R: Scoring Modeling and Optimal Binning

# Scoring Modeling and Optimal Binning

## Documentation for package ‘smbinning’ version 0.9

- DESCRIPTION file

## Help Pages

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.logitrank | Logistic Regression Ranking
smbinning.metrics | Performance Metrics for a Classification Model
smbinning.metrics.plot | Visualization of a Classification Matrix
smbinning.monotonic | Monotonic Binning
smbinning.plot | Plots after binning
smbinning.psi | Population Stability Index
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
smbsimdf1 | Simulated Credit Data
smbsimdf2 | Monotonic Binning Sample Data
smbsimdf3 | Monotonic Binning Sample Data