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Table 4 AUC score comparison between HisCoM, GLM, and GLMwR drug response models using triple candidate proteins

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

Protein HisCoM GLM GLMwR
APOC4_CD163_CD5L 0.920 0.883 0.920
APOC4_CD163_SERPING1 0.880 0.886 0.877
APOC4_CD163_JCHAIN 0.917 0.894 0.914
APOC4_CD163_RBP4 0.886 0.866 0.874
APOC4_CD5L_SERPING1 0.920 0.937 0.931
APOC4_CD5L_JCHAIN 0.920 0.891 0.926
APOC4_CD5L_RBP4 0.897 0.886 0.906
APOC4_SERPING1_JCHAIN 0.946 0.960 0.943
APOC4_SERPING1_RBP4 0.877 0.863 0.869
APOC4_JCHAIN_RBP4 0.920 0.866 0.929
CD163_CD5L_SERPING1 0.940 0.923 0.949
CD163_CD5L_JCHAIN 0.869 0.929 0.914
CD163_CD5L_RBP4 0.951 0.943 0.949
CD163_SERPING1_JCHAIN 0.957 0.957 0.954
CD163_SERPING1_RBP4 0.923 0.929 0.911
CD163_JCHAIN_RBP4 0.954 0.909 0.954
CD5L_SERPING1_JCHAIN 0.923 0.937 0.940
CD5L_SERPING1_RBP4 0.946 0.957 0.949
CD5L_JCHAIN_RBP4 0.943 0.937 0.940
SERPING1_JCHAIN_RBP4 0.946 0.943 0.943
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