From: Staged heterogeneity learning to identify conformational B-cell epitopes from antigen sequences
Group | Methods | Propensities | Recall | Precision | Fscore |
---|---|---|---|---|---|
Voting | Ranked votinga | 209 | 0.650 | 0.191 | 0.295 |
 | Exhaustive voting | 5 groups | 0.656 | 0.191 | 0.295 |
General | SVM | 5 groups | 0.614 | 0.181 | 0.279 |
 | Random forest | 5 groups | 0.600 | 0.186 | 0.284 |
Bayesian | Naïve Bayesian | 5 groups | 0.686 | 0.193 | 0.301 |
 | Bayesian network | 5 groups | 0.775 | 0.173 | 0.283 |
Tree | Decision tree | 5 groups | 0.675 | 0.196 | 0.304 |
 | Regression tree | 5 groups | 0.655 | 0.194 | 0.299 |
General | SVM | 209 | 0.594 | 0.191 | 0.289 |
 | Random forest | 209 | 0.639 | 0.191 | 0.294 |
Bayesian | Naïve Bayesian | 209 | 0.633 | 0.198 | 0.301 |
 | Bayesian network | 209 | 0.586 | 0.170 | 0.264 |
Tree | Decision tree | 209 | 0.633 | 0.198 | 0.301 |