hmeasure: The H-measure and other scalar classification performance metrics

Scalar performance metrics, including the H-measure, based on classification scores for several classifiers applied to the same dataset.

Author
Christoforos Anagnostopoulos <christoforos.anagnostopoulos06@imperial.ac.uk> and David J. Hand <d.j.hand@imperial.ac.uk>
Date of publication
2012-09-10 13:50:11
Maintainer
Christoforos Anagnostopoulos <christoforos.anagnostopoulos06@imperial.ac.uk>
License
GPL (>= 2)
Version
1.0
URLs

View on CRAN

Man pages

HMeasure
Computes the H-measure, AUC, and several other scalar...
hmeasure-package
The H-measure and other classification performance metrics
misclassCounts
Computes misclassification counts and related statistics by...
plotROC
Plotting function illustrating the H-measure of...
relabel
Converts class labels to the default choice of numeric 0s and...
summary.hmeasure
Report performance measures using an object of class...

Files in this package

hmeasure
hmeasure/MD5
hmeasure/inst
hmeasure/inst/doc
hmeasure/inst/doc/hmeasure.pdf
hmeasure/inst/doc/hmeasure.Rnw
hmeasure/man
hmeasure/man/relabel.Rd
hmeasure/man/misclassCounts.Rd
hmeasure/man/HMeasure.Rd
hmeasure/man/hmeasure-package.Rd
hmeasure/man/summary.hmeasure.Rd
hmeasure/man/plotROC.Rd
hmeasure/DESCRIPTION
hmeasure/R
hmeasure/R/hmeasure_package_v5.R
hmeasure/NAMESPACE
hmeasure/vignettes
hmeasure/vignettes/hmeasure-013.pdf
hmeasure/vignettes/hmeasure-004.pdf
hmeasure/vignettes/hmeasure-011.pdf
hmeasure/vignettes/hmeasure-023.pdf
hmeasure/vignettes/hmeasure-002.pdf
hmeasure/vignettes/hmeasure.dvi
hmeasure/vignettes/hmeasure-009.pdf
hmeasure/vignettes/hmeasure-019.pdf
hmeasure/vignettes/hmeasure_2107.pdf
hmeasure/vignettes/hmeasure-007.pdf
hmeasure/vignettes/hmeasure_2207.pdf
hmeasure/vignettes/hmeasure-010.pdf
hmeasure/vignettes/hmeasure-020.pdf
hmeasure/vignettes/hmeasure-016.pdf
hmeasure/vignettes/hmeasure-005.pdf
hmeasure/vignettes/hmeasure-015.pdf
hmeasure/vignettes/hmeasure-006.pdf
hmeasure/vignettes/hmeasure-003.pdf
hmeasure/vignettes/hmeasure-024.pdf
hmeasure/vignettes/hmeasure-012.pdf
hmeasure/vignettes/hmeasure-017.pdf
hmeasure/vignettes/hmeasure.Rnw.backup
hmeasure/vignettes/hmeasure-001.pdf
hmeasure/vignettes/hmeasure-018.pdf
hmeasure/vignettes/hmeasure.Rnw
hmeasure/vignettes/hmeasure-008.pdf
hmeasure/vignettes/hmeasure-022.pdf