Performance evaluation of boosting machine learning algorithms for lithofacies classification in heterogeneous carbonate reservoirs
Watheq J. Al‐Mudhafar, Mohammed A. Abbas, David A. Wood
Topics & Concepts
Boosting (machine learning)AdaBoostGradient boostingGeologyAlgorithmArtificial intelligencePetrophysicsMachine learningRandom forestCarbonateStatistical classificationEnsemble learningComputer scienceClassifier (UML)PorosityMaterials scienceGeotechnical engineeringMetallurgyHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis