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Table 2 Average test data results obtained in a synthetic data set using different models. Values for the Area Under the Curve (AUC), average number of selected genes (#genes), and average number of genes overlapped with the k=100 genes used to generate the synthetic outcome (#genes*) are shown

From: BLASSO: integration of biological knowledge into a regularized linear model

Model AUC #genes #genes*
LASSO 200 0.9920±0.00 137.9 88.7
LASSO 2000 0.9504±0.02 230.7 56.5
LASSO 20021 0.9325±0.03 286.8 24.8
LASSO 19921 0.8972±0.03 254.8 0
E1- BLASSO20021 0.9805±0.01 133.7 66.9
E2- BLASSO20021 0.9923±0.01 100 100