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. 2021 Jan 22;24(3):951–964. doi: 10.1007/s10044-020-00950-0

Table 3.

Accuracy comparison of different feature extraction techniques after applying GA-based feature selection

Classifier G-Entropy G-DWT G-Skewness G-SFTA Accuracy (%)
Naive Bayes ✓ 86.7
✓ 87.4
✓ 80.4
✓ 87.7
F-KNN ✓ 84.6
✓ 85.9
✓ 80.1
✓ 85.4
L-SVM ✓ 84.2
✓ 85.4
✓ 78.6
✓ 82.9
EBT ✓ 82.3
✓ 81.8
✓ 76.3
✓ 84.6
F-Tree ✓ 81.7
✓ 83.8
✓ 79.2
✓ 78.6