Skip to main content

Advertisement

Table 1 Summary of BRCA, TNBC and PRAD EN models (MSE, mean squared error; AUC, area under the precision-recall curve; Miscl, misclassifications; Vars, nr. of variables selected)

From: Twiner: correlation-based regularization for identifying common cancer gene signatures

  α # Vars MSE AUC # Miscl
    Train Test Train Test Train Test
BRCA 0.9 42 0.0001 0.0065 1 1 0 1
TNBC 0.8 63 0.0002 0.0025 1 1 0 0
PRAD 0.5 68 0.0187 0.0309 0.97 0.97 11 6