Table 5 Best pre-trained classifier with proposed network.

From: Innovative deep learning classifiers for breast cancer detection through hybrid feature extraction techniques

Techniques

Accuracy

Sensitivity

Specificity

F1 score

VGG 16

90.24

87.36

89.28

85.71

VGG 19

91.20

91.20

88.32

86.63

Google Net

91.20

88.32

89.28

87.55

ResNet 50

90.24

91.20

89.28

86.63

ResNet 18

89.28

87.36

90.24

90.24

Inception V2

89.28

91.20

87.36

91.20

BiLSTM CNN

95.91

96.82

94.55

93.34

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