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Figure 1 | BMC Genetics

Figure 1

From: Application of two machine learning algorithms to genetic association studies in the presence of covariates

Figure 1

TDR to detect genotype effects under all approaches to handling covariates using Random Forests: For all models Z effect is fixed at 0.5 except for Model 3 where Z = 2. For Model 2, corr(X1, Z) = 0.5. For Models 1–3 X1 effect is varied over [0.1,0.9] while for Models 4–6 the effect sizes of main effects, if a model has main effects, are fixed at 0.5 and the effect size of the interaction term is varied over [0.1,0.9].

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