Classification on Haberman (train)
82.83AccuracyHODT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 82.83 | — | — | — | 1.15 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 82.48 | — | — | — | 0.97 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 81.68 | — | — | — | 0.86 | |
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 80.97 | — | — | — | 1.22 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 77.97 | — | — | — | 1.71 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 77.35 | — | — | — | 1.38 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 77.17 | — | — | — | 2.21 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 76.2 | — | — | — | 1.99 | |
| Decision treeSize=2.6 (1-11)2026.04 | — | 55.4 | 0 | 43.5 | — | |
| LassoSize=0.4 (0-1)2026.04 | — | 58.4 | 2.6 | 42.7 | — | |
| LogisticSize=3.0 (3-3)2026.04 | — | 70.1 | 5.4 | 45.2 | — | |
| RISKSLIMSize=0.0 (0-0)2026.04 | — | 50 | 0.8 | 42.2 | — | |
| RSS-DNBSize=2.4 (2-3)2026.04 | — | 73.3 | 0 | 47.6 | — | |
| RSS-DNB-SASize=3.0 (3-3)2026.04 | — | 73.8 | 0 | 48.1 | — | |
| SLIMSize=3.0 (3-3)2026.04 | — | 63.7 | 4.7 | 35.5 | — |