TY - GEN AU - Sugaya,Nobuyoshi TI - Training based on ligand efficiency improves prediction of bioactivities of ligands and drug target proteins in a machine learning approach SN - 1549-960X PY - 2014///0606 KW - Area Under Curve KW - Artificial Intelligence KW - Data Mining KW - Databases, Chemical KW - Databases, Pharmaceutical KW - Drug Discovery KW - Humans KW - Inhibitory Concentration 50 KW - Ligands KW - Principal Component Analysis KW - Protein Kinases KW - chemistry KW - Receptors, G-Protein-Coupled KW - agonists KW - Sensitivity and Specificity KW - Small Molecule Libraries KW - Support Vector Machine N1 - Publication Type: Journal Article UR - https://doi.org/10.1021/ci400240u ER -