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Analysing the determinants of the Turkish household electricity consumption using gradient boosting regression tree

Denizhan Güven, M. Özgür Kayalıca

2023Energy Sustainable Development/Energy for sustainable development17 citationsDOI

Topics & Concepts

ElectricityGradient boostingCategorical variableEconometricsDecision treeConsumption (sociology)EconomicsHousehold incomeRegression analysisStatisticsRegressionMean squared errorEnvironmental economicsAgricultural economicsRandom forestMathematicsGeographyComputer scienceEngineeringArtificial intelligenceElectrical engineeringSociologySocial scienceMachine learningArchaeologyEnergy and Environment ImpactsEnergy, Environment, Economic GrowthEnergy, Environment, and Transportation Policies
Analysing the determinants of the Turkish household electricity consumption using gradient boosting regression tree | Litcius