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 |
| 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 |
| macOS binaries: | r-release (arm64): InformationValue_1.2.3.tgz, r-oldrel (arm64): InformationValue_1.2.3.tgz, r-release (x86_64): InformationValue_1.2.3.tgz, r-oldrel (x86_64): InformationValue_1.2.3.tgz |
| Old sources: | InformationValue archive |
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