Lithological classification via an improved extreme gradient boosting: A demonstration of the Chang 4+5 member, Ordos Basin, Northern China
Yufeng Gu, Daoyong Zhang, Zhidong Bao
Topics & Concepts
Gradient boostingLithologySupport vector machineGeologyDecision treeParticle swarm optimizationComputer scienceBoosting (machine learning)Artificial intelligenceStructural basinData miningPattern recognition (psychology)Machine learningRandom forestGeomorphologyPetrologyGeochemistry and Geologic MappingHydrocarbon exploration and reservoir analysisMineral Processing and Grinding