A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees.
Haoran ZhuPavankumar MuraliDzung T. PhanLam M. NguyenJayant R. KalagnanamPublished in: CoRR (2020)
Keyphrases
- dynamic programming
- objective function
- preprocessing
- learning mechanism
- learning scheme
- synthetic data
- pairwise
- cost function
- high accuracy
- mathematical model
- supervised learning
- training process
- closed form
- detection method
- optimal path
- similarity measure
- high precision
- clustering method
- edge detection
- experimental evaluation
- significant improvement
- prior knowledge