A comparative study of the XGBoost ensemble learning and multilayer perceptron in mineral prospectivity modeling: a case study of the Torud-Chahshirin belt, NE Iran
Amirreza Bigdeli, Abbas Maghsoudi, Reza Ghezelbash
Topics & Concepts
Prospectivity mappingBoosting (machine learning)PerceptronMineral explorationGradient boostingArtificial neural networkMultilayer perceptronArtificial intelligenceEnsemble learningComputer scienceReceiver operating characteristicGeologyData miningMachine learningPattern recognition (psychology)GeochemistryGeomorphologyRandom forestStructural basinGeochemistry and Geologic MappingRemote-Sensing Image ClassificationSoil Geostatistics and Mapping