Table 9 Performance evaluation for DL model
Performance parameter | Deep CNN model | |
|---|---|---|
Evaluation without data modeling | Evaluation with data modeling | |
Accuracy (%) | 88.38 | 96.13 |
Precision (%) | 83.33 | 94.44 |
Recall (%) | 83.34 | 94.42 |
F-Measure (%) | 83.33 | 94.46 |
Specificity (%) | 91.09 | 97.03 |
Sensitivity (%) | 83.02 | 94.45 |
ROC area | 0.872 | 0.959 |
False Positive Rate (FPR) | 0.089 | 0.029 |
False Negative Rate (FNR) | 0.166 | 0.055 |
Matthews Correlation Coefficient (MCC) | 0.744 | 0.914 |