Classification on Cryotherapy (test)
94.44AccuracyHODT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HODTAlgorithm=HODT, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 94.44 | 3.93 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 93.33 | 3.93 | |
| HODTConstraint type=size, K=22025.09 | 93.33 | 6.33 | |
| HODTConstraint type=size, K=32025.09 | 93.33 | 4.65 | |
| HODTAlgorithm=HODT, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 92.22 | 1.95 | |
| ConTreeConstraint type=depth, d=22025.09 | 91.11 | 6.67 | |
| CART-depthAlgorithm=CART-depth, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 90 | 6.48 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=4, Evaluation Protocol=Five-fold cross-validation2025.09 | 90 | 6.48 | |
| CART-depthConstraint type=depth, d=22025.09 | 90 | 6.48 | |
| CART-sizeConstraint type=size, K=32025.09 | 90 | 6.48 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=5, Evaluation Protocol=Five-fold cross-validation2025.09 | 86.67 | 9.03 | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=6, Evaluation Protocol=Five-fold cross-validation2025.09 | 86.67 | 9.03 | |
| CART-sizeConstraint type=size, K=22025.09 | 80 | 10.3 | |
| ConTreeAlgorithm=ConTree, d (depth)=3, Evaluation Protocol=Five-fold cross-validation2025.09 | 78.89 | 12.86 |