Regression on Abalone, Airfoil, Cadata, CCPP, CPUSmallscale, Energy, Housing (5x4 nested CV)
-0.4582CI Left BoundANFIS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ANFISCross-validation=5 x 4 nested2021.12 | -0.4582 | 1.8038 | 0.1547 | 0.125 | |
| LGBMCross-validation=5 x 4 nested2021.12 | -0.0598 | 0.085 | 0.6846 | 0.9531 | |
| MLPCross-validation=5 x 4 nested2021.12 | -0.0511 | 0.3065 | 0.1312 | 0.125 | |
| XGBCross-validation=5 x 4 nested2021.12 | -0.0479 | 0.121 | 0.33 | 0.4688 | |
| LESS-ACross-validation=5 x 4 nested2021.12 | -0.0111 | 0.3455 | 0.0615 | 0.125 | |
| LocRCross-validation=5 x 4 nested2021.12 | -0.0087 | 0.2766 | 0.0613 | 0.0156 | |
| RFCross-validation=5 x 4 nested2021.12 | -0.0052 | 0.1385 | 0.0638 | 0.0469 | |
| GPRCross-validation=5 x 4 nested2021.12 | 0.0001 | 1.0805 | 0.05 | 0.0156 | |
| MAGCross-validation=5 x 4 nested2021.12 | 0.0191 | 4.3962 | 0.0486 | 0.0312 | |
| TSKCross-validation=5 x 4 nested2021.12 | 0.0223 | 0.2348 | 0.0253 | 0.125 | |
| KNNCross-validation=5 x 4 nested2021.12 | 0.0841 | 0.5823 | 0.017 | 0.0312 |