Table 6 Results on INbreast 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

97.06

96

100

85

0.98

1.00

100

86

100

0.92

1.00

AdaBoost

94.12

93

100

71

0.96

0.99

100

71

100

0.83

0.99

CatBoost

97.06

96

100

85

0.98

1.00

100

86

100

0.92

1.00

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