Research Article
Succinylation Site Prediction Based on Protein Sequences Using the IFS-LightGBM (BO) Model
Table 3
Predictive metrics of different feature extraction methods.
| Features | Dimensional | ACC | Recall | MCC | Precision | -measure |
| PseAAC | 40 | 0.7061 | 0.6970 | 0.4113 | 0.6904 | 0.6937 | Disorder | 21 | 0.5709 | 0.5906 | 0.1434 | 0.5469 | 0.5679 | CKSAAP | 2000 | 0.6964 | 0.6849 | 0.3916 | 0.6810 | 0.6829 | PSSM | 440 | 0.6985 | 0.6576 | 0.3950 | 0.6947 | 0.6756 | All | 2501 | 0.7253 | 0.7053 | 0.4492 | 0.7153 | 0.7103 | All (IFS) | 2501 | 0.7360 | 0.7223 | 0.4708 | 0.7240 | 0.7232 |
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