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. 2022 Jan 5;142:105210. doi: 10.1016/j.compbiomed.2022.105210

Table 4.

The binary classification results that are obtained using the SVM classifier after the two feature selection approaches.

Method No of features Accuracy (%) Sensitivity Specificity Precision F 1-Score
Before Feature Selection
Pooling + Fully Connected Features (scenario III) 310 98.6 0.986 0.986 0.986 0.986
After Feature Selection
SU 204 98.8 0.988 0.988 0.988 0.988