Scoring Modeling and Optimal Binning


[Up] [Top]

Documentation for package ‘smbinning’ version 0.4

Help Pages

chileancredit Chilean Credit Data
smbinning Optimal Binning for Scoring Modeling
smbinning.custom Customized Binning
smbinning.eda Exploratory Data Analysis (EDA)
smbinning.factor Binning on Factor Variables
smbinning.factor.custom Customized Binning on Factor Variables
smbinning.factor.gen Utility to generate a new characteristic from a factor variable
smbinning.gen Utility to generate a new characteristic from a numeric variable
smbinning.metrics Performance Metrics for a Classification Model
smbinning.plot Plots after binning
smbinning.scaling Scaling
smbinning.scoring.gen Generation of Score and Its Weights
smbinning.scoring.sql Generation of SQL Code After Scaled Model
smbinning.sql SQL Code
smbinning.sumiv Information value Summary
smbinning.sumiv.plot Plot Information Value Summary