Table 5 Results on Mini-DDSM MG dataset.

From: HyFusion-X: hybrid deep and traditional feature fusion with ensemble classifiers for breast cancer detection using mammogram and ultrasound images

Classifiers

Accuracy (%)

Precision (%)

Recall (%)

Specificity (%)

F1-score

AUC

XGBoost

95.00

90

95

95

0.95

0.97

95

90

90

0.97

0.97

100

100

100

1.00

1.00

AdaBoost

86.67

88

70

95

0.78

0.94

75

90

85

0.82

0.94

100

100

100

1.00

1.00

CatBoost

93.33

86

95

92

0.90

0.97

94

85

97

0.89

0.97

100

100

100

1.00

1.00

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