Table 3 AUC scores 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 | 0.66 ± 0.00 | 0.66 ± 0.01 | 0.65 ± 0.01 | 0.67 ± 0.01 |
5 | 1, 801, 212 | 0.66 ± 0.01 | 0.66 ± 0.01 | 0.66 ± 0.01 | 0.67 ± 0.01 |
10 | 3, 302, 222 | 0.66 ± 0.01 | 0.67 ± 0.01 | 0.66 ± 0.01 | 0.67 ± 0.01 |
25 | 7, 805, 252 | 0.66 ± 0.01 | 0.66 ± 0.01 | 0.65 ± 0.01 | 0.66 ± 0.01 |
50 | 15, 310, 302 | 0.66 ± 0.01 | 0.66 ± 0.01 | 0.65 ± 0.01 | 0.66 ± 0.01 |