This is benchmarks of tree regressors:
- OSRT: Optimal Sparse Regression Tree
- Evtree: Evolutionary Classification and Regression Tree
- IAI: Interpretable AI
- GUIDE: Generalized, Unbiased, Interaction Detection and Estimation
- CART: Classification and Regression Tree
python run.py cmd -d dataset1 dataset2 ...
- Loss vs Sparsity:
python run.py loss
- Controllability
python run.py controllability
- Time vs Sparsity
python run.py time
- Cross-validation
python run.py cv
- Scalability
python run.py scalability
