Three-Dimensional Mineral Prospectivity Mapping by XGBoost Modeling: A Case Study of the Lannigou Gold Deposit, China
Quan‐Ping Zhang, Jianping Chen, Hua Xu, Yule Jia, Xuewei Chen, Zhen Jia, Hao Liu
Topics & Concepts
Prospectivity mappingOverfittingMineral resource classificationGradient boostingMining engineeringGeologyBoosting (machine learning)ChinaMineralization (soil science)ProspectingDecision treeData miningMineral explorationGeochemistryComputer scienceArtificial intelligenceGeographyGeomorphologySoil scienceRandom forestArtificial neural networkSoil waterArchaeologyStructural basinGeochemistry and Geologic MappingRemote-Sensing Image ClassificationHydrocarbon exploration and reservoir analysis