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Table 2 Mean minimum test MSE and optimal regularization parameters over 5 CV-folds for RR, LASSO, EN and LAVA evaluated on the pig data

From: A proximal LAVA method for genome-wide association and prediction of traits with mixed inheritance patterns

Method minMSE \(\lambda _1\) \(\lambda _2\) Time
RR 0.853 59719   43.4
LASSO 0.875 49.94   229.9
EN 0.853 18.04 9046.7 49.4
LAVA 0.850 53.81 73345 336.3
  1. Time in seconds is the average over the folds for the last evaluation with optimized regularization parameters