Fig 9. Effect of model sparsity on the prediction performance of L1 regularized logistic regression classifier using individual SNPs vs. NetPocos.

The x axis shows λ, which is the coefficient of penalty function in L1 regularized logistic regression, and y axis shows the cross-validation performance of the model (AUC) across 5 runs.