Feature Screening with screenpredictors (Risk Management Toolbox)

This example shows how to perform predictor screening using screenpredictors.

Case Study for a Credit Scorecard Analysis

This example shows how to create a creditscorecard object, bin data, display, and plot binned data information.

Credit Scorecards with Constrained Logistic Regression Coefficients

To compute scores for a creditscorecard object with constraints for equality, inequality, or bounds on the coefficients of the logistic regression model, use fitConstrainedModel.

Credit Scorecard Modeling with Missing Values

This example shows alternative workflows to handle missing values when working with creditscorecard objects.

Comparison of Credit Scoring Using Logistic Regression and Decision Trees (Risk Management Toolbox)

This example shows the workflow for creating and comparing two credit scoring models: a credit scoring model based on logistic regression and a credit scoring model based on decision trees.

Use Reject Inference Techniques with Credit Scorecards (Risk Management Toolbox)

This example demonstrates the hard-cutoff and fuzzy augmentation approaches to reject inference.

Credit Rating by Bagging Decision Trees (Statistics and Machine Learning Toolbox)

This example shows how to build an automated credit rating tool.

compactCreditScorecard Object Workflow (Risk Management Toolbox)

This example shows a workflow for creating a compactCreditScorecard object from a creditscorecard object.