Scoring Modeling and Optimal Binning
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Documentation for package ‘smbinning’ version 0.9
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 |