A Novel Scheme for Mapping of MVT-Type Pb–Zn Prospectivity: LightGBM, a Highly Efficient Gradient Boosting Decision Tree Machine Learning Algorithm
Mahsa Hajihosseinlou, Abbas Maghsoudi, Reza Ghezelbash
Topics & Concepts
Gradient boostingDecision treeBoosting (machine learning)AlgorithmProspectivity mappingComputer scienceArtificial intelligenceOverfittingMachine learningData miningRandom forestAdaBoostFeature (linguistics)Classifier (UML)Pattern recognition (psychology)Artificial neural networkGeologyStructural basinPaleontologyLinguisticsPhilosophyGeochemistry and Geologic MappingRemote-Sensing Image ClassificationMineral Processing and Grinding