Learning Convex Surrogate Functions on budget_huber d=10
4.1Test Relative ErrorPCF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCFParams=7532026.04 | 4.1 | 13.9 | 51.6 | 235.2 | 4.49 | |
| SoftplusParams=263712026.04 | 5.7 | 50.1 | 90.7 | 114.2 | 2.72 | |
| ReLUParams=263712026.04 | 6.3 | 21.1 | 63.1 | 114 | 2.72 | |
| DCPParams=12452026.04 | 7.2 | 36.8 | 80.7 | 462.6 | 12.19 | |
| QuadParams=215862026.04 | 7.2 | 14 | 52.9 | 116.1 | 3.02 | |
| SOCParams=219682026.04 | 8.9 | 16.1 | 57.1 | 114.8 | 3.33 | |
| NormParams=217772026.04 | 10.6 | 21.1 | 63.2 | 127.1 | 3.22 |