pROC: Display and Analyze ROC Curves

Tools for visualizing, smoothing and comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests based on U-statistics or bootstrap. Confidence intervals can be computed for (p)AUC or ROC curves.

Version: 1.18.0
Depends: R (≥ 2.14)
Imports: methods, plyr, Rcpp (≥ 0.11.1)
LinkingTo: Rcpp
Suggests: microbenchmark, tcltk, MASS, logcondens, doParallel, testthat, vdiffr, ggplot2
Published: 2021-09-03
Author: Xavier Robin ORCID iD [cre, aut], Natacha Turck [aut], Alexandre Hainard [aut], Natalia Tiberti [aut], Frédérique Lisacek [aut], Jean-Charles Sanchez [aut], Markus Müller [aut], Stefan Siegert [ctb] (Fast DeLong code), Matthias Doering [ctb] (Hand & Till Multiclass), Zane Billings [ctb] (DeLong paired test CI)
Maintainer: Xavier Robin <pROC-cran at>
License: GPL (≥ 3)
NeedsCompilation: yes
Citation: pROC citation info
Materials: README NEWS
CRAN checks: pROC results


Reference manual: pROC.pdf


Package source: pROC_1.18.0.tar.gz
Windows binaries: r-devel:, r-devel-UCRT:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): pROC_1.18.0.tgz, r-release (x86_64): pROC_1.18.0.tgz, r-oldrel: pROC_1.18.0.tgz
Old sources: pROC archive

Reverse dependencies:

Reverse depends: bimixt, FRESA.CAD, multiridge, packMBPLSDA, RatingScaleReduction, RcmdrPlugin.ROC, roccv, ROCpsych, switchBox
Reverse imports: APML, AutoScore, bbl, Biocomb, biomod2, BioPET, biospear, CalibratR, caret, chemmodlab, combiroc, CoOL, cvms, DET, ecpc, EFS, fairness, FAMILY, finalfit, fusionchartsR, GmAMisc, gren, Hmsc, HPiP, hsstan, Immigrate, INSPEcT, interflex, jlsm, jsmodule, LANDD, lares, LEGIT, lilikoi, LKT, LogisticDx, mcca, metamisc, MiDA, MiRNAQCD, ModTools, MSiP, multid, multisite.accuracy, neatStats, nestfs, netprioR, nonet, oncrawlR, pathwayTMB, PDATK, PO.EN, preciseTAD, predtools, PropensitySub, psfmi, PSS.Health, quantable, r4lineups, randomUniformForest, reportROC, RIVER, Rtpca, sambia, SAMGEP, scAnnotatR, scClassifR, sccore, scds, SCGLR, SIAMCAT, sivs, statVisual, stepPenal, sureLDA, ThresholdROC, tpAUC, transcriptR, TrendInTrend, visualpred, wevid, xspliner, yardstick
Reverse suggests: aplore3, arsenal, BDgraph, bst, BuyseTest, caretEnsemble, cassandRa, conos, dtree, eclust, ensemblepp, FeatureHashing, fscaret, genomicInstability, glmSparseNet, liver, mipred, mldr, moreparty, prioritylasso, RcmdrPlugin.EZR, riskRegression, ROCaggregator, scoringTools, StratifiedMedicine, swag, TBSignatureProfiler, WeightedROC
Reverse enhances: palasso


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