Machine learning-based mineral prospectivity mapping of epithermal gold mineralization in Northern new brunswick: a comparative study of random forest, support vector machine, and XGboost classifiers
Farzaneh Mami Khalifani, David R. Lentz, James A. Walker
Topics & Concepts
Prospectivity mappingSupport vector machineGeologyRandom forestMineral explorationMetallogenyGeologic mapEnsemble learningGeochemistryMineralization (soil science)Gradient boostingMining engineeringGeographic information systemMineral depositArtificial intelligenceBoosting (machine learning)MineralogyDevonianStatistical classificationPattern recognition (psychology)Robustness (evolution)CartographyGeochemistry and Geologic MappingSoil Geostatistics and MappingMineral Processing and Grinding