Multiple platform build/check report for BioC 3.22 - CHECK results for notameStats on nebbiolo2

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"	4882
merida1	macOS 12.7.6 Monterey	x86_64	4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"	4673
kjohnson1	macOS 13.7.5 Ventura	arm64	4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"	4607
taishan	Linux (openEuler 24.03 LTS)	aarch64	4.5.0 (2025-04-11) -- "How About a Twenty-Six"	4671
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*

CHECK results for notameStats on nebbiolo2

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.

raw results

Summary

Package: notameStats

Version: 1.0.0

Command: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings notameStats_1.0.0.tar.gz

StartedAt: 2025-12-12 03:00:49 -0500 (Fri, 12 Dec 2025)

EndedAt: 2025-12-12 03:05:47 -0500 (Fri, 12 Dec 2025)

EllapsedTime: 298.3 seconds

RetCode: 0

Status: OK

CheckDir: notameStats.Rcheck

Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings notameStats_1.0.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck’
* using R version 4.5.2 (2025-10-31)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* 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                    17.899  0.373  18.274
perform_auc               15.632  2.244   4.983
perform_non_parametric    10.011  5.522   4.160
muvr_analysis             14.051  1.136  15.192
perform_lmer              11.523  1.734   4.939
pls                        7.644  0.949   8.513
perform_correlation_tests  5.148  3.121   3.118
perform_logistic           4.953  1.177   1.746
* 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 re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck/00check.log’
for details.

Installation output

notameStats.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD INSTALL notameStats
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/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)

Tests output

notameStats.Rcheck/tests/testthat.Rout


R version 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-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 [2025-12-12 03:05:01] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-12 03:05:01] Cohen's D computed.
INFO [2025-12-12 03:05:01] Starting to compute Cohen's D between groups B & A
INFO [2025-12-12 03:05:01] Cohen's D computed.
INFO [2025-12-12 03:05:02] Starting to compute fold changes.
INFO [2025-12-12 03:05:02] Fold changes computed.
INFO [2025-12-12 03:05:02] Starting to compute fold changes.
INFO [2025-12-12 03:05:02] Fold changes computed.
INFO [2025-12-12 03:05:02] Starting linear regression.
INFO [2025-12-12 03:05:03] Linear regression performed.
INFO [2025-12-12 03:05:03] Starting linear regression.
INFO [2025-12-12 03:05:05] Linear regression performed.
INFO [2025-12-12 03:05:05] 
92% of features flagged for low quality
INFO [2025-12-12 03:05:05] Starting linear regression.
INFO [2025-12-12 03:05:07] Linear regression performed.
INFO [2025-12-12 03:05:07] Starting logistic regression
INFO [2025-12-12 03:05:08] Logistic regression performed.
INFO [2025-12-12 03:05:08] Starting logistic regression
INFO [2025-12-12 03:05:10] Logistic regression performed.
INFO [2025-12-12 03:05:10] Starting to compute Cohen's D between groups B & A
INFO [2025-12-12 03:05:10] Cohen's D computed.
INFO [2025-12-12 03:05:10] Starting to compute Cohen's D between groups C & A
INFO [2025-12-12 03:05:11] Cohen's D computed.
INFO [2025-12-12 03:05:11] Starting to compute Cohen's D between groups C & B
INFO [2025-12-12 03:05:11] Cohen's D computed.
INFO [2025-12-12 03:05:11] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-12 03:05:12] Cohen's D computed.
INFO [2025-12-12 03:05:12] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-12 03:05:12] Cohen's D computed.
INFO [2025-12-12 03:05:12] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-12 03:05:12] Cohen's D computed.
INFO [2025-12-12 03:05:12] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-12 03:05:12] Cohen's D computed.
INFO [2025-12-12 03:05:12] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-12 03:05:12] Cohen's D computed.
INFO [2025-12-12 03:05:13] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-12 03:05:13] Cohen's D computed.
INFO [2025-12-12 03:05:13] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-12 03:05:13] Cohen's D computed.
INFO [2025-12-12 03:05:13] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-12 03:05:13] Cohen's D computed.
INFO [2025-12-12 03:05:13] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-12 03:05:13] Cohen's D computed.
INFO [2025-12-12 03:05:14] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-12 03:05:14] Cohen's D computed.
INFO [2025-12-12 03:05:14] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-12 03:05:14] Cohen's D computed.
INFO [2025-12-12 03:05:14] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-12 03:05:14] Cohen's D computed.
INFO [2025-12-12 03:05:14] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-12 03:05:14] Cohen's D computed.
INFO [2025-12-12 03:05:14] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-12 03:05:15] Cohen's D computed.
INFO [2025-12-12 03:05:15] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-12 03:05:15] Cohen's D computed.
INFO [2025-12-12 03:05:15] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-12 03:05:15] Cohen's D computed.
INFO [2025-12-12 03:05:15] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-12 03:05:15] Cohen's D computed.
INFO [2025-12-12 03:05:15] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-12 03:05:15] Cohen's D computed.
INFO [2025-12-12 03:05:15] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-12 03:05:16] Cohen's D computed.
INFO [2025-12-12 03:05:16] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-12 03:05:16] Cohen's D computed.
INFO [2025-12-12 03:05:16] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-12 03:05:16] Cohen's D computed.
INFO [2025-12-12 03:05:16] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-12 03:05:16] Cohen's D computed.
INFO [2025-12-12 03:05:16] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-12 03:05:17] Cohen's D computed.
INFO [2025-12-12 03:05:17] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-12-12 03:05:17] Cohen's D computed.
INFO [2025-12-12 03:05:17] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-12-12 03:05:17] Cohen's D computed.
INFO [2025-12-12 03:05:17] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-12 03:05:17] Cohen's D computed.
INFO [2025-12-12 03:05:18] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-12 03:05:18] Cohen's D computed.
INFO [2025-12-12 03:05:18] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-12 03:05:18] Cohen's D computed.
INFO [2025-12-12 03:05:18] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-12-12 03:05:18] Cohen's D computed.
INFO [2025-12-12 03:05:18] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-12-12 03:05:19] Cohen's D computed.
INFO [2025-12-12 03:05:19] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-12-12 03:05:19] Cohen's D computed.
INFO [2025-12-12 03:05:19] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-12-12 03:05:19] Cohen's D computed.
INFO [2025-12-12 03:05:19] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-12-12 03:05:19] Cohen's D computed.
INFO [2025-12-12 03:05:19] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-12-12 03:05:19] Cohen's D computed.
INFO [2025-12-12 03:05:20] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-12-12 03:05:20] Cohen's D computed.
INFO [2025-12-12 03:05:20] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:20] Found 20 complete pairs.
INFO [2025-12-12 03:05:20] Paired tests performed.
INFO [2025-12-12 03:05:20] Starting tests for 1 & 2
INFO [2025-12-12 03:05:20] Tests performed
INFO [2025-12-12 03:05:20] Starting tests for 1 & 3
INFO [2025-12-12 03:05:21] Tests performed
INFO [2025-12-12 03:05:21] Starting tests for 2 & 3
INFO [2025-12-12 03:05:21] Tests performed
INFO [2025-12-12 03:05:21] Starting tests for 1 & 2
INFO [2025-12-12 03:05:21] Tests performed
INFO [2025-12-12 03:05:21] Starting tests for 1 & 3
INFO [2025-12-12 03:05:22] Tests performed
INFO [2025-12-12 03:05:22] Starting tests for 2 & 3
INFO [2025-12-12 03:05:22] Tests performed
INFO [2025-12-12 03:05:22] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:22] Found 4 complete pairs.
INFO [2025-12-12 03:05:22] Paired tests performed.
INFO [2025-12-12 03:05:22] Starting paired tests for 1 & 3
INFO [2025-12-12 03:05:22] Found 4 complete pairs.
INFO [2025-12-12 03:05:22] Paired tests performed.
INFO [2025-12-12 03:05:22] Starting paired tests for 2 & 3
INFO [2025-12-12 03:05:22] Found 4 complete pairs.
INFO [2025-12-12 03:05:23] Paired tests performed.
INFO [2025-12-12 03:05:23] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:23] Found 8 complete pairs.
INFO [2025-12-12 03:05:23] Paired tests performed.
INFO [2025-12-12 03:05:23] Starting paired tests for 1 & 3
INFO [2025-12-12 03:05:23] Found 8 complete pairs.
INFO [2025-12-12 03:05:23] Paired tests performed.
INFO [2025-12-12 03:05:23] Starting paired tests for 2 & 3
INFO [2025-12-12 03:05:23] Found 8 complete pairs.
INFO [2025-12-12 03:05:23] Paired tests performed.
INFO [2025-12-12 03:05:24] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:24] Found 4 complete pairs.
INFO [2025-12-12 03:05:24] Paired tests performed.
INFO [2025-12-12 03:05:24] Starting paired tests for 1 & 3
INFO [2025-12-12 03:05:24] Found 4 complete pairs.
INFO [2025-12-12 03:05:24] Paired tests performed.
INFO [2025-12-12 03:05:24] Starting paired tests for 2 & 3
INFO [2025-12-12 03:05:24] Found 4 complete pairs.
INFO [2025-12-12 03:05:24] Paired tests performed.
INFO [2025-12-12 03:05:25] Starting tests for A & B
INFO [2025-12-12 03:05:25] Tests performed
INFO [2025-12-12 03:05:26] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:26] Found 20 complete pairs.
INFO [2025-12-12 03:05:27] Paired tests performed.
INFO [2025-12-12 03:05:27] Starting tests for 1 & 2
INFO [2025-12-12 03:05:28] Tests performed
INFO [2025-12-12 03:05:28] Starting tests for 1 & 3
INFO [2025-12-12 03:05:28] Tests performed
INFO [2025-12-12 03:05:28] Starting tests for 2 & 3
INFO [2025-12-12 03:05:29] Tests performed
INFO [2025-12-12 03:05:29] Starting tests for 1 & 2
INFO [2025-12-12 03:05:29] Tests performed
INFO [2025-12-12 03:05:29] Starting tests for 1 & 3
INFO [2025-12-12 03:05:30] Tests performed
INFO [2025-12-12 03:05:30] Starting tests for 2 & 3
INFO [2025-12-12 03:05:30] Tests performed
INFO [2025-12-12 03:05:30] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:30] Found 4 complete pairs.
INFO [2025-12-12 03:05:31] Paired tests performed.
INFO [2025-12-12 03:05:31] Starting paired tests for 1 & 3
INFO [2025-12-12 03:05:31] Found 4 complete pairs.
INFO [2025-12-12 03:05:31] Paired tests performed.
INFO [2025-12-12 03:05:31] Starting paired tests for 2 & 3
INFO [2025-12-12 03:05:31] Found 4 complete pairs.
INFO [2025-12-12 03:05:31] Paired tests performed.
INFO [2025-12-12 03:05:31] Starting correlation tests.
INFO [2025-12-12 03:05:31] Performing correlation tests for single object
INFO [2025-12-12 03:05:32] Correlation tests performed.
INFO [2025-12-12 03:05:32] Starting correlation tests.
INFO [2025-12-12 03:05:32] Starting correlation tests.
INFO [2025-12-12 03:05:32] Starting correlation tests.
INFO [2025-12-12 03:05:32] Starting correlation tests.
INFO [2025-12-12 03:05:32] Performing correlation tests for two objects
INFO [2025-12-12 03:05:32] Correlation tests performed.
INFO [2025-12-12 03:05:32] Starting correlation tests.
INFO [2025-12-12 03:05:32] Performing correlation tests for two objects
INFO [2025-12-12 03:05:32] Correlation tests performed.
INFO [2025-12-12 03:05:32] Starting paired tests for 1 & 2
INFO [2025-12-12 03:05:32] Found 20 complete pairs.
INFO [2025-12-12 03:05:33] Paired tests performed.
INFO [2025-12-12 03:05:33] Starting tests for A & B
INFO [2025-12-12 03:05:33] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 53.518  37.537  45.514

Example timings

notameStats.Rcheck/notameStats-Ex.timings

name	user	system	elapsed
cohens_d	2.880	0.464	2.988
fit_rf	0.173	0.010	0.183
fold_change	0.365	0.466	0.330
importance_rf	0.202	0.063	0.187
muvr_analysis	14.051	1.136	15.192
perform_auc	15.632	2.244	4.983
perform_correlation_tests	5.148	3.121	3.118
perform_homoscedasticity_tests	3.019	1.397	1.778
perform_kruskal_wallis	2.184	1.324	0.668
perform_lm	2.849	1.356	1.604
perform_lm_anova	2.231	1.436	0.846
perform_lmer	11.523	1.734	4.939
perform_logistic	4.953	1.177	1.746
perform_non_parametric	10.011	5.522	4.160
perform_oneway_anova	1.679	1.112	0.782
perform_permanova	1.808	0.546	1.744
perform_t_test	1.273	1.677	1.527
pls	7.644	0.949	8.513
pls_da	17.899	0.373	18.274
summarize_results	2.377	1.066	1.221
summary_statistics	1.993	1.679	0.984