Table 3. The impact of using different number of epochs on the classification accuracy, sensitivity and specificity (solver = ADAM, initial learn rate = 2.0e−3, batch size = 60).
Number of Epochs | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|
10 | 88.67 | 94.67 | 82.67 |
20 | 97.33 | 100 | 94.67 |
30 | 99.33 | 100 | 98.67 |
40 | 100 | 100 | 100 |
50 | 100 | 100 | 100 |