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Table 1 Overview of datasets. Number of features after removing samples with missing values

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

Dataset

No. of Samples

No. of Features

Categorical

Numeric

MI-Mortality

406

14

7

7

Fibrosis

101

26

7

19

FLIP

103

13

6

7

SPECTF

267

44

44

0

Sonar

208

60

0

60

WBC

569

30

0

30

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BioData Mining

ISSN: 1756-0381