Table 1 AUC score on pair-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 | 0.78 ± 2.31 × 10-6 | 0.79 ± 2.31 × 10-6 | 0.79 ± 3.22 × 10-6 | 0.80 ± 4.97 × 10-6 |
5 | 1, 801, 212 | 0.79 ± 7.23 × 10-7 | 0.80 ± 8.30 × 10-7 | 0.81 ± 2.04 × 10-7 | 0.81 ± 2.04 × 10-7 |
10 | 3, 302, 222 | 0.79 ± 1.84 × 10-6 | 0.80 ± 1.35 × 10-6 | 0.81 ± 5.34 × 10-7 | 0.81 ± 4.31 × 10-7 |
25 | 7, 805, 252 | 0.79 ± 2.89 × 10-7 | 0.80 ± 6.28 × 10-8 | 0.81 ± 9.87 × 10-8 | 0.81 ± 1.30 × 10-7 |
50 | 15, 310, 302 | 0.79 ± 3.21 × 10-7 | 0.81 ± 3.79 × 10-7 | 0.81 ± 3.40 × 10-8 | 0.81 ± 1.72 × 10-7 |
100 | 30, 320, 402 | 0.79 ± 2.38 × 10-7 | 0.81 ± 1.49 × 10-7 | - | 0.81 ± 2.43 × 10-7 |
250 | 75, 350, 702 | 0.79 ± 2.91 × 10-7 | 0.81 ± 2.42 × 10-7 | - | 0.81 ± 3.66 × 10-7 |