Sugaya, Nobuyoshi <br/><br/>
Training based on ligand efficiency improves prediction of bioactivities of ligands and drug target proteins in a machine learning approach.  [electronic resource] 

 -  Journal of chemical information and modeling  Oct 2013 
 - 2525-37 p.  digital 
<br/><br/> Publication Type: Journal Article 
<br/><br/><label>ISSN: </label>1549-960X 
<br/><br/><label>Standard No.: </label>10.1021/ci400240u  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Area Under Curve<br/>Artificial Intelligence<br/>Data Mining<br/>Databases, Chemical<br/>Databases, Pharmaceutical<br/>Drug Discovery<br/>Humans<br/>Inhibitory Concentration 50<br/>Ligands<br/>Principal Component Analysis<br/>Protein Kinases--chemistry<br/>Receptors, G-Protein-Coupled--agonists<br/>Sensitivity and Specificity<br/>Small Molecule Libraries--chemistry<br/>Support Vector Machine