Pattern visualization and understanding of machine learning models for permeability prediction in tight sandstone reservoirs
Guoyin Zhang, Zhizhang Wang, Shahab D. Mohaghegh, Chengyan Lin, Yanan Sun, Shengjie Pei
Topics & Concepts
WirelineArtificial intelligenceSupport vector machineMachine learningRandom forestArtificial neural networkComputer scienceBivariate analysisPredictive modellingPermeability (electromagnetism)UnivariateData miningPattern recognition (psychology)Multivariate statisticsGeneticsMembraneTelecommunicationsWirelessBiologyHydrocarbon exploration and reservoir analysisEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir Analysis