CRAN/E | pROC

pROC

Display and Analyze ROC Curves

Installation

About

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.

Citation pROC citation info
expasy.org/tools/pROC/
Bug report File report

Key Metrics

Version 1.18.2
R ≥ 2.14
Published 2023-05-13 21 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks pROC results

Downloads

Last 24 hours 0 -100%
Last 7 days 28.658 -29%
Last 30 days 150.239 +10%
Last 90 days 408.507 +33%
Last 365 days 1.443.006 -31%

Maintainer

Maintainer

Xavier Robin

pROC-cran@xavier.robin.name

Authors

Xavier Robin

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)

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pROC archive

Depends

R ≥ 2.14

Imports

methods
plyr
Rcpp ≥ 0.11.1

Suggests

microbenchmark
tcltk
MASS
logcondens
doParallel
testthat
vdiffr
ggplot2

LinkingTo

Rcpp

Reverse Depends

FRESA.CAD
HMTL
multiridge
packMBPLSDA
persDx
RatingScaleReduction
RcmdrPlugin.ROC
roccv
ROCpsych
switchBox

Reverse Imports

AutoScore
bbl
BDgraph
Biocomb
biomod2
BioPET
biospear
CalibratR
caret
chemmodlab
coda4microbiome
codacore
combiroc
CoOL
cvms
ebmc
ecpc
EFS
elo
fairness
finalfit
gren
Hmsc
HPiP
hsstan
Immigrate
INSPEcT
interflex
jlsm
jsmodule
lares
LEGIT
lilikoi
logitFD
lsirm12pl
MACP
MBMethPred
mcca
metamisc
miceafter
microbiomeMarker
MiDA
mildsvm
MiMIR
MiRNAQCD
ModTools
MSiP
mslp
multid
multisite.accuracy
Load all 95 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

aplore3
arsenal
bst
BuyseTest
caretEnsemble
cassandRa
eclust
ensemblepp
FeatureHashing
fgga
fscaret
genomicInstability
glmSparseNet
liver
LKT
metabolomicsR
mldr
moreparty
Platypus
pre
prioritylasso
RcmdrPlugin.EZR
riskRegression
ROCaggregator
scoringTools
spatialHeatmap
StratifiedMedicine
swag
TBSignatureProfiler
WeightedROC

Reverse Enhances

palasso