Machine-learning based prediction models for assessing skin irritation and corrosion potential of liquid chemicals using physicochemical properties by XGBoost
Yeonsoo Kang, Myeong Gyu Kim, Kyung‐Min Lim
Topics & Concepts
Naive Bayes classifierSupport vector machineMachine learningArtificial intelligenceRandom forestMolecular descriptorEye irritationSkin irritationIrritationHazardLogistic regressionQuantitative structure–activity relationshipComputer scienceChemistryMedicineDermatologyImmunologyOrganic chemistryAnimal testing and alternativesAdvancements in Transdermal Drug DeliveryEffects and risks of endocrine disrupting chemicals