Classification on Cryotherapy (train)
99.72AccuracyHODT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.72 | 0.77 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.72 | 0.49 | |
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.44 | 0.69 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 99.44 | 0.77 | |
| HODTConstraint type=size, K=32025.09 | 99.16 | 0.77 | |
| HODTConstraint type=size, K=22025.09 | 98.31 | 0.63 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 97.75 | 1.69 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 96.62 | 1.91 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 94.93 | 1.91 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 94.93 | 1.91 | |
| CART-depthConstraint type=depth, d=22025.09 | 94.93 | 1.91 | |
| ConTreeConstraint type=depth, d=22025.09 | 94.93 | 1.91 | |
| CART-sizeConstraint type=size, K=32025.09 | 94.93 | 1.91 | |
| CART-sizeConstraint type=size, K=22025.09 | 91.83 | 2.87 |