Table 3. Benignity and malignancy classification performance metrics.
Dataset | Class | ACC | PRC | REC | F1 |
---|---|---|---|---|---|
Test A | benign | 0.983 | 1.000 | 0.970 | 0.976 |
malignant | – | 0.964 | 1.000 | 0.982 | |
Test B | benign | 0.950 | 0.800 | 1.000 | 0.889 |
malignant | – | 1.000 | 0.938 | 0.968 |
Notes.
Classification performance is very high for both benign and malignant in both datasets. The relatively low precision (PRC) of 0.800 for benign cases in test set B may be attributed to one FP detection with respect to the low total number of four benign samples. Classification accuracy (ACC) is evaluated jointly for benign and malignant cases.