softclassval: Soft Classification Performance Measures
Version 1.0-20160527

An extension of sensitivity, specificity, positive and negative predictive value to continuous predicted and reference memberships in [0, 1].

AuthorC. Beleites <claudia.beleites@chemometrix.eu>
Date of publication2016-05-27 17:53:02
MaintainerC. Beleites <claudia.beleites@chemometrix.eu>
LicenseGPL
Version1.0-20160527
URL http://softclassval.r-forge.r-project.org/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("softclassval", repos="http://R-Forge.R-project.org")

Getting started

Package overview

Popular man pages

dev: Mark operator as deviation measure
factor2matrix: Convert hard class labels to membership matrix
hard: Mark operator as hard measure
hardclasses: Convert to hard class labels
nsamples: Number of samples
operators: And (conjunction) operators
softclassval.unittest: Run the unit tests
See all...

All man pages Function index File listing

Man pages

checkrp: Input checks and reference preparation for performance...
dev: Mark operator as deviation measure
factor2matrix: Convert hard class labels to membership matrix
hard: Mark operator as hard measure
hardclasses: Convert to hard class labels
nsamples: Number of samples
operators: And (conjunction) operators
performance: Performance calculation for soft classification
postproc: Attach postprocessing function to operator
softclassval-package: Soft classification performance measures
softclassval.unittest: Run the unit tests

Functions

and Man page Source code
checkrp Man page Source code
confmat Man page Source code
confusion Man page Source code
dev Man page Source code
dev<- Man page
factor2matrix Man page Source code
gdl Man page
hard Man page Source code
hard<- Man page
hardclasses Man page Source code
harden Man page Source code
luk Man page
make01 Source code
npv Man page Source code
nsamples Man page Source code
onAttach Source code
postproc Man page Source code
postproc<- Man page
ppv Man page Source code
prd Man page Source code
sens Man page Source code
softclassval-package Man page
softclassval.unittest Man page Source code
spec Man page Source code
strong Man page Source code
testoperators Source code
wMAE Man page Source code
wMSE Man page Source code
wRMAE Man page
wRMSE Man page
weak Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/dev.R
R/factor2matrix.R
R/hardclasses.R
R/init.R
R/make01.R
R/nsamples.R
R/operators.R
R/performance.R
R/postproc.R
R/softclassval.R
R/unittestdata.R
R/unittests.R
inst
inst/CITATION
man
man/checkrp.Rd
man/dev.Rd
man/factor2matrix.Rd
man/hard.Rd
man/hardclasses.Rd
man/nsamples.Rd
man/operators.Rd
man/performance.Rd
man/postproc.Rd
man/softclassval-package.Rd
man/softclassval.unittest.Rd
tests
tests/tests.R
tests/tests.Rout.save
softclassval documentation built on May 21, 2017, 12:53 a.m.

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