Table 3.
SVM classification consensus model parameters.
| Training Set | Activity Threshold (log Unit) | Size | No. of Active | Cross-Validated Model Fitness Score |
|---|---|---|---|---|
| FS53 | 7.0 | 94 | 25 | 0.953 |
| FS39+52 | 6.0 | 107 | 31 | 0.912 |
| FS31 | 7.5 | 65 | 19 | 0.910 |
| FS33+67 | 6.5 | 70 | 17 | 0.905 |
| FS78 | 7.5 | 66 | 27 | 0.870 |
| FS61 | 7.0 | 143 | 58 | 0.865 |
| FS15 | 7.0 | 116 | 35 | 0.849 |
| FS34 | 7.0 | 123 | 33 | 0.825 |
| CHEMBL896244 | 7.0 | 225 | 74 | 0.819 |
| FS10 | 7.0 | 59 | 14 | 0.796 |
| FS76 | 7.5 | 160 | 57 | 0.787 |
| CHEMBL1038869 | 6.5 | 159 | 43 | 0.730 |
| CHEMBL730080 | 6.0 | 977 | 273 | 0.728 |
| CHEMBL896245 | 7.0 | 113 | 37 | 0.721 |
| CHEMBL730081 | 6.5 | 164 | 41 | 0.711 |
| CHEMBL730641 | 6.5 | 158 | 51 | 0.702 |
| CHEMBL1038870 | 6.5 | 156 | 36 | 0.701 |