Table 7 Comparison existing models and the presented model on the BUSI dataset.

From: A novel approach for breast cancer detection using a Nesterov accelerated adam optimizer with an attention mechanism

Method

Model performance (%)

Accuracy (%)

Sensitivity (%)

Specificity (%)

Precision (%)

AUC

Sahu et al.16

97.50

97.00

98.00

97.98

–

Tagnamas et al.22

86.0

86.45

85.26

86.11

–

Ali et al.23

90

89.5

–

90

–

Mishra et al.24

97.4

–

–

–

0.97

The proposed: (80:20)

99.1

99.7

99.5

97.7

1.0

The proposed: (10 folds)

98.7

99.1

98.3

98.4

0.99

Back to article page