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

TABLE 13. Performance of the CNN-Bi-LSTM for Classifying Whether a Virus Gene Contains Regulatory Motifs for the SARS CoV-2 Genes or Not.

Sample size (%) CNN-Bi-LSTM
Sens(%) 25 99.76
50 99.79
75 99.99
100 99.76
Spec(%) 25 99.76
50 99.79
75 99.99
100 99.76
Prec(%) 25 99.99
50 99.79
75 99.99
100 99.76
Acc(%) 25 99.71
50 99.98
75 99.99
100 99.98
AUC ROC(%) 25 98.9
50 99.85
75 100.00
100 100.00
MCC 25 0.998
50 0.998
75 0.999
100 0.998
Cohen’s Kappa 25 0.997
50 0.998
75 0.999
100 0.997