Regression on Diabetes dataset
0.8R2FP-SCATE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FP-SCATETarget Model Size=100KB2026.05 | 0.8 | — | — | |
| SCATETarget Model Size=10KB2026.05 | 0.79 | — | — | |
| FP-SCATETarget Model Size=10KB2026.05 | 0.79 | — | — | |
| SCATETarget Model Size=100KB2026.05 | 0.79 | — | — | |
| FIRETarget Model Size=10KB2026.05 | 0.77 | — | — | |
| FIRETarget Model Size=100KB2026.05 | 0.77 | — | — | |
| RFTarget Model Size=Original2026.05 | 0.76 | — | — | |
| FPTarget Model Size=10KB2026.05 | 0.76 | — | — | |
| FPTarget Model Size=100KB2026.05 | 0.76 | — | — | |
| LOPTarget Model Size=10KB2026.05 | 0.74 | — | — | |
| LOPTarget Model Size=100KB2026.05 | 0.74 | — | — | |
| SSFTarget Model Size=100KB2026.05 | 0.73 | — | — | |
| TETarget Model Size=100KB2026.05 | 0.66 | — | — | |
| Gradient Boosting2026.05 | 0.453 | 44.6 | 53.84 | |
| Linear Regression2026.05 | 0.453 | 42.79 | 53.85 | |
| Random Forest2026.05 | 0.434 | 44.58 | 54.76 | |
| MLP2026.05 | -0.188 | 62.08 | 79.33 | |
| DNNScale=×0.012025.09 | — | — | 0.584 | |
| fSpAMScale=×0.012025.09 | — | — | 0.588 | |
| GAMI-NETScale=×0.012025.09 | — | — | 0.542 | |
| LASSOScale=×0.012025.09 | — | — | 0.595 | |
| LASSONETScale=×0.012025.09 | — | — | 0.566 | |
| NAMScale=×0.012025.09 | — | — | 0.556 | |
| NODE-GA2MScale=×0.012025.09 | — | — | 0.674 | |
| NODE-GAMScale=×0.012025.09 | — | — | 0.622 | |
| SDAMIScale=×0.012025.09 | — | — | 0.524 |