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Decision Tree
beginnersupervised
non parametricclassificationregressiontabular
Mechanisms
recursive partitioningthreshold rules
Properties
interpretablenonlinear
Constraints
poor extrapolationsensitive to tuning
Practical profile
- Explainability
- high
- Training cost
- low
- Inference cost
- low
- Data appetite
- low
