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Table 1 Description of simulated epistatic problems (see [35] for further details)

From: Discovering feature relevancy and dependency by kernel-guided probabilistic model-building evolution

Problem

Datasets

Simulated SNPs

Noisy SNPs

Disease status

Instances

3way

100

3

5 and 10

0 or 1

3000 (balanced)

4way

100

4

5 and 10

0 or 1

3000 (balanced)

4way-NL

100

4

5 and 10

0 or 1

3000 (balanced)

5way

100

5

5 and 10

0 or 1

3000 (balanced)

5way-NL

100

5

5 and 10

0 or 1

3000 (balanced)