Table 6 Classification validation of benign cancer.

From: Histopathological image based breast cancer diagnosis using deep learning and bio inspired optimization

Models

ACC (%)

PR (%)

RC (%)

F1 (%)

LSTM

91.55

90.45

90.86

90.78

Bi-LSTM

92.44

92.33

92.21

92.28

GRU

95.62

93.51

94.42

93.05

AlexNet

97.47

97.37

97.26

96.18

Proposed AlexNet-GRU model

99.64

99.38

99.28

99.26

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