PerfMeas: PerfMeas: Performance Measures for ranking and classification tasks

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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.

Author
Giorgio Valentini, Matteo Re -- Universita' degli Studi di Milano
Date of publication
2014-09-07 11:28:42
Maintainer
Giorgio Valentini<valentini@di.unimi.it>
License
GPL (>= 2)
Version
1.2.1

View on CRAN

Man pages

AUC.measures
AUC measures
AUPRC
Area Under the Precision Recall Curve
example.data
Datasets used in the examples of the package
F.measures
F-measures
get.all.nodes.by.depth
Getting nodes by their depth
graphics
Graphics function to plot precision/recall or f.score/recall...
PerfMeas-package
PerfMeas: Performance Measures for ranking and classification...
PXR
Precision at a given recall level measures

Files in this package

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