Side effect prediction based on drug-induced gene expression profiles and random forest with iterative feature selection
Arzu Cakir, M. Emre Tuncer, Hilal Taymaz‐Nikerel, Özlem Ulucan
Topics & Concepts
Side effect (computer science)DrugRandom forestComputational biologyDrug developmentSignature (topology)Identification (biology)Selection (genetic algorithm)Feature selectionMedicinePharmacologyComputer scienceBioinformaticsBiologyMachine learningMathematicsBotanyGeometryProgramming languageComputational Drug Discovery MethodsPharmacogenetics and Drug MetabolismPharmacological Effects of Natural Compounds