Table 15 Performance evaluation of the proposed MCAM model on validation and testing sets of HCRF dataset. [Values in %].

From: An interpretable framework for gastric cancer classification using multi-channel attention mechanisms and transfer learning approach on histopathology images

Class

Validation set

Testing set

 

Sens

Spec

F1

Pre

Acc.

Sesn

Spec

F1

Pre

Acc.

Normal

99.86

99.83

99.61

99.62

 

99.75

99.63

99.63

99.40

 

Abnormal

99.83

99.86

99.47

99.60

99.84

99.63

99.75

99.47

99.20

99.65

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