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Table 5 Quantity of selected features. Number of selected features of our EFS method with and without the AUC-FS

From: Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach

Dataset EFS EFS without AUC-FS Intersection
MI-Mortality 5 5 5
Fibrosis 7 9 7
FLIP 5 5 5
SPECTF 19 20 19
Sonar 24 24 24
WBC 10 11 9