Classification on ecoli (test)
82.94AccuracyCART-size
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 82.94 | 2.2 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 82.65 | 2.53 | |
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 82.06 | 2.85 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 81.76 | 1.5 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 81.47 | 1.77 | |
| ConTreeConstraint type=depth, d=22025.09 | 80.59 | 3.65 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 79.41 | 4.29 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 79.12 | 4.08 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 79.12 | 4.46 | |
| CART-depthConstraint type=depth, d=22025.09 | 79.12 | 2.35 | |
| HODTConstraint type=size, K=32025.09 | 79.12 | 3.81 | |
| HODTConstraint type=size, K=22025.09 | 77.64 | 4.08 | |
| CART-sizeConstraint type=size, K=32025.09 | 77.35 | 1.77 | |
| CART-sizeConstraint type=size, K=22025.09 | 75 | 2.94 |