Litcius/Paper detail

Evaluation of machine learning methods for lithology classification using geophysical data

Thiago Santi Bressan, Marcelo Kehl de Souza, Tiago Jonatan Girelli, Farid Chemale

2020Computers & Geosciences248 citationsDOI

Topics & Concepts

LithologyRandom forestSupport vector machineComputer scienceDecision treeSortingSet (abstract data type)Artificial intelligencePerceptronMultilayer perceptronMultivariate statisticsData miningMachine learningGeologyArtificial neural networkAlgorithmPetrologyProgramming languageGeochemistry and Geologic MappingHydrocarbon exploration and reservoir analysisDrilling and Well Engineering
Evaluation of machine learning methods for lithology classification using geophysical data | Litcius