Table 1.
Details of performance metrics.
Metric symbol | Description |
---|---|
Acc | Shows Accuracy as % of the total number of Malware detection |
R | Shows Recall, which is the proportion of correctly identified malware samples and benign samples |
P | Shows Precision, a ratio of correctly detected malware samples to the total malware sample |
F1-Score | F1-Score is the harmonic mean of P and R |
AUC-PR | Quantifies the area under Precision and Recall Curve |
AUC-ROC | Quantifies the area under Receiver Operating Characteristic curve |
MCC | Mathews Correlation Coefficient |
TP | Correctly Identified Malware Files |
TN | Correctly Identified Benign Files |
FP | Incorrectly Identified Malware Files |
FN | Incorrectly Identified Benign Files |