PerfMeas: PerfMeas: Performance Measures for ranking and classification tasks

Package that implements different performance measures for classification and ranking tasks. AUC, precision at a given recall, F-score for single and multiple classes are available.

Install the latest version of this package by entering the following in R:
install.packages("PerfMeas")
AuthorGiorgio Valentini, Matteo Re -- Universita' degli Studi di Milano
Date of publication2014-09-07 11:28:42
MaintainerGiorgio Valentini<valentini@di.unimi.it>
LicenseGPL (>= 2)
Version1.2.1

View on CRAN

Functions

AUC.measures Man page
AUC.single Man page
AUC.single.over.classes Man page
AUPRC Man page
compute.mean.AUC.single.over.classes Man page
compute.mean.F.measure.single.over.classes Man page
example.data Man page
F.measures Man page
F.measure.single Man page
F.measure.single.over.classes Man page
get.all.nodes.by.depth Man page
PerfMeas Man page
PerfMeas-package Man page
performance.curves.plot Man page
precision.at.all.recall.levels Man page
precision.at.multiple.recall.level Man page
precision.at.multiple.recall.level.over.classes Man page
precision.at.recall.level Man page
precision.at.recall.level.over.classes Man page
precision.recall.curves.plot Man page
PrecRec Man page
PXR Man page
Scores Man page
T Man page
trap.rule.integral Man page

Files

inst
inst/doc
inst/doc/PerfMeas.pdf
src
src/PerfMeas.c
NAMESPACE
data
data/T.rda
data/PrecRec.txt.gz
data/Scores.rda
R
R/PerfMeas.1.2.1.R
MD5
DESCRIPTION
man
man/PerfMeas-package.Rd man/F.measures.Rd man/AUPRC.Rd man/example.data.Rd man/get.all.nodes.by.depth.Rd man/PXR.Rd man/graphics.Rd man/AUC.measures.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.