InformationValue: Performance Analysis and Companion Functions for Binary Classification Models

Provides companion function for analysing the performance of classification models. Also, provides function to optimise probability cut- off score based on used specified objectives, Plot 'ROC' Curve in 'ggplot2', 'AUROC', 'IV', 'WOE' Calculation, 'KS Statistic' etc to aid accuracy improvement in binary classification models.

Version: 1.2.3
Depends: R (≥ 3.0.0)
Imports: ggplot2, data.table
Suggests: knitr
Published: 2016-10-30
Author: Selva Prabhakaran
Maintainer: Selva Prabhakaran <selva86 at gmail.com>
BugReports: https://github.com/selva86/InformationValue/issues License: GPL (>= 2)
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: http://r-statistics.co/Information-Value-With-R.html
NeedsCompilation: no
Materials: README
CRAN checks: InformationValue results

Downloads:

Reference manual: InformationValue.pdf
Vignettes: Vignette Title Subtitle
Package source: InformationValue_1.2.3.tar.gz
Windows binaries: r-devel: InformationValue_1.2.3.zip, r-release: InformationValue_1.2.3.zip, r-oldrel: InformationValue_1.2.3.zip
OS X Mavericks binaries: r-release: InformationValue_1.2.3.tgz, r-oldrel: InformationValue_1.2.3.tgz
Old sources: InformationValue archive

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