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. 2021 Apr 16;9:59597–59611. doi: 10.1109/ACCESS.2021.3073728

TABLE 4. Performance Comparison Using Different Numbers of Filters in CNN.

Cell numbers CNN-Bi-LSTM CNN-LSTM CNN
Sens (%) 32 99.97 98.96 98.54
64 99.16 96.52 99.38
128 99.83 97.71 97.91
256 99.97 97.71 99.33
Spec (%) 32 99.97 98.96 98.54
64 99.16 96.52 99.38
128 99.97 97.71 97.91
256 99.97 97.71 99.33
Prec(%) 32 99.91 99.26 99.82
64 99.92 99.26 99.92
128 99.83 99.26 100.0
256 99.82 99.26 99.95
Acc (%) 32 99.95 99.65 99.65
64 99.85 99.44 99.84
128 99.95 98.19 99.39
256 99.95 99.74 99.89
AUC ROC (%) 32 99.81 93.54 91.17
64 100.0 91.80 96.46
128 100.0 93.91 94.67
256 99.52 92.21 94.75
MCC 32 0.9978 0.9819 0.9778
64 0.9782 0.9819 0.9964
128 0.9782 0.9819 1.000
256 0.9978 0.9819 0.9921
Cohen’s Kappa 32 0.9978 0.9814 0.9734
64 0.9882 0.9380 0.9915
128 0.988 0.9582 0.9614
256 0.9978 0.9582 0.9912