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🎯 Stable-CART: Individual decision trees with stability-focused modifications.
stable-cart v1.0.0

API Reference:

  • API Reference
    • LessGreedyHybridTree
    • BootstrapVariancePenalizedTree
    • RobustPrefixHonestTree
    • prediction_stability
    • evaluate_models
    • BaseStableTree
    • SplitCandidate
    • StabilityMetrics
    • SplitStrategy
    • create_split_strategy

Examples:

  • Examples
    • Getting Started with Stable-CART Methods
    • Bootstrap Variance Analysis Methodology
    • Multi-Dataset Comparison Study

Links:

  • GitHub Repository
  • PyPI Package
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