Table 7 Classification validation of malignant cancer.

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

Models

ACC (%)

PR (%)

RC (%)

F1 (%)

LSTM

92.5

92.4

92.3

92.3

Bi-LSTM

95.4

95.7

94.6

94.5

GRU

96.3

96.2

95.8

95.6

AlexNet

97.5

97.9

96.9

96.9

Proposed AlexNet-GRU model

99.6

99.3

99.2

99.2

Back to article page