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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

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BioData Mining

ISSN: 1756-0381