Tutorials

The following pages serve as an introduction to the functionalities of this package. They will guide you on how to set up and organize your pipeline to include the RuleClassifier and utilize it to prune duplicate rules in a decision tree or random forest model.

• Usage
  • Prerequisites
  • Prepare Your Dataset
  • Train a Model and Extract Rules
  • Analyze and Refine the Rules
  • Make Predictions
  • Compare Metrics
• Examples
  • COVID-19
    • Prerequisites
    • Prepare Your Dataset
    • Training the Tree and Extracting Its Rules
    • Pruning
    • Using the model
  • DDOS
    • Prerequisites
    • Prepare Your Dataset
    • Training the Forest and Extracting Its Rules
    • Pruning
    • Using the model