Classification on BldTrns (test)
79.65AccuracyHODT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 79.65 | 4.23 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 79.3 | 2.88 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 78.94 | 3.51 | |
| HODTConstraint type=size, K=22025.09 | 78.5 | 4.37 | |
| HODTConstraint type=size, K=32025.09 | 78.25 | 3.86 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 77.23 | 2.8 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 75.45 | 4.13 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 74.06 | 3.62 | |
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 74.06 | 2.76 | |
| CART-sizeConstraint type=size, K=32025.09 | 74.06 | 3.09 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 73.86 | 3.41 | |
| CART-depthConstraint type=depth, d=22025.09 | 72.08 | 2.02 | |
| CART-sizeConstraint type=size, K=22025.09 | 72.08 | 2.02 | |
| ConTreeConstraint type=depth, d=22025.09 | 71.09 | 1.7 |