Litcius/Paper detail

Discovery Precision: An effective metric for evaluating performance of machine learning model for explorative materials discovery

Zhengheng Lian, Yingying Ma, Minjie Li, Wencong Lu, Wenyan Zhou

2023Computational Materials Science18 citationsDOI

Topics & Concepts

Metric (unit)Computer scienceMachine learningSet (abstract data type)Model selectionData miningArtificial intelligencePerformance metricSelection (genetic algorithm)EngineeringManagementOperations managementProgramming languageEconomicsMachine Learning in Materials ScienceGeochemistry and Geologic MappingComputational Drug Discovery Methods
Discovery Precision: An effective metric for evaluating performance of machine learning model for explorative materials discovery | Litcius