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Table 3 AUC score comparison between HisCoM, GLM, and GLMwR drug response models using double candidate proteins

From: Drug response prediction model using a hierarchical structural component modeling method

Protein HisCoM GLM GLMwR
APOC4_CD163 0.851 0.837 0.837
APOC4_CD5L 0.886 0.851 0.880
APOC4_SERPING1 0.834 0.871 0.846
APOC4_JCHAIN 0.886 0.814 0.897
APOC4_RBP4 0.786 0.794 0.789
CD163_CD5L 0.866 0.883 0.897
CD163_SERPING1 0.894 0.917 0.914
CD163_JCHAIN 0.731 0.731 0.729
CD163R_RBP4 0.900 0.880 0.889
CD5L_SERPING1 0.923 0.923 0.934
CD5L_JCHAIN 0.854 0.931 0.886
CD5L_RBP4 0.917 0.937 0.926
SERPING1_JCHAIN 0.940 0.943 0.946
SERPING1_RBP4 0.871 0.891 0.897
JCHAIN_RBP4 0.929 0.911 0.931