Classification on Ai4iMF (test)
97.06Mean 0-1 LossCART-size
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=42025.09 | 97.06 | 0.39 | — | — | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=52025.09 | 97.19 | 0.32 | — | — | |
| CART-depthAlgorithm=CART-depth, d (tree depth)=32025.09 | 97.23 | 0.48 | — | — | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=62025.09 | 97.26 | 0.38 | — | — | |
| ConTreeAlgorithm=ConTree, d (tree depth)=32025.09 | 97.27 | 0.22 | — | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=62025.09 | 97.85 | 0.09 | — | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=52025.09 | 97.92 | 0.17 | — | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=42025.09 | 98.01 | 0.17 | — | — | |
| Deep-ICEK (Rank)=1, Direct training (marked by *)=false2025.05 | — | — | 97.4 | 0.36 | |
| Deep-ICEK (Rank)=2, Direct training (marked by *)=false2025.05 | — | — | 97.82 | 0.35 | |
| Deep-ICEK (Rank)=3, Direct training (marked by *)=false2025.05 | — | — | 97.71 | 0.25 | |
| MLPK (Rank)=12025.05 | — | — | 96.9 | 0.4 | |
| MLPK (Rank)=22025.05 | — | — | 97.02 | 0.39 | |
| MLPK (Rank)=32025.05 | — | — | 97.55 | 0.46 | |
| SVM2025.05 | — | — | 96.48 | 0.44 |