Package index • KAscore

Package Datasets

Mock data to help you get started

loans: A spin on the famous GermanCredit machine learning dataset.

Feature Engineering

Functions for building scorecard-ready independent variables

bin_quantile(): Perform Quantile Binning of a Numeric Vector
woe(): Calculate Weight-of-Evidence
iv(): Calculate Information Value for a Set of Independent Variables

Scorecard Development

Functions for building the scorecard

odds(): Calculate the Odds by Score
points(): Calculate the Scorecard Points for a Class in an Independent Variable
scorecard(): Create a Scorecard Model Object
predict(<scorecard>): Predict Method for Scorecard Models
print(<scorecard>): Print Method for Scorecard Models
summary(<scorecard>): Summary Method for Scorecard Models

Ongoing Monitoring

Functions for monitoring the scorecard

psi(): Calculate the Population Stability Index
cai(): Calculate the Characteristic Analysis Index