Classification on MNIST (10-fold cross-validation)
81.9Test F1 ScoreFRANK-WOLFE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FRANK-WOLFESIZE=7306.20±240.28, FIT TIME (S)=3075.35±172.952020.02 | 81.9 | 82.6 | |
| MATCHING PURSUITSIZE=6250.90±157.99, FIT TIME (S)=3080.56±128.812020.02 | 80.7 | 81.6 | |
| GIGASIZE=5552.30±319.09, FIT TIME (S)=1.41±0.082020.02 | 79.7 | 80.7 | |
| EVOCORESIZE=82.00±3.86, FIT TIME (S)=4001.79±157.182020.02 | 77.2 | 77.3 | |
| ORTHO PURSUITSIZE=128.80±20.96, FIT TIME (S)=46.48±5.722020.02 | 58.8 | 59 | |
| LARSIZE=711.00±0.26, FIT TIME (S)=746.32±41.712020.02 | 46.8 | 47.7 | |
| FORWARD STAGEWISESIZE=587.00±5.79, FIT TIME (S)=3009.10±166.472020.02 | 44.2 | 44.9 |