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hmeasure (version 1.0)

The H-measure and other scalar classification performance metrics

Description

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

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Version

Install

install.packages('hmeasure')

Monthly Downloads

27

Version

1.0

License

GPL (>= 2)

Maintainer

Christoforos Anagnostopoulos

Last Published

September 10th, 2012

Functions in hmeasure (1.0)

summary.hmeasure

Report performance measures using an object of class "hmeasure"
hmeasure-package

The H-measure and other classification performance metrics
HMeasure

Computes the H-measure, AUC, and several other scalar classification performance metrics.
relabel

Converts class labels to the default choice of numeric 0s and 1s
plotROC

Plotting function illustrating the H-measure of classification performance.
misclassCounts

Computes misclassification counts and related statistics by contrasting predicted with true class labels.