Table 1
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Performance of all three models (RF, SVM, and ANN) and their taken time.

ModelsRFSVMANN
Mean accuracy (Mean)0.900.890.88
Mean sensitivity (Mean)0.910.890.88
Mean specificity (Mean)0.900.890.88
Mean AUC (Mean)0.950.950.94
Mean accuracy (SD)0.010.020.01
Mean sensitivity (SD)0.040.040.02
Mean specificity (SD)0.030.040.01
Mean AUC (SD)0.000.010.02
Time taken (seconds)0.760.211.41
ModelsRFSVMANN
Mean accuracy (Mean)0.900.890.88
Mean sensitivity (Mean)0.910.890.88
Mean specificity (Mean)0.900.890.88
Mean AUC (Mean)0.950.950.94
Mean accuracy (SD)0.010.020.01
Mean sensitivity (SD)0.040.040.02
Mean specificity (SD)0.030.040.01
Mean AUC (SD)0.000.010.02
Time taken (seconds)0.760.211.41
Table 1
Open in new tab

Performance of all three models (RF, SVM, and ANN) and their taken time.

ModelsRFSVMANN
Mean accuracy (Mean)0.900.890.88
Mean sensitivity (Mean)0.910.890.88
Mean specificity (Mean)0.900.890.88
Mean AUC (Mean)0.950.950.94
Mean accuracy (SD)0.010.020.01
Mean sensitivity (SD)0.040.040.02
Mean specificity (SD)0.030.040.01
Mean AUC (SD)0.000.010.02
Time taken (seconds)0.760.211.41
ModelsRFSVMANN
Mean accuracy (Mean)0.900.890.88
Mean sensitivity (Mean)0.910.890.88
Mean specificity (Mean)0.900.890.88
Mean AUC (Mean)0.950.950.94
Mean accuracy (SD)0.010.020.01
Mean sensitivity (SD)0.040.040.02
Mean specificity (SD)0.030.040.01
Mean AUC (SD)0.000.010.02
Time taken (seconds)0.760.211.41
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