Predicting Adverse Drug Reactions from Drug Functions by Binary Relevance Multi-label Classification and MLSMOTE
Pranab Das, Jerry W. Sangma, Vipin Pal, Yogita Yogita
Topics & Concepts
DrugBinary classificationPubChemRelevance (law)Computer scienceMachine learningAdverse drug reactionClass (philosophy)Artificial intelligenceDrug discoveryData miningSupport vector machineMedicinePharmacologyComputational biologyBioinformaticsBiologyPolitical scienceLawComputational Drug Discovery MethodsPharmacovigilance and Adverse Drug ReactionsPharmaceutical Quality and Counterfeiting