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Table 3 Performance indices for binary classification of benign and malignant cancer

From: Classification of benign and malignant subtypes of breast cancer histopathology imaging using hybrid CNN-LSTM based transfer learning

Magnification

Training: testing samples

Accuracy (%)

Precision

Recall

40×

1428:567

99.03

0.99

0.99

100×

1278:803

99.75

1.00

0.99

200×

1185:828

99.64

0.99

1.00

400×

1353:467

98.07

0.98

0.97