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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)