Classification on rcv1.binary (test)
0.824CPU ScoreAPG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| APGSparsity level (s)=0.05m2022.11 | 0.824 | 6,372 | 0 | 93.4 | |
| PGSparsity level (s)=0.05m, Max iterations reached=true2022.11 | 0.727 | 10,000 | 0 | 95.1 | |
| PG-LLSparsity level (s)=0.05m2022.11 | 0.721 | 8,738 | 0 | 92.9 | |
| PGSparsity level (s)=0.01m, Max iterations reached=true2022.11 | 0.584 | 10,000 | 0 | 93.7 | |
| PG-LLSparsity level (s)=0.01m2022.11 | 0.222 | 3,638 | 0 | 93.5 | |
| APGSparsity level (s)=0.01m2022.11 | 0.126 | 1,120 | 0 | 93.5 | |
| APG-LL+Sparsity level (s)=0.05m2022.11 | 0.049 | 626 | 236 | 93.9 | |
| APG+Sparsity level (s)=0.05m2022.11 | 0.024 | 192 | 138 | 94 | |
| APG-LL+Sparsity level (s)=0.01m2022.11 | 0.006 | 99 | 49 | 93 | |
| APG+Sparsity level (s)=0.01m2022.11 | 0.003 | 21 | 42 | 93.1 |