The prediction of donor number and acceptor number of electrolyte solvent molecules based on machine learning
Huaping Hu, Yuqing Shan, Qiming Zhao, Jinglun Wang, Lingjun Wu, Wanqiang Liu
Topics & Concepts
Leverage (statistics)Categorical variableBoosting (machine learning)Random forestElectrolyteGradient boostingLinear regressionRegressionQuantitative structure–activity relationshipMolecular descriptorArtificial intelligenceComputer scienceMachine learningAlgorithmMathematicsChemistryStatisticsPhysical chemistryElectrodeMachine Learning in Materials ScienceComputational Drug Discovery MethodsVarious Chemistry Research Topics