Evaluation and improvement of energy consumption prediction models using principal component analysis based feature reduction
Tarannom Parhizkar, Elham Rafieipour, Aram Parhizkar
Topics & Concepts
Principal component analysisData miningComputer scienceEnergy consumptionData pre-processingSupport vector machineRandom forestRegression analysisPredictive modellingFeature (linguistics)Feature selectionRobustness (evolution)PreprocessorPrincipal component regressionLinear regressionArtificial intelligenceMachine learningEngineeringGeneLinguisticsPhilosophyElectrical engineeringBiochemistryChemistryBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementEnvironmental Impact and Sustainability