Classification on ecoli (train)
87.84AccuracyConTree
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 87.84 | 0.18 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 85.97 | 0.65 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 85.9 | 21.25 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 85.82 | 0.88 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 85.52 | 0.37 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 85.07 | 0.53 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 84.4 | 21.25 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 84.25 | 1.7 | |
| HODTConstraint type=size, K=32025.09 | 82.76 | 1.1 | |
| ConTreeConstraint type=depth, d=22025.09 | 81.11 | 0.8 | |
| CART-sizeConstraint type=size, K=32025.09 | 81.11 | 0.8 | |
| HODTConstraint type=size, K=22025.09 | 80.73 | 0.97 | |
| CART-depthConstraint type=depth, d=22025.09 | 80.37 | 1.28 | |
| CART-sizeConstraint type=size, K=22025.09 | 76.04 | 1.38 |