Regression on Rectangular additive discontinuity (test)
0.092RMSEAdditive GRS-KAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Additive GRS-KANkappa=200, Parameters=1542026.07 | 0.092 | 0.239 | |
| MATLAB NN, fitrnet [20, 20]/ReLUkappa=–, Parameters=5012026.07 | 0.114 | 0.365 | |
| Additive GRS-KANkappa=120, Parameters=1542026.07 | 0.116 | 0.299 | |
| Additive GRS-KANkappa=80, Parameters=1542026.07 | 0.14 | 0.353 | |
| Additive GRS-KANkappa=40, Parameters=1542026.07 | 0.183 | 0.454 | |
| Additive GRS-KANkappa=20, Parameters=1542026.07 | 0.242 | 0.577 | |
| Generic RS-KANkappa=–, Parameters=4162026.07 | 0.267 | 0.6 | |
| Standard KANkappa=–, Parameters=2552026.07 | 0.277 | 0.612 |