Regression on Synthetic Simulation Case 6
0.29RMSEGAMI-NET
Evaluation Results
| Method | Links | |
|---|---|---|
| GAMI-NETsample size=3002025.09 | 0.29 | |
| SDAMIsample size=3002025.09 | 0.35 | |
| NODE-GA2Msample size=3002025.09 | 0.42 | |
| LASSOsample size=3002025.09 | 0.43 | |
| NODE-GAMsample size=3002025.09 | 0.45 | |
| SDAMIn=1502025.09 | 0.46 | |
| NODE-GA2Mn=1502025.09 | 0.48 | |
| NODE-GAMn=1502025.09 | 0.52 | |
| fSpAMsample size=3002025.09 | 0.6 | |
| LASSOn=1502025.09 | 0.61 | |
| fSpAMn=1502025.09 | 0.63 | |
| NAMsample size=3002025.09 | 0.7 | |
| NAMn=1502025.09 | 0.97 | |
| DNNsample size=3002025.09 | 1.03 | |
| DNNn=1502025.09 | 1.05 | |
| GAMI-NETn=1502025.09 | 5.85 |