Table 3. Replication of the results of BBB.
Set | Approach | Validation method | Accuracy | MCC |
BBB | SVM | LMO25 | 81.3% | 0.630 |
BBB | SVM | LMO25 | 73.8% | 0.484 |
BBB | Chym | LMO25 | 89.6% | 0.800 |
BBB | SVM | 10-fold | 81.2% | 0.625 |
BBB | SVM | 10-fold | 74.1% | 0.492 |
BBB | Chym | 10-fold | 90.0% | 0.810 |
For the LMO25 method, the accuracy values are the mean of 30 experiments, as explained in the previous section. The Chym results were obtained for FP3 fingerprint format, simGIC semantic method using the entire ontology, and .