Table 2 AUC score comparison between HisCoM, GLM, and GLMwR drug response models using single candidate protein
From: Drug response prediction model using a hierarchical structural component modeling method
Protein | HisCoM | GLM | GLMwR |
|---|---|---|---|
APOC4 | 0.617 | 0.611 | 0.611 |
CD163 | 0.697 | 0.703 | 0.697 |
CD5L | 0.860 | 0.883 | 0.897 |
SERPING1 | 0.837 | 0.857 | 0.846 |
JCHAIN | 0.717 | 0.709 | 0.700 |
RBP4 | 0.803 | 0.829 | 0.826 |