Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods.
Abhineet AgarwalYan Shuo TanOmer RonenChandan SinghBin YuPublished in: CoRR (2022)
Keyphrases
- computational cost
- estimation accuracy
- significant improvement
- empirical studies
- confusion matrix
- machine learning methods
- prediction accuracy
- error rate
- genetic algorithm
- multiresolution
- neural network
- text categorization
- high dimensional
- preprocessing
- similarity measure
- computationally expensive
- search methods
- feature extraction