-10-15 22:30:40.124813 INFO::Fitting model to feature number 507, F531
2023-10-15 22:30:40.128276 INFO::Fitting model to feature number 508, F532
2023-10-15 22:30:40.131725 INFO::Fitting model to feature number 509, F533
2023-10-15 22:30:40.135172 INFO::Fitting model to feature number 510, F534
2023-10-15 22:30:40.138656 INFO::Fitting model to feature number 511, F535
2023-10-15 22:30:40.14212 INFO::Fitting model to feature number 512, F536
2023-10-15 22:30:40.145606 INFO::Fitting model to feature number 513, F537
2023-10-15 22:30:40.149122 INFO::Fitting model to feature number 514, F539
2023-10-15 22:30:40.152591 INFO::Fitting model to feature number 515, F540
2023-10-15 22:30:40.156061 INFO::Fitting model to feature number 516, F541
2023-10-15 22:30:40.159531 INFO::Fitting model to feature number 517, F543
2023-10-15 22:30:40.163009 INFO::Fitting model to feature number 518, F544
2023-10-15 22:30:40.16649 INFO::Fitting model to feature number 519, F545
2023-10-15 22:30:40.170046 INFO::Fitting model to feature number 520, F546
2023-10-15 22:30:40.173663 INFO::Fitting model to feature number 521, F547
2023-10-15 22:30:40.177252 INFO::Fitting model to feature number 522, F548
2023-10-15 22:30:40.180904 INFO::Fitting model to feature number 523, F549
2023-10-15 22:30:40.18447 INFO::Fitting model to feature number 524, F550
2023-10-15 22:30:40.188057 INFO::Fitting model to feature number 525, F551
2023-10-15 22:30:40.207353 INFO::Fitting model to feature number 526, F552
2023-10-15 22:30:40.21127 INFO::Fitting model to feature number 527, F553
2023-10-15 22:30:40.215048 INFO::Fitting model to feature number 528, F554
2023-10-15 22:30:40.218678 INFO::Fitting model to feature number 529, F555
2023-10-15 22:30:40.222254 INFO::Fitting model to feature number 530, F556
2023-10-15 22:30:40.225885 INFO::Fitting model to feature number 531, F557
2023-10-15 22:30:40.229419 INFO::Fitting model to feature number 532, F558
2023-10-15 22:30:40.232927 INFO::Fitting model to feature number 533, F559
2023-10-15 22:30:40.236485 INFO::Fitting model to feature number 534, F560
2023-10-15 22:30:40.239974 INFO::Fitting model to feature number 535, F561
2023-10-15 22:30:40.243378 INFO::Fitting model to feature number 536, F562
2023-10-15 22:30:40.246865 INFO::Fitting model to feature number 537, F563
2023-10-15 22:30:40.250296 INFO::Fitting model to feature number 538, F564
2023-10-15 22:30:40.253752 INFO::Fitting model to feature number 539, F566
2023-10-15 22:30:40.257217 INFO::Fitting model to feature number 540, F567
2023-10-15 22:30:40.260656 INFO::Fitting model to feature number 541, F568
2023-10-15 22:30:40.264149 INFO::Fitting model to feature number 542, F569
2023-10-15 22:30:40.267592 INFO::Fitting model to feature number 543, F570
2023-10-15 22:30:40.270987 INFO::Fitting model to feature number 544, F571
2023-10-15 22:30:40.27444 INFO::Fitting model to feature number 545, F572
2023-10-15 22:30:40.277967 INFO::Fitting model to feature number 546, F573
2023-10-15 22:30:40.281428 INFO::Fitting model to feature number 547, F574
2023-10-15 22:30:40.284978 INFO::Fitting model to feature number 548, F575
2023-10-15 22:30:40.288486 INFO::Fitting model to feature number 549, F576
2023-10-15 22:30:40.291998 INFO::Fitting model to feature number 550, F577
2023-10-15 22:30:40.295525 INFO::Fitting model to feature number 551, F578
2023-10-15 22:30:40.299054 INFO::Fitting model to feature number 552, F579
2023-10-15 22:30:40.302536 INFO::Fitting model to feature number 553, F580
2023-10-15 22:30:40.30602 INFO::Fitting model to feature number 554, F581
2023-10-15 22:30:40.309539 INFO::Fitting model to feature number 555, F582
2023-10-15 22:30:40.312969 INFO::Fitting model to feature number 556, F583
2023-10-15 22:30:40.316476 INFO::Fitting model to feature number 557, F584
2023-10-15 22:30:40.319965 INFO::Fitting model to feature number 558, F585
2023-10-15 22:30:40.323538 INFO::Fitting model to feature number 559, F586
2023-10-15 22:30:40.327202 INFO::Fitting model to feature number 560, F587
2023-10-15 22:30:40.330836 INFO::Fitting model to feature number 561, F588
2023-10-15 22:30:40.334464 INFO::Fitting model to feature number 562, F589
2023-10-15 22:30:40.338061 INFO::Fitting model to feature number 563, F590
2023-10-15 22:30:40.34162 INFO::Fitting model to feature number 564, F591
2023-10-15 22:30:40.345117 INFO::Fitting model to feature number 565, F592
2023-10-15 22:30:40.348673 INFO::Fitting model to feature number 566, F593
2023-10-15 22:30:40.352232 INFO::Fitting model to feature number 567, F594
2023-10-15 22:30:40.355777 INFO::Fitting model to feature number 568, F595
2023-10-15 22:30:40.359379 INFO::Fitting model to feature number 569, F596
2023-10-15 22:30:40.362898 INFO::Fitting model to feature number 570, F597
2023-10-15 22:30:40.366469 INFO::Fitting model to feature number 571, F598
2023-10-15 22:30:40.370044 INFO::Fitting model to feature number 572, F599
2023-10-15 22:30:40.373609 INFO::Fitting model to feature number 573, F600
2023-10-15 22:30:40.377278 INFO::Fitting model to feature number 574, F601
2023-10-15 22:30:40.381011 INFO::Fitting model to feature number 575, F602
2023-10-15 22:30:40.384724 INFO::Fitting model to feature number 576, F603
2023-10-15 22:30:40.388296 INFO::Fitting model to feature number 577, F605
2023-10-15 22:30:40.391882 INFO::Fitting model to feature number 578, F606
2023-10-15 22:30:40.395422 INFO::Fitting model to feature number 579, F607
2023-10-15 22:30:40.398956 INFO::Fitting model to feature number 580, F608
2023-10-15 22:30:40.402421 INFO::Fitting model to feature number 581, F609
2023-10-15 22:30:40.405903 INFO::Fitting model to feature number 582, F610
2023-10-15 22:30:40.409408 INFO::Fitting model to feature number 583, F611
2023-10-15 22:30:40.412888 INFO::Fitting model to feature number 584, F612
2023-10-15 22:30:40.416328 INFO::Fitting model to feature number 585, F613
2023-10-15 22:30:40.419774 INFO::Fitting model to feature number 586, F614
2023-10-15 22:30:40.423223 INFO::Fitting model to feature number 587, F615
2023-10-15 22:30:40.426694 INFO::Fitting model to feature number 588, F616
2023-10-15 22:30:40.430172 INFO::Fitting model to feature number 589, F617
2023-10-15 22:30:40.433636 INFO::Fitting model to feature number 590, F618
2023-10-15 22:30:40.437103 INFO::Fitting model to feature number 591, F619
2023-10-15 22:30:40.440572 INFO::Fitting model to feature number 592, F620
2023-10-15 22:30:40.444101 INFO::Fitting model to feature number 593, F621
2023-10-15 22:30:40.447663 INFO::Fitting model to feature number 594, F622
2023-10-15 22:30:40.451184 INFO::Fitting model to feature number 595, F623
2023-10-15 22:30:40.454723 INFO::Fitting model to feature number 596, F624
2023-10-15 22:30:40.458217 INFO::Fitting model to feature number 597, F625
2023-10-15 22:30:40.46173 INFO::Fitting model to feature number 598, F626
2023-10-15 22:30:40.465221 INFO::Fitting model to feature number 599, F627
2023-10-15 22:30:40.468691 INFO::Fitting model to feature number 600, F628
2023-10-15 22:30:40.472186 INFO::Fitting model to feature number 601, F629
2023-10-15 22:30:40.475675 INFO::Fitting model to feature number 602, F630
2023-10-15 22:30:40.479178 INFO::Fitting model to feature number 603, F631
2023-10-15 22:30:40.482652 INFO::Fitting model to feature number 604, F632
2023-10-15 22:30:40.486111 INFO::Fitting model to feature number 605, F633
2023-10-15 22:30:40.489567 INFO::Fitting model to feature number 606, F634
2023-10-15 22:30:40.493019 INFO::Fitting model to feature number 607, F635
2023-10-15 22:30:40.496499 INFO::Fitting model to feature number 608, F636
2023-10-15 22:30:40.499987 INFO::Fitting model to feature number 609, F637
2023-10-15 22:30:40.503496 INFO::Fitting model to feature number 610, F638
2023-10-15 22:30:40.506972 INFO::Fitting model to feature number 611, F639
2023-10-15 22:30:40.510421 INFO::Fitting model to feature number 612, F640
2023-10-15 22:30:40.513876 INFO::Fitting model to feature number 613, F641
2023-10-15 22:30:40.517341 INFO::Fitting model to feature number 614, F642
2023-10-15 22:30:40.520819 INFO::Fitting model to feature number 615, F643
2023-10-15 22:30:40.524337 INFO::Fitting model to feature number 616, F644
2023-10-15 22:30:40.527889 INFO::Fitting model to feature number 617, F645
2023-10-15 22:30:40.531461 INFO::Fitting model to feature number 618, F646
2023-10-15 22:30:40.535057 INFO::Fitting model to feature number 619, F647
2023-10-15 22:30:40.538584 INFO::Fitting model to feature number 620, F648
2023-10-15 22:30:40.542063 INFO::Fitting model to feature number 621, F649
2023-10-15 22:30:40.545574 INFO::Fitting model to feature number 622, F650
2023-10-15 22:30:40.549067 INFO::Fitting model to feature number 623, F651
2023-10-15 22:30:40.552651 INFO::Fitting model to feature number 624, F652
2023-10-15 22:30:40.556258 INFO::Fitting model to feature number 625, F653
2023-10-15 22:30:40.559836 INFO::Fitting model to feature number 626, F654
2023-10-15 22:30:40.563553 INFO::Fitting model to feature number 627, F655
2023-10-15 22:30:40.567085 INFO::Fitting model to feature number 628, F656
2023-10-15 22:30:40.570627 INFO::Fitting model to feature number 629, F657
2023-10-15 22:30:40.574147 INFO::Fitting model to feature number 630, F658
2023-10-15 22:30:40.577646 INFO::Fitting model to feature number 631, F659
2023-10-15 22:30:40.581243 INFO::Fitting model to feature number 632, F660
2023-10-15 22:30:40.584812 INFO::Fitting model to feature number 633, F661
2023-10-15 22:30:40.58843 INFO::Fitting model to feature number 634, F662
2023-10-15 22:30:40.592044 INFO::Fitting model to feature number 635, F663
2023-10-15 22:30:40.59568 INFO::Fitting model to feature number 636, F664
2023-10-15 22:30:40.599512 INFO::Fitting model to feature number 637, F665
2023-10-15 22:30:40.603093 INFO::Fitting model to feature number 638, F666
2023-10-15 22:30:40.606641 INFO::Fitting model to feature number 639, F667
2023-10-15 22:30:40.610183 INFO::Fitting model to feature number 640, F668
2023-10-15 22:30:40.613757 INFO::Fitting model to feature number 641, F669
2023-10-15 22:30:40.617398 INFO::Fitting model to feature number 642, F670
2023-10-15 22:30:40.621072 INFO::Fitting model to feature number 643, F671
2023-10-15 22:30:40.624661 INFO::Fitting model to feature number 644, F672
2023-10-15 22:30:40.628273 INFO::Fitting model to feature number 645, F673
2023-10-15 22:30:40.631898 INFO::Fitting model to feature number 646, F674
2023-10-15 22:30:40.635538 INFO::Fitting model to feature number 647, F675
2023-10-15 22:30:40.639125 INFO::Fitting model to feature number 648, F676
2023-10-15 22:30:40.642701 INFO::Fitting model to feature number 649, F677
2023-10-15 22:30:40.646333 INFO::Fitting model to feature number 650, F678
2023-10-15 22:30:40.650088 INFO::Fitting model to feature number 651, F679
2023-10-15 22:30:40.653845 INFO::Fitting model to feature number 652, F680
2023-10-15 22:30:40.657614 INFO::Fitting model to feature number 653, F681
2023-10-15 22:30:40.661347 INFO::Fitting model to feature number 654, F682
2023-10-15 22:30:40.665056 INFO::Fitting model to feature number 655, F683
2023-10-15 22:30:40.668777 INFO::Fitting model to feature number 656, F684
2023-10-15 22:30:40.672489 INFO::Fitting model to feature number 657, F685
2023-10-15 22:30:40.676301 INFO::Fitting model to feature number 658, F686
2023-10-15 22:30:40.680084 INFO::Fitting model to feature number 659, F687
2023-10-15 22:30:40.683973 INFO::Fitting model to feature number 660, F688
2023-10-15 22:30:40.687749 INFO::Fitting model to feature number 661, F689
2023-10-15 22:30:40.691644 INFO::Fitting model to feature number 662, F690
2023-10-15 22:30:40.695496 INFO::Fitting model to feature number 663, F691
2023-10-15 22:30:40.699255 INFO::Fitting model to feature number 664, F692
2023-10-15 22:30:40.703038 INFO::Fitting model to feature number 665, F693
2023-10-15 22:30:40.706856 INFO::Fitting model to feature number 666, F694
2023-10-15 22:30:40.710684 INFO::Fitting model to feature number 667, F695
2023-10-15 22:30:40.714476 INFO::Fitting model to feature number 668, F696
2023-10-15 22:30:40.718313 INFO::Fitting model to feature number 669, F697
2023-10-15 22:30:40.722148 INFO::Fitting model to feature number 670, F698
2023-10-15 22:30:40.726032 INFO::Fitting model to feature number 671, F699
2023-10-15 22:30:40.729819 INFO::Fitting model to feature number 672, F700
2023-10-15 22:30:40.733734 INFO::Fitting model to feature number 673, F701
2023-10-15 22:30:40.737558 INFO::Fitting model to feature number 674, F702
2023-10-15 22:30:40.741403 INFO::Fitting model to feature number 675, F704
2023-10-15 22:30:40.745252 INFO::Fitting model to feature number 676, F705
2023-10-15 22:30:40.749128 INFO::Fitting model to feature number 677, F706
2023-10-15 22:30:40.75305 INFO::Fitting model to feature number 678, F707
2023-10-15 22:30:40.756932 INFO::Fitting model to feature number 679, F708
2023-10-15 22:30:40.760797 INFO::Fitting model to feature number 680, F709
2023-10-15 22:30:40.764525 INFO::Fitting model to feature number 681, F710
2023-10-15 22:30:40.768254 INFO::Fitting model to feature number 682, F711
2023-10-15 22:30:40.771937 INFO::Fitting model to feature number 683, F712
2023-10-15 22:30:40.775564 INFO::Fitting model to feature number 684, F713
2023-10-15 22:30:40.779273 INFO::Fitting model to feature number 685, F714
2023-10-15 22:30:40.78296 INFO::Fitting model to feature number 686, F715
2023-10-15 22:30:40.78671 INFO::Fitting model to feature number 687, F716
2023-10-15 22:30:40.790454 INFO::Fitting model to feature number 688, F717
2023-10-15 22:30:40.794284 INFO::Fitting model to feature number 689, F718
2023-10-15 22:30:40.798112 INFO::Fitting model to feature number 690, F719
2023-10-15 22:30:40.801928 INFO::Fitting model to feature number 691, F720
2023-10-15 22:30:40.805786 INFO::Fitting model to feature number 692, F721
2023-10-15 22:30:40.809611 INFO::Fitting model to feature number 693, F722
2023-10-15 22:30:40.813507 INFO::Fitting model to feature number 694, F723
2023-10-15 22:30:40.817415 INFO::Fitting model to feature number 695, F724
2023-10-15 22:30:40.821244 INFO::Fitting model to feature number 696, F725
2023-10-15 22:30:40.824977 INFO::Fitting model to feature number 697, F726
2023-10-15 22:30:40.852851 INFO::Fitting model to feature number 698, F727
2023-10-15 22:30:40.857498 INFO::Fitting model to feature number 699, F728
2023-10-15 22:30:40.861976 INFO::Fitting model to feature number 700, F729
2023-10-15 22:30:40.866387 INFO::Fitting model to feature number 701, F730
2023-10-15 22:30:40.870757 INFO::Fitting model to feature number 702, F731
2023-10-15 22:30:40.874991 INFO::Fitting model to feature number 703, F732
2023-10-15 22:30:40.879249 INFO::Fitting model to feature number 704, F733
2023-10-15 22:30:40.883468 INFO::Fitting model to feature number 705, F734
2023-10-15 22:30:40.887732 INFO::Fitting model to feature number 706, F735
2023-10-15 22:30:40.891958 INFO::Fitting model to feature number 707, F736
2023-10-15 22:30:40.896181 INFO::Fitting model to feature number 708, F737
2023-10-15 22:30:40.900419 INFO::Fitting model to feature number 709, F739
2023-10-15 22:30:40.904593 INFO::Fitting model to feature number 710, F740
2023-10-15 22:30:40.908667 INFO::Fitting model to feature number 711, F741
2023-10-15 22:30:40.912709 INFO::Fitting model to feature number 712, F742
2023-10-15 22:30:40.916805 INFO::Fitting model to feature number 713, F743
2023-10-15 22:30:40.920804 INFO::Fitting model to feature number 714, F744
2023-10-15 22:30:40.924748 INFO::Fitting model to feature number 715, F745
2023-10-15 22:30:40.928743 INFO::Fitting model to feature number 716, F746
2023-10-15 22:30:40.932549 INFO::Fitting model to feature number 717, F747
2023-10-15 22:30:40.93639 INFO::Fitting model to feature number 718, F748
2023-10-15 22:30:40.940294 INFO::Fitting model to feature number 719, F749
2023-10-15 22:30:40.944177 INFO::Fitting model to feature number 720, F750
2023-10-15 22:30:40.9479 INFO::Fitting model to feature number 721, F751
2023-10-15 22:30:40.951649 INFO::Fitting model to feature number 722, F752
2023-10-15 22:30:40.955373 INFO::Fitting model to feature number 723, F753
2023-10-15 22:30:40.959175 INFO::Fitting model to feature number 724, F754
2023-10-15 22:30:40.962985 INFO::Fitting model to feature number 725, F755
2023-10-15 22:30:40.967093 INFO::Fitting model to feature number 726, F756
2023-10-15 22:30:40.971249 INFO::Fitting model to feature number 727, F757
2023-10-15 22:30:40.975278 INFO::Fitting model to feature number 728, F758
2023-10-15 22:30:40.979274 INFO::Fitting model to feature number 729, F759
2023-10-15 22:30:40.983206 INFO::Fitting model to feature number 730, F760
2023-10-15 22:30:40.987042 INFO::Fitting model to feature number 731, F761
2023-10-15 22:30:40.991074 INFO::Fitting model to feature number 732, F762
2023-10-15 22:30:40.995067 INFO::Fitting model to feature number 733, F763
2023-10-15 22:30:40.999053 INFO::Fitting model to feature number 734, F764
2023-10-15 22:30:41.002993 INFO::Fitting model to feature number 735, F765
2023-10-15 22:30:41.006993 INFO::Fitting model to feature number 736, F766
2023-10-15 22:30:41.010884 INFO::Fitting model to feature number 737, F767
2023-10-15 22:30:41.014727 INFO::Fitting model to feature number 738, F768
2023-10-15 22:30:41.018542 INFO::Fitting model to feature number 739, F769
2023-10-15 22:30:41.022312 INFO::Fitting model to feature number 740, F770
2023-10-15 22:30:41.026021 INFO::Fitting model to feature number 741, F771
2023-10-15 22:30:41.029734 INFO::Fitting model to feature number 742, F772
2023-10-15 22:30:41.033474 INFO::Fitting model to feature number 743, F773
2023-10-15 22:30:41.037188 INFO::Fitting model to feature number 744, F774
2023-10-15 22:30:41.040926 INFO::Fitting model to feature number 745, F775
2023-10-15 22:30:41.044624 INFO::Fitting model to feature number 746, F776
2023-10-15 22:30:41.048362 INFO::Fitting model to feature number 747, F777
2023-10-15 22:30:41.052118 INFO::Fitting model to feature number 748, F778
2023-10-15 22:30:41.055733 INFO::Fitting model to feature number 749, F779
2023-10-15 22:30:41.059307 INFO::Fitting model to feature number 750, F780
2023-10-15 22:30:41.062852 INFO::Fitting model to feature number 751, F781
2023-10-15 22:30:41.066435 INFO::Fitting model to feature number 752, F782
2023-10-15 22:30:41.070169 INFO::Fitting model to feature number 753, F783
2023-10-15 22:30:41.073884 INFO::Fitting model to feature number 754, F784
2023-10-15 22:30:41.07756 INFO::Fitting model to feature number 755, F785
2023-10-15 22:30:41.081181 INFO::Fitting model to feature number 756, F786
2023-10-15 22:30:41.084841 INFO::Fitting model to feature number 757, F787
2023-10-15 22:30:41.088391 INFO::Fitting model to feature number 758, F788
2023-10-15 22:30:41.091945 INFO::Fitting model to feature number 759, F789
2023-10-15 22:30:41.095517 INFO::Fitting model to feature number 760, F790
2023-10-15 22:30:41.099081 INFO::Fitting model to feature number 761, F791
2023-10-15 22:30:41.102635 INFO::Fitting model to feature number 762, F792
2023-10-15 22:30:41.106166 INFO::Fitting model to feature number 763, F793
2023-10-15 22:30:41.109715 INFO::Fitting model to feature number 764, F794
2023-10-15 22:30:41.113291 INFO::Fitting model to feature number 765, F795
2023-10-15 22:30:41.116833 INFO::Fitting model to feature number 766, F796
2023-10-15 22:30:41.120422 INFO::Fitting model to feature number 767, F797
2023-10-15 22:30:41.12396 INFO::Fitting model to feature number 768, F798
2023-10-15 22:30:41.12749 INFO::Fitting model to feature number 769, F799
2023-10-15 22:30:41.131013 INFO::Fitting model to feature number 770, F800
2023-10-15 22:30:41.134522 INFO::Fitting model to feature number 771, F801
2023-10-15 22:30:41.138068 INFO::Fitting model to feature number 772, F802
2023-10-15 22:30:41.141611 INFO::Fitting model to feature number 773, F803
2023-10-15 22:30:41.145139 INFO::Fitting model to feature number 774, F804
2023-10-15 22:30:41.148735 INFO::Fitting model to feature number 775, F805
2023-10-15 22:30:41.152517 INFO::Fitting model to feature number 776, F806
2023-10-15 22:30:41.15638 INFO::Fitting model to feature number 777, F808
2023-10-15 22:30:41.160085 INFO::Fitting model to feature number 778, F809
2023-10-15 22:30:41.163743 INFO::Fitting model to feature number 779, F810
2023-10-15 22:30:41.167437 INFO::Fitting model to feature number 780, F811
2023-10-15 22:30:41.171218 INFO::Fitting model to feature number 781, F812
2023-10-15 22:30:41.174888 INFO::Fitting model to feature number 782, F813
2023-10-15 22:30:41.178546 INFO::Fitting model to feature number 783, F814
2023-10-15 22:30:41.182272 INFO::Fitting model to feature number 784, F815
2023-10-15 22:30:41.18599 INFO::Fitting model to feature number 785, F816
2023-10-15 22:30:41.189724 INFO::Fitting model to feature number 786, F817
2023-10-15 22:30:41.193475 INFO::Fitting model to feature number 787, F818
2023-10-15 22:30:41.197198 INFO::Fitting model to feature number 788, F819
2023-10-15 22:30:41.200732 INFO::Fitting model to feature number 789, F820
2023-10-15 22:30:41.204292 INFO::Fitting model to feature number 790, F821
2023-10-15 22:30:41.207858 INFO::Fitting model to feature number 791, F822
2023-10-15 22:30:41.211369 INFO::Fitting model to feature number 792, F823
2023-10-15 22:30:41.21482 INFO::Fitting model to feature number 793, F824
2023-10-15 22:30:41.218307 INFO::Fitting model to feature number 794, F825
2023-10-15 22:30:41.221769 INFO::Fitting model to feature number 795, F826
2023-10-15 22:30:41.225245 INFO::Fitting model to feature number 796, F827
2023-10-15 22:30:41.228713 INFO::Fitting model to feature number 797, F828
2023-10-15 22:30:41.232209 INFO::Fitting model to feature number 798, F829
2023-10-15 22:30:41.235759 INFO::Fitting model to feature number 799, F830
2023-10-15 22:30:41.239265 INFO::Fitting model to feature number 800, F831
2023-10-15 22:30:41.242775 INFO::Fitting model to feature number 801, F832
2023-10-15 22:30:41.246236 INFO::Fitting model to feature number 802, F833
2023-10-15 22:30:41.24971 INFO::Fitting model to feature number 803, F834
2023-10-15 22:30:41.253233 INFO::Fitting model to feature number 804, F835
2023-10-15 22:30:41.256712 INFO::Fitting model to feature number 805, F836
2023-10-15 22:30:41.260211 INFO::Fitting model to feature number 806, F837
2023-10-15 22:30:41.263714 INFO::Fitting model to feature number 807, F838
2023-10-15 22:30:41.267247 INFO::Fitting model to feature number 808, F839
2023-10-15 22:30:41.27074 INFO::Fitting model to feature number 809, F840
2023-10-15 22:30:41.274213 INFO::Fitting model to feature number 810, F841
2023-10-15 22:30:41.277678 INFO::Fitting model to feature number 811, F842
2023-10-15 22:30:41.281192 INFO::Fitting model to feature number 812, F843
2023-10-15 22:30:41.284747 INFO::Fitting model to feature number 813, F844
2023-10-15 22:30:41.288288 INFO::Fitting model to feature number 814, F845
2023-10-15 22:30:41.291845 INFO::Fitting model to feature number 815, F846
2023-10-15 22:30:41.295307 INFO::Fitting model to feature number 816, F847
2023-10-15 22:30:41.298771 INFO::Fitting model to feature number 817, F848
2023-10-15 22:30:41.302208 INFO::Fitting model to feature number 818, F849
2023-10-15 22:30:41.305683 INFO::Fitting model to feature number 819, F850
2023-10-15 22:30:41.309144 INFO::Fitting model to feature number 820, F851
2023-10-15 22:30:41.312625 INFO::Fitting model to feature number 821, F852
2023-10-15 22:30:41.316291 INFO::Fitting model to feature number 822, F853
2023-10-15 22:30:41.319828 INFO::Fitting model to feature number 823, F854
2023-10-15 22:30:41.323329 INFO::Fitting model to feature number 824, F855
2023-10-15 22:30:41.326825 INFO::Fitting model to feature number 825, F856
2023-10-15 22:30:41.330317 INFO::Fitting model to feature number 826, F857
2023-10-15 22:30:41.333795 INFO::Fitting model to feature number 827, F858
2023-10-15 22:30:41.337494 INFO::Fitting model to feature number 828, F859
2023-10-15 22:30:41.341141 INFO::Fitting model to feature number 829, F860
2023-10-15 22:30:41.344679 INFO::Fitting model to feature number 830, F861
2023-10-15 22:30:41.348237 INFO::Fitting model to feature number 831, F862
2023-10-15 22:30:41.35182 INFO::Fitting model to feature number 832, F863
2023-10-15 22:30:41.355459 INFO::Fitting model to feature number 833, F864
2023-10-15 22:30:41.359139 INFO::Fitting model to feature number 834, F865
2023-10-15 22:30:41.362863 INFO::Fitting model to feature number 835, F866
2023-10-15 22:30:41.366454 INFO::Fitting model to feature number 836, F867
2023-10-15 22:30:41.37012 INFO::Fitting model to feature number 837, F868
2023-10-15 22:30:41.373735 INFO::Fitting model to feature number 838, F869
2023-10-15 22:30:41.377293 INFO::Fitting model to feature number 839, F870
2023-10-15 22:30:41.380888 INFO::Fitting model to feature number 840, F871
2023-10-15 22:30:41.384406 INFO::Fitting model to feature number 841, F872
2023-10-15 22:30:41.388018 INFO::Fitting model to feature number 842, F873
2023-10-15 22:30:41.391504 INFO::Fitting model to feature number 843, F874
2023-10-15 22:30:41.394941 INFO::Fitting model to feature number 844, F875
2023-10-15 22:30:41.398398 INFO::Fitting model to feature number 845, F876
2023-10-15 22:30:41.401884 INFO::Fitting model to feature number 846, F877
2023-10-15 22:30:41.405415 INFO::Fitting model to feature number 847, F878
2023-10-15 22:30:41.408912 INFO::Fitting model to feature number 848, F879
2023-10-15 22:30:41.412419 INFO::Fitting model to feature number 849, F880
2023-10-15 22:30:41.415929 INFO::Fitting model to feature number 850, F881
2023-10-15 22:30:41.419415 INFO::Fitting model to feature number 851, F882
2023-10-15 22:30:41.422914 INFO::Fitting model to feature number 852, F883
2023-10-15 22:30:41.426397 INFO::Fitting model to feature number 853, F884
2023-10-15 22:30:41.429906 INFO::Fitting model to feature number 854, F885
2023-10-15 22:30:41.433435 INFO::Fitting model to feature number 855, F886
2023-10-15 22:30:41.437003 INFO::Fitting model to feature number 856, F887
2023-10-15 22:30:41.4405 INFO::Fitting model to feature number 857, F888
2023-10-15 22:30:41.444007 INFO::Fitting model to feature number 858, F889
2023-10-15 22:30:41.447495 INFO::Fitting model to feature number 859, F890
2023-10-15 22:30:41.450974 INFO::Fitting model to feature number 860, F891
2023-10-15 22:30:41.454437 INFO::Fitting model to feature number 861, F892
2023-10-15 22:30:41.45794 INFO::Fitting model to feature number 862, F893
2023-10-15 22:30:41.461493 INFO::Fitting model to feature number 863, F894
2023-10-15 22:30:41.465009 INFO::Fitting model to feature number 864, F895
2023-10-15 22:30:41.468535 INFO::Fitting model to feature number 865, F896
2023-10-15 22:30:41.472126 INFO::Fitting model to feature number 866, F897
2023-10-15 22:30:41.475672 INFO::Fitting model to feature number 867, F898
2023-10-15 22:30:41.479159 INFO::Fitting model to feature number 868, F899
2023-10-15 22:30:41.496735 INFO::Fitting model to feature number 869, F900
2023-10-15 22:30:41.646955 INFO::Counting total values for each feature
2023-10-15 22:30:41.761872 INFO::Writing filtered data to file maaslin2_output/features/filtered_data.tsv
2023-10-15 22:30:41.906392 INFO::Writing filtered, normalized data to file maaslin2_output/features/filtered_data_norm.tsv
2023-10-15 22:30:42.051082 INFO::Writing filtered, normalized, transformed data to file maaslin2_output/features/filtered_data_norm_transformed.tsv
2023-10-15 22:30:42.195821 WARNING::Deleting existing residuals file: maaslin2_output/fits/residuals.rds
2023-10-15 22:30:42.197627 INFO::Writing residuals to file maaslin2_output/fits/residuals.rds
2023-10-15 22:30:42.246176 WARNING::Deleting existing fitted file: maaslin2_output/fits/fitted.rds
2023-10-15 22:30:42.247857 INFO::Writing fitted values to file maaslin2_output/fits/fitted.rds
2023-10-15 22:30:42.289135 INFO::Writing all results to file (ordered by increasing q-values): maaslin2_output/all_results.tsv
2023-10-15 22:30:42.310525 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
2023-10-15 22:30:42.320405 INFO::Writing heatmap of significant results to file: maaslin2_output/heatmap.pdf
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 20 ]
>
> proc.time()
user system elapsed
58.499 1.396 66.694
Macarron.Rcheck/Macarron-Ex.timings
| name | user | system | elapsed | |
| MACARRoN | 13.934 | 0.676 | 14.578 | |
| calAVA | 5.589 | 0.148 | 5.737 | |
| calES | 7.781 | 0.228 | 8.009 | |
| calQval | 7.637 | 0.188 | 7.825 | |
| decorateID | 1.396 | 0.052 | 19.315 | |
| findMacMod | 3.243 | 0.260 | 3.503 | |
| makeDisMat | 1.807 | 0.044 | 1.851 | |
| prepInput | 0.057 | 0.001 | 0.057 | |
| prioritize | 9.499 | 0.348 | 9.848 | |
| showBest | 8.848 | 0.244 | 9.091 | |