Regularized impurity reduction: accurate decision trees with complexity guarantees.
Guangyi ZhangAristides GionisPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- decision trees
- complexity reduction
- high accuracy
- least squares
- high quality
- predictive accuracy
- space complexity
- decision tree induction
- image sequences
- computational complexity
- computational cost
- decision rules
- highly accurate
- machine learning algorithms
- feature construction
- constructive induction
- regularized least squares
- feature selection