From: Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach
Dataset
AUC-FS selected
EFS selected
EFS/all in %
Numeric*
Categorical*
MI-Mortality
4
5
35.7
3
2
Fibrosis
8
7
26.9
FLIP
38.5
SPECTF
15
19
43.2
0
Sonar
20
24
40.0
WBC
10
33.3
9
1