Litcius/Paper detail

Evaluation of different machine learning frameworks to predict CNL-FDC-PEF logs via hyperparameters optimization and feature selection

Auref Rostamian, Ehsan Heidaryan, Mehdi Ostadhassan

2021Journal of Petroleum Science and Engineering58 citationsDOI

Topics & Concepts

Feature selectionHyperparameterComputer scienceMultilinear mapRandom forestData pre-processingNormalization (sociology)Artificial intelligenceData miningPreprocessorMean squared errorMachine learningSelection (genetic algorithm)StatisticsMathematicsSociologyAnthropologyPure mathematicsDrilling and Well EngineeringReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis