Research Article
Feature Selection Combined with Neural Network Structure Optimization for HIV-1 Protease Cleavage Site Prediction
Table 1
Classification results of original features.
| Reduced features | Accuracy | Sensitivity | Specificity | MCC | Feature number |
| OE | 0.9214 | 0.9011 | 0.9351 | 0.8198 | 160 | PCA | 0.9162 | 0.8977 | 0.9253 | 0.8083 | 152 | NLF | 0.9136 | 0.9077 | 0.9223 | 0.8029 | 144 | Combination fusion | 0.9147 | 0.8943 | 0.9238 | 0.8048 | 456 | Decision fusion | 0.9344 | 0.9245 | 0.9449 | 0.8501 | ā |
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