Link Mining for Kernel-based Compound-Protein Interaction Predictions Using a Chemogenomics Approachq-bio.QM
Improved CPI prediction for unknown compounds using PKM and LIK.
problem Poor performance of CGBVS for new compounds with unknown CPIs.
method Combining PKM with LIK and chemical similarity for link mining.
result Average AUPR value of 0.562, significantly higher than GIP method.