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pROC

Display and Analyze ROC Curves

v1.19.0.1 · Jul 31, 2025 · GPL (>= 3)
CRAN GitHub Mirror

Description

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.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (180)

depends

FRESA.CAD HMTL LogisticEnsembles ROCpsych RatingScaleReduction RcmdrPlugin.ROC alternativeROC btml btrm multiridge packMBPLSDA persDx roccv tgml varoc

imports

ActiveLearning4SPM AgeTopicModels ApplyPolygenicScore AutoScore BDgraph BioMoR BioPET BioPred CalibratR CompoundEvents CytoProfile DDESONN DET DSAM Dtableone E2E EQUALPrognosis EQUALSTATS EvalTest HetSeq Hmsc Immigrate LEGIT LKT LSMjml MBMethPred MUGS MUVR2 MiRNAQCD ModTools MultiClassROC NicheBarcoding ONAM PEAXAI PSS.Health PatientLevelPrediction QuanDA RQdeltaCT RegAssure RobustPrediction S4DM SAMGEP SCGLR StepReg TSLA ThresholdROC ThresholdROCsurvival TrendInTrend TwoRegression autoFlagR auxvecLASSO bayespmtools bbl betaclust biomod2 biospear bnns caret caretSDM clintools coda4microbiome codacore combiroc cvms dtComb ebmc elo fairGATE fairGNN fairness fastml filtro finalfit glossa heimdall hierNest hsstan idiolect immunaut interflex jsmodule kgraph lares lilikoi logitFD lsirm12pl mcca mcradds metamisc miceafter mildsvm mispitools mixvlmc multid multisite.accuracy mvfmr nestfs nonet oscar pminternal pmvalsampsize pomodoro powerPLS pprof predRupdate predtools priorityelasticnet promor psfmi r4lineups randomUniformForest raptools reportROC riskscores rocbc roclab sambia sccore sivs smdi sparselink sphereML stackgbm stepPenal sureLDA tpAUC triptych visualpred wevid

suggests

BGLR BuyseTest CohortMethod DataSimilarity MAP OptimalBinningWoE ROCaggregator RcmdrPlugin.EZR SIS SSN2 StratifiedMedicine WeightedROC aplore3 arsenal bioLeak bst cassandRa catalytic clinpubr easy.glmnet ensemblepp fairmetrics funkycells fuseMLR inferCSN liver mldr palasso pre prioritylasso qeML riskRegression rtemis spmodel summata swag

Dependency Network

Dependencies Reverse dependencies Rcpp FRESA.CAD HMTL LogisticEnsembles ROCpsych RatingScaleReduction RcmdrPlugin.ROC alternativeROC btml btrm multiridge packMBPLSDA persDx roccv tgml varoc +165 more reverse deps pROC

Version History

new 1.19.0.1 Mar 10, 2026
updated 1.19.0.1 ← 1.18.5 diff Jul 30, 2025
updated 1.18.5 ← 1.18.4 diff Oct 31, 2023
updated 1.18.4 ← 1.18.2 diff Jul 5, 2023
updated 1.18.2 ← 1.18.0 diff May 12, 2023
updated 1.18.0 ← 1.17.0.1 diff Sep 2, 2021
updated 1.17.0.1 ← 1.16.2 diff Jan 12, 2021
updated 1.16.2 ← 1.16.1 diff Mar 18, 2020
updated 1.16.1 ← 1.16.0 diff Jan 13, 2020
updated 1.16.0 ← 1.15.3 diff Jan 11, 2020
updated 1.15.3 ← 1.15.0 diff Jul 21, 2019
updated 1.15.0 ← 1.14.0 diff May 31, 2019
updated 1.14.0 ← 1.13.0 diff Mar 11, 2019
updated 1.13.0 ← 1.12.1 diff Sep 23, 2018
updated 1.12.1 ← 1.12.0 diff May 5, 2018
updated 1.12.0 ← 1.11.0 diff May 4, 2018
updated 1.11.0 ← 1.10.0 diff Mar 24, 2018
updated 1.10.0 ← 1.9.1 diff Jun 9, 2017
updated 1.9.1 ← 1.8 diff Feb 4, 2017
updated 1.8 ← 1.7.3 diff May 4, 2015