Sufficient Dimension Reduction on Synthetic SDR
0.28Runtime (s)SMAVE
Evaluation Results
| Method | Links | |
|---|---|---|
| SMAVEn=1000, p=502026.05 | 0.28 | |
| OPGn=1000, p=502026.05 | 0.29 | |
| SMAVEn=2000, p=502026.05 | 0.35 | |
| SMAVEn=1000, p=1002026.05 | 0.49 | |
| OPGn=1000, p=1002026.05 | 0.68 | |
| SMAVEn=2000, p=1002026.05 | 0.69 | |
| SMAVEn=5000, p=502026.05 | 0.95 | |
| OPGn=2000, p=502026.05 | 1.04 | |
| SMAVEn=1000, p=2002026.05 | 1.41 | |
| OPGn=1000, p=2002026.05 | 1.75 | |
| SMAVEn=2000, p=2002026.05 | 1.78 | |
| SMAVEn=5000, p=1002026.05 | 2.02 | |
| OPGn=2000, p=1002026.05 | 2.41 | |
| RMAVEn=1000, p=502026.05 | 3.86 | |
| SMAVEn=5000, p=2002026.05 | 5.12 | |
| RMAVEn=1000, p=1002026.05 | 5.83 | |
| OPGn=2000, p=2002026.05 | 6.25 | |
| OPGn=5000, p=502026.05 | 6.44 | |
| RMAVEn=1000, p=2002026.05 | 9.99 | |
| RMAVEn=2000, p=502026.05 | 12.94 | |
| OPGn=5000, p=1002026.05 | 14.16 | |
| RMAVEn=2000, p=1002026.05 | 20.89 | |
| RMAVEn=2000, p=2002026.05 | 34.89 | |
| OPGn=5000, p=2002026.05 | 37.14 | |
| RMAVEn=5000, p=502026.05 | 61.05 | |
| RMAVEn=5000, p=1002026.05 | 98.01 | |
| RMAVEn=5000, p=2002026.05 | 173.88 |