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. 2017 Oct 3;5:e3874. doi: 10.7717/peerj.3874

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.