Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.
Abhineet AgarwalYan Shuo TanOmer RonenChandan SinghBin YuPublished in: ICML (2022)
Keyphrases
- prediction accuracy
- hierarchical structure
- hierarchical model
- high accuracy
- database
- structural model
- computer vision
- predictive power
- parametric models
- parameter estimation
- error rate
- mathematical models
- models built
- classification models
- statistical model
- image registration
- probabilistic model
- data structure
- genetic algorithm
- data mining