Modeling household online shopping demand in the U.S.: a machine learning approach and comparative investigation between 2009 and 2017
Limon Barua, Bo Zou, Yan Zhou, Yulin Liu
Topics & Concepts
OverfittingMachine learningComputer scienceGradient boostingArtificial intelligenceFeature (linguistics)Variable (mathematics)Boosting (machine learning)Consumption (sociology)EconometricsRandom forestEconomicsMathematicsArtificial neural networkLinguisticsPhilosophySociologySocial scienceMathematical analysisUrban and Freight Transport LogisticsHuman Mobility and Location-Based AnalysisTransportation Planning and Optimization