Table 11 Classification validation with various optimization models.

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

Models

ACC

PR

RC

F1

LSTM-DOA

92.78

92.72

92.46

92.69

Bi-LSTM-HBO

94.57

94.36

94.57

94.56

GRU-EOA

96.25

95.83

95.44

96.67

AlexNet-LOA

98.38

97.78

97.56

98.87

Proposed AlexNet-GRU-HOA model

99.60

98.80

98.9

98.80

Back to article page