Table 4 Training times on block-wise cross validation experiments
From: Scalable prediction of compound-protein interactions using minwise hashing
Ratio | Number | MH-L1SVM | MH-L2SVM | L1SVM | L2SVM |
|---|---|---|---|---|---|
1 | 600, 404 | 8 ± 0 | 7 ± 1 | 131 ± 7 | 117 ± 28 |
5 | 1, 801, 212 | 76 ± 9 | 31 ± 1 | 982 ± 184 | 252 ± 30 |
10 | 3, 302, 222 | 237 ± 23 | 55 ± 4 | 3925 ± 92 | 475 ± 93 |
25 | 7, 805, 252 | 582 ± 79 | 107 ± 4 | 2606 ± 265 | 322 ± 20 |
50 | 15, 310, 302 | 1889 ± 82 | 243 ± 8 | 7133 ± 664 | 729 ± 18 |