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Development and performance comparison of optimized machine learning-based regression models for predicting energy-related carbon dioxide emissions

Ebru Akkaya, Ali Volkan Akkaya

2023Environmental Science and Pollution Research13 citationsDOI

Topics & Concepts

KrigingHyperparameterMachine learningGaussian processSupport vector machinePredictive modellingArtificial intelligenceRegressionComputer scienceMean squared errorRegression analysisLinear regressionStatisticsGaussianMathematicsPhysicsQuantum mechanicsEnergy, Environment, and Transportation PoliciesAir Quality Monitoring and ForecastingEnvironmental Impact and Sustainability
Development and performance comparison of optimized machine learning-based regression models for predicting energy-related carbon dioxide emissions | Litcius