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. 2022 Apr 7;8:e884. doi: 10.7717/peerj-cs.884

Table 5. Performance metrics for binary classification.

Method TP FP TN FN Precision Recall Accuracy
k-NN 319 105 215 1 0.752 0.997 83.438
SVM 310 35 285 10 0.899 0.969 92.969
VGG-19 298 15 305 22 0.952 0.931 94.219
Inception v3 309 9 311 11 0.972 0.966 96.875