Expand description
Decision tree structures and algorithms
Provides tree building with:
- Shannon Entropy regularized split finding
- Best-First (Leaf-wise) growth strategy
- Histogram Subtraction Trick integration
Structs§
- Interaction
Constraints - Feature interaction constraints
- Node
- Tree node
- Split
Finder - Split finder with Shannon Entropy regularization
- Split
Info - Information about a potential split
- Tree
- Decision tree
- Tree
Grower - Tree grower configuration
Enums§
- Monotonic
Constraint - Monotonic constraint for a feature
- Node
Type - Node type: internal (split) or leaf