Combination of least absolute shrinkage and selection operator with Bayesian Regularization artificial neural network (LASSO-BR-ANN) for QSAR studies using functional group and molecular docking mixed descriptors
Zeinab Mozafari, Mansour Arab Chamjangali, Mohammad Arashi
Topics & Concepts
Quantitative structure–activity relationshipArtificial neural networkTest setLasso (programming language)Artificial intelligenceFeature selectionMolecular descriptorBayesian probabilityComputer scienceCross-validationPattern recognition (psychology)Machine learningMathematicsWorld Wide WebComputational Drug Discovery MethodsSynthesis and biological activityTuberculosis Research and Epidemiology