CRAN/E | scoringTools

scoringTools

Credit Scoring Tools

Installation

About

Grouping essential tools for credit scoring. These statistical tools may be useful for other use-cases as well but were primarily designed for it. First, there are Reject Inference methods (Ehrhardt et al. (2017) ). Second, we build upon the already CRAN-available package 'discretization' to automate discretization of continuous features.

Citation scoringTools citation info
adimajo.github.io/scoringTools/
Bug report File report

Key Metrics

Version 0.1.3
Published 2024-03-06 51 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks scoringTools results

Downloads

Yesterday 8 +300%
Last 7 days 21 +40%
Last 30 days 119 -67%
Last 90 days 632 -14%
Last 365 days 2.445 +2%

Maintainer

Maintainer

Adrien Ehrhardt

adrien.ehrhardt@centraliens-lille.org

Authors

Adrien Ehrhardt

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

Appendix: tree biasedness
Figure 1: CEM algorithm
Figure 2: MAR well-specified
Figure 3: MAR misspecified
'scoringTools' package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

scoringTools archive

Imports

discretization
sqldf
magrittr
dplyr
methods

Suggests

MASS
rpart
Rmixmod
mvtnorm
ggplot2
speedglm
knitr
rmarkdown
plotly
pROC
shiny
DT
testthat
covr