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Table 9 The estimated best linear combination and the corresponding pAUC in the breast tissue example

From: Biomarker selection for medical diagnosis using the partial area under the ROC curve

Method I0 PA500 HFS DA AREA A/DA MAX IP DR P pAUC ^ n
Full set -0.572 0.284 0.028 -0.296 -0.164 0.091 -0.038 0.391 0.560 0.059
Forward 0.000 0.821 0.000 0.000 -0.358 0.384 -0.223 0.000 0.000 0.058
Backward -0.731 0.000 0.000 -0.109 -0.088 0.060 0.000 0.262 0.612 0.047
LASSO (λmin) -0.572 0.284 0.028 -0.296 -0.164 0.091 -0.038 0.391 0.560 0.059
LASSO (λ1SE) -0.088 0.992 0.000 0.000 0.000 -0.095 0.000 0.000 0.000 0.051