Research Article
Succinylation Site Prediction Based on Protein Sequences Using the IFS-LightGBM (BO) Model
Table 5
Predictive metrics of respective feature subsets classified by each classifier.
| Classifier | Optimal subsets | ACC | Recall | MCC | Precision | -measure |
| LightGBM | 351 | 0.7360 | 0.7223 | 0.4708 | 0.7240 | 0.7232 | RF | 37 | 0.7182 | 0.6795 | 0.4345 | 0.7158 | 0.6972 | ET | 33 | 0.6010 | 0.5934 | 0.2013 | 0.5804 | 0.5868 | GBDT | 94 | 0.7267 | 0.7223 | 0.4528 | 0.7102 | 0.7162 | kNN | 32 | 0.6596 | 0.7209 | 0.3258 | 0.6242 | 0.6691 | XGBoost | 427 | 0.7271 | 0.7114 | 0.4529 | 0.7154 | 0.7134 | NB | 805 | 0.6878 | 0.7724 | 0.3867 | 0.6444 | 0.7026 |
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