Vilhelm Suksi
| Snapshot Date: 2025-12-04 13:45 -0500 (Thu, 04 Dec 2025) |
| git_url: https://git.bioconductor.org/packages/notameStats |
| git_branch: RELEASE_3_22 |
| git_last_commit: 58a6cb5 |
| git_last_commit_date: 2025-10-29 11:38:32 -0500 (Wed, 29 Oct 2025) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2025-12-08 12:02 -0500 (Mon, 08 Dec 2025).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4879 |
| merida1 | macOS 12.7.6 Monterey | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4668 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4669 |
| 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 1474/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| notameStats 1.0.0 (landing page) Vilhelm Suksi
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| merida1 | macOS 12.7.6 Monterey / x86_64 | OK | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
To the developers/maintainers of the notameStats package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/notameStats.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. - See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host. |
| Package: notameStats |
| Version: 1.0.0 |
| Command: /home/biocbuild/R/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings notameStats_1.0.0.tar.gz |
| StartedAt: 2025-12-05 13:28:55 -0000 (Fri, 05 Dec 2025) |
| EndedAt: 2025-12-05 13:35:46 -0000 (Fri, 05 Dec 2025) |
| EllapsedTime: 410.7 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: notameStats.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### Running command:
###
### /home/biocbuild/R/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings notameStats_1.0.0.tar.gz
###
##############################################################################
##############################################################################
* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘notameStats/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘notameStats’ version ‘1.0.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘notameStats’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
License stub is invalid DCF.
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* 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
pls_da 26.185 0.446 28.621
perform_auc 23.133 2.976 7.962
muvr_analysis 20.058 0.748 21.145
perform_lmer 17.102 2.187 8.091
perform_non_parametric 10.869 4.357 5.149
pls 11.556 0.795 12.151
perform_logistic 9.985 2.268 2.581
perform_correlation_tests 7.310 3.371 5.171
perform_homoscedasticity_tests 4.358 1.651 2.534
perform_lm 3.975 1.550 2.403
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
Running ‘testthat.R’
OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE
Status: 1 NOTE
See
‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck/00check.log’
for details.
notameStats.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /home/biocbuild/R/R/bin/R CMD INSTALL notameStats ### ############################################################################## ############################################################################## * installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’ * installing *source* package ‘notameStats’ ... ** this is package ‘notameStats’ version ‘1.0.0’ ** 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 (notameStats)
notameStats.Rcheck/tests/testthat.Rout
R version 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(notameStats)
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
Loading required package: generics
Attaching package: 'generics'
The following objects are masked from 'package:base':
as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
setequal, union
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, is.unsorted, lapply,
mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
rank, rbind, rownames, sapply, saveRDS, table, tapply, 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: Seqinfo
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("notameStats")
Running tests in parallel requires the 3rd edition
INFO [2025-12-05 13:34:46] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-05 13:34:47] Cohen's D computed.
INFO [2025-12-05 13:34:47] Starting to compute Cohen's D between groups B & A
INFO [2025-12-05 13:34:47] Cohen's D computed.
INFO [2025-12-05 13:34:48] Starting to compute fold changes.
INFO [2025-12-05 13:34:48] Fold changes computed.
INFO [2025-12-05 13:34:48] Starting to compute fold changes.
INFO [2025-12-05 13:34:48] Fold changes computed.
INFO [2025-12-05 13:34:49] Starting linear regression.
INFO [2025-12-05 13:34:51] Linear regression performed.
INFO [2025-12-05 13:34:51] Starting linear regression.
INFO [2025-12-05 13:34:53] Linear regression performed.
INFO [2025-12-05 13:34:54]
92% of features flagged for low quality
INFO [2025-12-05 13:34:54] Starting linear regression.
INFO [2025-12-05 13:34:56] Linear regression performed.
INFO [2025-12-05 13:34:56] Starting logistic regression
INFO [2025-12-05 13:35:00] Logistic regression performed.
INFO [2025-12-05 13:35:00] Starting logistic regression
INFO [2025-12-05 13:35:03] Logistic regression performed.
INFO [2025-12-05 13:35:03] Starting to compute Cohen's D between groups B & A
INFO [2025-12-05 13:35:04] Cohen's D computed.
INFO [2025-12-05 13:35:04] Starting to compute Cohen's D between groups C & A
INFO [2025-12-05 13:35:04] Cohen's D computed.
INFO [2025-12-05 13:35:04] Starting to compute Cohen's D between groups C & B
INFO [2025-12-05 13:35:04] Cohen's D computed.
INFO [2025-12-05 13:35:05] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-05 13:35:06] Cohen's D computed.
INFO [2025-12-05 13:35:06] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-05 13:35:06] Cohen's D computed.
INFO [2025-12-05 13:35:06] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-05 13:35:06] Cohen's D computed.
INFO [2025-12-05 13:35:07] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-05 13:35:07] Cohen's D computed.
INFO [2025-12-05 13:35:07] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-05 13:35:07] Cohen's D computed.
INFO [2025-12-05 13:35:08] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-05 13:35:08] Cohen's D computed.
INFO [2025-12-05 13:35:08] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-05 13:35:08] Cohen's D computed.
INFO [2025-12-05 13:35:08] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-05 13:35:09] Cohen's D computed.
INFO [2025-12-05 13:35:09] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-05 13:35:09] Cohen's D computed.
INFO [2025-12-05 13:35:09] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-05 13:35:10] Cohen's D computed.
INFO [2025-12-05 13:35:10] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-05 13:35:10] Cohen's D computed.
INFO [2025-12-05 13:35:10] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-05 13:35:10] Cohen's D computed.
INFO [2025-12-05 13:35:11] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-05 13:35:11] Cohen's D computed.
INFO [2025-12-05 13:35:11] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-05 13:35:11] Cohen's D computed.
INFO [2025-12-05 13:35:12] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-05 13:35:12] Cohen's D computed.
INFO [2025-12-05 13:35:12] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-05 13:35:12] Cohen's D computed.
INFO [2025-12-05 13:35:12] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-05 13:35:12] Cohen's D computed.
INFO [2025-12-05 13:35:13] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-05 13:35:13] Cohen's D computed.
INFO [2025-12-05 13:35:13] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-05 13:35:13] Cohen's D computed.
INFO [2025-12-05 13:35:13] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-05 13:35:14] Cohen's D computed.
INFO [2025-12-05 13:35:14] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-05 13:35:14] Cohen's D computed.
INFO [2025-12-05 13:35:14] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-05 13:35:14] Cohen's D computed.
INFO [2025-12-05 13:35:15] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-05 13:35:15] Cohen's D computed.
INFO [2025-12-05 13:35:15] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-05 13:35:16] Cohen's D computed.
INFO [2025-12-05 13:35:16] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-05 13:35:16] Cohen's D computed.
INFO [2025-12-05 13:35:16] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-05 13:35:16] Cohen's D computed.
INFO [2025-12-05 13:35:16] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-05 13:35:17] Cohen's D computed.
INFO [2025-12-05 13:35:17] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-05 13:35:17] Cohen's D computed.
INFO [2025-12-05 13:35:18] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-05 13:35:18] Cohen's D computed.
INFO [2025-12-05 13:35:18] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-05 13:35:18] Cohen's D computed.
INFO [2025-12-05 13:35:18] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-05 13:35:19] Cohen's D computed.
INFO [2025-12-05 13:35:19] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-05 13:35:19] Cohen's D computed.
INFO [2025-12-05 13:35:19] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-05 13:35:20] Cohen's D computed.
INFO [2025-12-05 13:35:20] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-05 13:35:20] Cohen's D computed.
INFO [2025-12-05 13:35:20] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-05 13:35:20] Cohen's D computed.
INFO [2025-12-05 13:35:20] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:20] Found 20 complete pairs.
INFO [2025-12-05 13:35:21] Paired tests performed.
INFO [2025-12-05 13:35:21] Starting tests for 1 & 2
INFO [2025-12-05 13:35:21] Tests performed
INFO [2025-12-05 13:35:21] Starting tests for 1 & 3
INFO [2025-12-05 13:35:22] Tests performed
INFO [2025-12-05 13:35:22] Starting tests for 2 & 3
INFO [2025-12-05 13:35:22] Tests performed
INFO [2025-12-05 13:35:23] Starting tests for 1 & 2
INFO [2025-12-05 13:35:23] Tests performed
INFO [2025-12-05 13:35:23] Starting tests for 1 & 3
INFO [2025-12-05 13:35:23] Tests performed
INFO [2025-12-05 13:35:23] Starting tests for 2 & 3
INFO [2025-12-05 13:35:24] Tests performed
INFO [2025-12-05 13:35:24] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:24] Found 4 complete pairs.
INFO [2025-12-05 13:35:24] Paired tests performed.
INFO [2025-12-05 13:35:24] Starting paired tests for 1 & 3
INFO [2025-12-05 13:35:24] Found 4 complete pairs.
INFO [2025-12-05 13:35:25] Paired tests performed.
INFO [2025-12-05 13:35:25] Starting paired tests for 2 & 3
INFO [2025-12-05 13:35:25] Found 4 complete pairs.
INFO [2025-12-05 13:35:25] Paired tests performed.
INFO [2025-12-05 13:35:25] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:25] Found 8 complete pairs.
INFO [2025-12-05 13:35:26] Paired tests performed.
INFO [2025-12-05 13:35:26] Starting paired tests for 1 & 3
INFO [2025-12-05 13:35:26] Found 8 complete pairs.
INFO [2025-12-05 13:35:26] Paired tests performed.
INFO [2025-12-05 13:35:26] Starting paired tests for 2 & 3
INFO [2025-12-05 13:35:26] Found 8 complete pairs.
INFO [2025-12-05 13:35:26] Paired tests performed.
INFO [2025-12-05 13:35:26] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:26] Found 4 complete pairs.
INFO [2025-12-05 13:35:27] Paired tests performed.
INFO [2025-12-05 13:35:27] Starting paired tests for 1 & 3
INFO [2025-12-05 13:35:27] Found 4 complete pairs.
INFO [2025-12-05 13:35:27] Paired tests performed.
INFO [2025-12-05 13:35:27] Starting paired tests for 2 & 3
INFO [2025-12-05 13:35:27] Found 4 complete pairs.
INFO [2025-12-05 13:35:28] Paired tests performed.
INFO [2025-12-05 13:35:28] Starting tests for A & B
INFO [2025-12-05 13:35:29] Tests performed
INFO [2025-12-05 13:35:30] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:30] Found 20 complete pairs.
INFO [2025-12-05 13:35:32] Paired tests performed.
INFO [2025-12-05 13:35:32] Starting tests for 1 & 2
INFO [2025-12-05 13:35:33] Tests performed
INFO [2025-12-05 13:35:33] Starting tests for 1 & 3
INFO [2025-12-05 13:35:33] Tests performed
INFO [2025-12-05 13:35:33] Starting tests for 2 & 3
INFO [2025-12-05 13:35:34] Tests performed
INFO [2025-12-05 13:35:34] Starting tests for 1 & 2
INFO [2025-12-05 13:35:35] Tests performed
INFO [2025-12-05 13:35:35] Starting tests for 1 & 3
INFO [2025-12-05 13:35:36] Tests performed
INFO [2025-12-05 13:35:36] Starting tests for 2 & 3
INFO [2025-12-05 13:35:37] Tests performed
INFO [2025-12-05 13:35:37] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:37] Found 4 complete pairs.
INFO [2025-12-05 13:35:37] Paired tests performed.
INFO [2025-12-05 13:35:37] Starting paired tests for 1 & 3
INFO [2025-12-05 13:35:37] Found 4 complete pairs.
INFO [2025-12-05 13:35:38] Paired tests performed.
INFO [2025-12-05 13:35:38] Starting paired tests for 2 & 3
INFO [2025-12-05 13:35:38] Found 4 complete pairs.
INFO [2025-12-05 13:35:38] Paired tests performed.
INFO [2025-12-05 13:35:38] Starting correlation tests.
INFO [2025-12-05 13:35:38] Performing correlation tests for single object
INFO [2025-12-05 13:35:39] Correlation tests performed.
INFO [2025-12-05 13:35:39] Starting correlation tests.
INFO [2025-12-05 13:35:39] Starting correlation tests.
INFO [2025-12-05 13:35:39] Starting correlation tests.
INFO [2025-12-05 13:35:39] Starting correlation tests.
INFO [2025-12-05 13:35:39] Performing correlation tests for two objects
INFO [2025-12-05 13:35:39] Correlation tests performed.
INFO [2025-12-05 13:35:39] Starting correlation tests.
INFO [2025-12-05 13:35:39] Performing correlation tests for two objects
INFO [2025-12-05 13:35:40] Correlation tests performed.
INFO [2025-12-05 13:35:40] Starting paired tests for 1 & 2
INFO [2025-12-05 13:35:40] Found 20 complete pairs.
INFO [2025-12-05 13:35:41] Paired tests performed.
INFO [2025-12-05 13:35:41] Starting tests for A & B
INFO [2025-12-05 13:35:41] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
>
> proc.time()
user system elapsed
70.595 35.887 71.714
notameStats.Rcheck/notameStats-Ex.timings
| name | user | system | elapsed | |
| cohens_d | 2.577 | 0.555 | 2.953 | |
| fit_rf | 0.179 | 0.032 | 0.212 | |
| fold_change | 0.368 | 0.439 | 0.546 | |
| importance_rf | 0.284 | 0.129 | 0.214 | |
| muvr_analysis | 20.058 | 0.748 | 21.145 | |
| perform_auc | 23.133 | 2.976 | 7.962 | |
| perform_correlation_tests | 7.310 | 3.371 | 5.171 | |
| perform_homoscedasticity_tests | 4.358 | 1.651 | 2.534 | |
| perform_kruskal_wallis | 3.294 | 1.394 | 1.407 | |
| perform_lm | 3.975 | 1.550 | 2.403 | |
| perform_lm_anova | 2.973 | 1.315 | 1.423 | |
| perform_lmer | 17.102 | 2.187 | 8.091 | |
| perform_logistic | 9.985 | 2.268 | 2.581 | |
| perform_non_parametric | 10.869 | 4.357 | 5.149 | |
| perform_oneway_anova | 1.868 | 0.986 | 0.861 | |
| perform_permanova | 2.978 | 0.953 | 1.711 | |
| perform_t_test | 1.789 | 1.959 | 1.899 | |
| pls | 11.556 | 0.795 | 12.151 | |
| pls_da | 26.185 | 0.446 | 28.621 | |
| summarize_results | 3.407 | 1.162 | 2.278 | |
| summary_statistics | 2.725 | 1.653 | 1.724 | |