Back to Multiple platform build/check report for BioC 3.17:   simplified   long
ABCDEFGHIJKLMNOPQRS[T]UVWXYZ

This page was generated on 2023-10-16 11:36:45 -0400 (Mon, 16 Oct 2023).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 22.04.2 LTS)x86_644.3.1 (2023-06-16) -- "Beagle Scouts" 4626
palomino3Windows Server 2022 Datacenterx644.3.1 (2023-06-16 ucrt) -- "Beagle Scouts" 4379
merida1macOS 12.6.4 Montereyx86_644.3.1 (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 2140/2230HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
trena 1.22.2  (landing page)
Paul Shannon
Snapshot Date: 2023-10-15 14:00:13 -0400 (Sun, 15 Oct 2023)
git_url: https://git.bioconductor.org/packages/trena
git_branch: RELEASE_3_17
git_last_commit: 50a55d5
git_last_commit_date: 2023-09-11 13:23:44 -0400 (Mon, 11 Sep 2023)
nebbiolo1Linux (Ubuntu 22.04.2 LTS) / x86_64  OK    OK    WARNINGS  UNNEEDED, same version is already published
palomino3Windows Server 2022 Datacenter / x64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
merida1macOS 12.6.4 Monterey / x86_64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
kjohnson2macOS 12.6.1 Monterey / arm64see weekly results here

CHECK results for trena on palomino3


To the developers/maintainers of the trena package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/trena.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: trena
Version: 1.22.2
Command: F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:trena.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings trena_1.22.2.tar.gz
StartedAt: 2023-10-16 07:48:55 -0400 (Mon, 16 Oct 2023)
EndedAt: 2023-10-16 07:59:21 -0400 (Mon, 16 Oct 2023)
EllapsedTime: 626.4 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: trena.Rcheck
Warnings: 4

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:trena.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings trena_1.22.2.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'F:/biocbuild/bbs-3.17-bioc/meat/trena.Rcheck'
* using R version 4.3.1 (2023-06-16 ucrt)
* using platform: x86_64-w64-mingw32 (64-bit)
* R was compiled by
    gcc.exe (GCC) 12.2.0
    GNU Fortran (GCC) 12.2.0
* running under: Windows Server 2022 x64 (build 20348)
* using session charset: UTF-8
* using option '--no-vignettes'
* checking for file 'trena/DESCRIPTION' ... OK
* checking extension type ... Package
* this is package 'trena' version '1.22.2'
* 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 whether package 'trena' can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking 'build' directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... WARNING
Missing link or links in documentation object 'trena-package.Rd':
  'BayesSpikeSolver'

See section 'Cross-references' in the 'Writing R Extensions' manual.
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... WARNING
Codoc mismatches from documentation object 'EnsembleSolver':
EnsembleSolver
  Code: function(mtx.assay = matrix(), targetGene, candidateRegulators,
                 solverNames = c("lasso", "lassopv", "pearson",
                 "bicor", "randomForest", "ridge", "spearman",
                 "xgboost"), geneCutoff = 0.1, alpha.lasso = 0.9,
                 alpha.ridge = 0, lambda.lasso = numeric(0),
                 lambda.ridge = numeric(0), lambda.sqrt = numeric(0),
                 nCores.sqrt = 4, quiet = TRUE)
  Docs: function(mtx.assay = matrix(), targetGene, candidateRegulators,
                 solverNames = c("lasso", "lassopv", "pearson",
                 "bicor", "randomForest", "ridge", "spearman",
                 "xgboost"), geneCutoff = 0.1, alpha.lasso = 0.9,
                 alpha.ridge = 0, lambda.lasso = numeric(0),
                 lambda.ridge = numeric(0), lambda.sqrt = numeric(0),
                 nCores.sqrt = 4, nOrderings.bayes = 10, quiet = TRUE)
  Argument names in docs not in code:
    nOrderings.bayes
  Mismatches in argument names:
    Position: 12 Code: quiet Docs: nOrderings.bayes

* checking Rd \usage sections ... WARNING
Undocumented arguments in documentation object 'EnsembleSolver'
  'nOrderings.bayes'

Functions with \usage entries need to have the appropriate \alias
entries, and all their arguments documented.
The \usage entries must correspond to syntactically valid R code.
See chapter 'Writing R documentation files' in the 'Writing R
Extensions' manual.
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking include directives in Makefiles ... OK
* checking files in 'vignettes' ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
            user system elapsed
solve.Ridge 6.35   0.27    6.62
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
  Running 'runTests.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... WARNING
Found 'inst/doc/makefile': should be 'Makefile' and will be ignored
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 4 WARNINGs
See
  'F:/biocbuild/bbs-3.17-bioc/meat/trena.Rcheck/00check.log'
for details.



Installation output

trena.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD INSTALL trena
###
##############################################################################
##############################################################################


* installing to library 'F:/biocbuild/bbs-3.17-bioc/R/library'
* installing *source* package 'trena' ...
** using staged installation
** R
** inst
** byte-compile and prepare package for lazy loading
See system.file("LICENSE", package="MotifDb") for use restrictions.
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
See system.file("LICENSE", package="MotifDb") for use restrictions.
** testing if installed package can be loaded from final location
See system.file("LICENSE", package="MotifDb") for use restrictions.
** testing if installed package keeps a record of temporary installation path
* DONE (trena)

Tests output

trena.Rcheck/tests/runTests.Rout


R version 4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (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.

> require(trena) || stop("unable to load trena Package")
Loading required package: trena
Loading required package: glmnet
Loading required package: Matrix
Loaded glmnet 4.1-8
Loading required package: MotifDb
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
Loading required package: stats4

Attaching package: 'S4Vectors'

The following objects are masked from 'package:Matrix':

    expand, unname

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

Attaching package: 'IRanges'

The following object is masked from 'package:grDevices':

    windows

Loading required package: GenomicRanges
Loading required package: GenomeInfoDb
Loading required package: Biostrings
Loading required package: XVector

Attaching package: 'Biostrings'

The following object is masked from 'package:base':

    strsplit

See system.file("LICENSE", package="MotifDb") for use restrictions.


[1] TRUE
> BiocGenerics:::testPackage('trena')
[1] --- test_BayesSpikeSolverConstructor
[1] --- test_ampAD.mef2c.154tfs.278samples.bayesSpike
[1] --- test_nOrderings
[1] --- test_BayesSpikeSolverConstructor
[1] --- test_ampAD.mef2c.154tfs.278samples.bayesSpike
[1] --- test_nOrderings
[1] --- test_BicorSolverConstructor
[1] --- test_ampAD.mef2c.154tfs.278samples.bicor
[1] --- test_BicorSolverConstructor
[1] --- test_ampAD.mef2c.154tfs.278samples.bicor
[1] --- test_CandidateFilter
[1] --- test_CandidateFilter
[1] --- test_EnsembleSolverConstructor
[1] --- test_getSolverNames
[1] --- test_ampAD.mef2c.154tfs.278samples.ensemble
[1] --- test_ampAD.mef2c.154tfs.278samples.randomForestAndXGBoost
[1] --- test_selectedSolversOnly
[1] --- test_oneSolver
[1] --- test_invalidSolvers
[1] --- test_EnsembleSolverConstructor
[1] --- test_ampAD.mef2c.154tfs.278samples.ensemble
Warning in WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
[1] --- test_ampAD.mef2c.154tfs.278samples.randomForestAndXGBoost
[1] --- test_getSolverNames
[1] --- test_invalidSolvers
[1] --- test_oneSolver
[1] --- test_selectedSolversOnly
Warning in WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
[1] --- test_FootprintFilter.byRegion
[1] --- test_FootprintFilter.byTwoRegions
[1] --- test_FootprintFilter.byRegion
[1] --- test_FootprintFilter.byTwoRegions
Loading required package: DBI
[1] --- test_parseDatabaseUri
[1] --- test_constructor
[1] --- test_getGtfGeneBioTypes
[1] --- test_getGtfMoleculeTypes
[1] --- test_getChromLoc
[1] --- test_getGenePromoterRegion
[1] --- test_getFootprintsInRegion
[1] --- test_getFootprintsInRegionWithVariants
[1] --- test_getFootprintsForGene
[1] --- test_constructor
[1] --- test_getChromLoc
[1] --- test_getFootprintsForGene
[1] --- test_getFootprintsInRegion
[1] --- test_getFootprintsInRegionWithVariants
[1] --- test_getGenePromoterRegion
[1] --- test_getGtfGeneBioTypes
[1] --- test_getGtfMoleculeTypes
[1] --- test_parseDatabaseUri
[1] --- test_directMode
Loading required package: org.Hs.eg.db
Loading required package: AnnotationDbi
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")'.

[1] --- test_directMode
[1] --- test_getOpenChromatinFastAndSimple
[1] --- test_getOpenChromatinFastAndSimple
[1] --- test_LassoPvSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.lassopv
[1] --- test_LassoPvSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.lassopv
[1] --- test_LassoSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_developAndFitDummyTestData
[1] --- test_fitDummyData
[1] --- test_ampAD.mef2c.154tfs.278samples.lasso
[1] --- test_alpha.lasso
[1] --- test_lambda.lasso
[1] --- test_keep.metrics.lasso
Warning: call dbDisconnect() when finished working with a connection
[1] --- test_scalePredictorPenalties.lasso
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_LassoSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_alpha.lasso
[1] --- test_ampAD.mef2c.154tfs.278samples.lasso
[1] --- test_developAndFitDummyTestData
[1] --- test_fitDummyData
[1] --- test_keep.metrics.lasso
[1] --- test_lambda.lasso
[1] --- test_scalePredictorPenalties.lasso
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_getSequence
[1] --- test_bugInStartEndOfMinusStrandHits
[1] --- test_.injectSnp
[1] --- test_.getScoredMotifs
[1] --- test_noMatch
[1] --- test_findMatchesByChromosomalRegion
[1] --- test_findMatchesByChromosomalRegion.twoAlternateAlleles
[1] --- test_findMatchesByChromosomalRegion.yeast
[1] --- test_findMatchesByChromosomalRegion.athaliana
[1] --- test_.getScoredMotifs
[1] --- test_.injectSnp
[1] --- test_basicConstructor
[1] --- test_bugInStartEndOfMinusStrandHits
[1] --- test_findMatchesByChromosomalRegion
[1] --- test_findMatchesByChromosomalRegion.athaliana
[1] --- test_findMatchesByChromosomalRegion.twoAlternateAlleles
[1] --- test_findMatchesByChromosomalRegion.yeast
[1] --- test_findMatchesByMultipleChromosomalRegions
[1] --- test_getSequence
[1] --- test_noMatch
[1] --- test_PearsonSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.pearson
[1] --- test_PearsonSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.pearson
[1] --- test_RandomForestSolverConstructor
[1] --- test_RandomForestSolverFewCandidates
[1] --- test_ampAD.mef2c.154tfs.278samples.randomForest
[1] --- test_RandomForestSolverConstructor
[1] --- test_RandomForestSolverFewCandidates
[1] --- test_ampAD.mef2c.154tfs.278samples.randomForest
[1] --- test_RidgeSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.ridge
[1] --- test_alpha.ridge
[1] --- test_lambda.ridge
[1] --- test_keep.metrics.ridge
[1] --- test_RidgeSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_alpha.ridge
[1] --- test_ampAD.mef2c.154tfs.278samples.ridge
[1] --- test_keep.metrics.ridge
[1] --- test_lambda.ridge
[1] --- test_getAssayData
[1] --- test_getTarget
Warning in Solver(mtx, "gene1", c("gene2", "gene3")) :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_getRegulators
[1] --- test_eliminateSelfTFs
[1] --- test_MatrixWarnings
[1] --- test_TargetAndRegulatorWarnings
[1] --- test_MatrixWarnings
[1] --- test_TargetAndRegulatorWarnings
[1] --- test_eliminateSelfTFs
[1] --- test_getAssayData
Warning in Solver(mtx, "gene1", c("gene2", "gene3")) :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_getRegulators
[1] --- test_getTarget
[1] --- test_SpearmanSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.spearman
[1] --- test_SpearmanSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
[1] --- test_ampAD.mef2c.154tfs.278samples.spearman
[1] --- test_VarianceFilter
[1] --- test_VarianceFilter
--- test_XGBoostSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
--- test_ampAD.mef2c.154tfs.278samples.XGBoost
--- test_XGBoostSolverConstructor
Warning in Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
--- test_ampAD.mef2c.154tfs.278samples.XGBoost


RUNIT TEST PROTOCOL -- Mon Oct 16 07:59:06 2023 
*********************************************** 
Number of test functions: 79 
Number of errors: 0 
Number of failures: 0 

 
1 Test Suite : 
trena RUnit Tests - 79 test functions, 0 errors, 0 failures
Number of test functions: 79 
Number of errors: 0 
Number of failures: 0 
Warning messages:
1: In Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
2: In WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
3: In Solver(mtx.assay = mtx.assay, quiet = quiet, targetGene = targetGene,  :
  Target gene mean expression is in the bottom 10% of all genes in the assay matrix
4: In WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
5: In WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
6: In WGCNA::bicor(x = x, y = y, use = "pairwise.complete.obs") :
  bicor: zero MAD in variable 'x'. Pearson correlation was used for individual columns with zero (or missing) MAD.
> 
> proc.time()
   user  system elapsed 
 264.90    7.51  273.79 

Example timings

trena.Rcheck/trena-Ex.timings

nameusersystemelapsed
BicorSolver0.010.010.08
CandidateFilter-class000
EnsembleSolver0.010.000.02
FootprintFilter-class000
GeneOntologyFilter-class0.070.030.09
HumanDHSFilter-class000
LassoPVSolver0.010.000.02
LassoSolver0.020.000.02
MotifMatcher-class0.170.020.19
PearsonSolver0.020.000.01
RandomForestSolver0.010.000.02
RidgeSolver000
Solver-class0.020.000.01
SpearmanSolver0.010.000.02
Trena-class000
VarianceFilter-class0.020.000.02
XGBoostSolver0.010.000.01
assessSnp000
createGeneModelFromRegulatoryRegions000
createGeneModelFromTfList000
findMatchesByChromosomalRegion000
getAssayData0.020.000.02
getAvailableSolvers000
getCandidates-FootprintFilter-method0.000.010.00
getCandidates-GeneOntologyFilter-method0.590.140.74
getCandidates-HumanDHSFilter-method000
getCandidates-VarianceFilter-method000
getChromLoc0.030.000.03
getEncodeRegulatoryTableNames-HumanDHSFilter000
getFootprintsForGene0.020.000.05
getFootprintsInRegion0.030.000.14
getGeneModelTableColumnNames000
getGenePromoterRegion0.010.000.02
getGtfGeneBioTypes0.020.000.01
getGtfMoleculeTypes000
getPfms0.080.000.08
getPromoterRegionsAllGenes0.170.000.17
getProximalPromoter000
getRegulators000
getRegulatoryChromosomalRegions0.020.000.02
getRegulatoryRegions000
getRegulatoryTableColumnNames000
getSequence000
getSolverNames0.020.000.01
getTarget0.010.000.02
parseChromLocString000
parseDatabaseUri0.020.000.02
rescalePredictorWeights0.010.000.01
show-HumanDHSFilter-method000
show.BicorSolver0.020.000.02
show.EnsembleSolver0.010.000.02
show.LassoPVSolver000
show.LassoSolver000
show.MotifMatcher0.020.000.02
show.PearsonSolver0.010.000.02
show.RandomForestSolver0.020.000.01
show.RidgeSolver0.020.000.02
show.SpearmanSolver0.010.000.01
show.XGBoostSolver0.020.000.02
solve.Bicor0.840.010.86
solve.Ensemble000
solve.Lasso2.380.102.47
solve.LassoPV0.120.000.14
solve.Pearson000
solve.RandomForest2.490.012.50
solve.Ridge6.350.276.62
solve.Spearman0.040.000.03
solve.XGBoost1.040.050.80