softclassval: Soft Classification Performance Measures

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

Author
C. Beleites <claudia.beleites@chemometrix.eu>
Date of publication
2016-05-27 17:53:02
Maintainer
C. Beleites <claudia.beleites@chemometrix.eu>
License
GPL
Version
1.0-20160527
URLs

View on R-Forge

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

Files in this package

softclassval/DESCRIPTION
softclassval/NAMESPACE
softclassval/R
softclassval/R/dev.R
softclassval/R/factor2matrix.R
softclassval/R/hardclasses.R
softclassval/R/init.R
softclassval/R/make01.R
softclassval/R/nsamples.R
softclassval/R/operators.R
softclassval/R/performance.R
softclassval/R/postproc.R
softclassval/R/softclassval.R
softclassval/R/unittestdata.R
softclassval/R/unittests.R
softclassval/inst
softclassval/inst/CITATION
softclassval/man
softclassval/man/checkrp.Rd
softclassval/man/dev.Rd
softclassval/man/factor2matrix.Rd
softclassval/man/hard.Rd
softclassval/man/hardclasses.Rd
softclassval/man/nsamples.Rd
softclassval/man/operators.Rd
softclassval/man/performance.Rd
softclassval/man/postproc.Rd
softclassval/man/softclassval-package.Rd
softclassval/man/softclassval.unittest.Rd
softclassval/tests
softclassval/tests/tests.R
softclassval/tests/tests.Rout.save