Table 9 Predictor performance using PathoLogic prediction as a feature
From: Machine learning methods for metabolic pathway prediction
Predictor | AUC | max. ACC | SN (max. ACC) | SP (max. ACC) | max. FM | PR (max. FM) | RC (max. FM) |
|---|---|---|---|---|---|---|---|
NB, bagged HC-BIC (c = 15) | 0.936 | 0.912 | 0.775 | 0.948 | 0.79 | 0.779 | 0.801 |
LR, HC-AIC | 0.949 | 0.913 | 0.756 | 0.954 | 0.789 | 0.773 | 0.806 |
DT, bagged (c = 25) | 0.953 | 0.914 | 0.763 | 0.954 | 0.794 | 0.782 | 0.807 |