Classification on algerian (train)
100AccuracyConTree
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 100 | 0 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 100 | 0 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 100 | 0 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 100 | 0 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 100 | 0 | |
| HODTConstraint type=size, K=32025.09 | 100 | 0 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.9 | 0.21 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.79 | 0.25 | |
| ConTreeConstraint type=depth, d=22025.09 | 99.69 | 0.25 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.59 | 0.21 | |
| CART-sizeConstraint type=size, K=32025.09 | 99.59 | 0.21 | |
| HODTConstraint type=size, K=22025.09 | 99.59 | 0.43 | |
| CART-depthConstraint type=depth, d=22025.09 | 99.28 | 0.25 | |
| CART-sizeConstraint type=size, K=22025.09 | 99.28 | 0.25 |