Predicting Passivhaus certification of dwellings using machine learning: A comparative analysis of logistic regression and gradient boosting decision trees
Yusheng Du, Zhonghua Gou
Topics & Concepts
CertificationGradient boostingLogistic regressionBrier scoreBoosting (machine learning)Decision treeThermal comfortComputer scienceEnvironmental scienceStatisticsMachine learningArchitectural engineeringEngineeringMathematicsMeteorologyGeographyRandom forestPolitical scienceLawBuilding Energy and Comfort OptimizationSustainable Building Design and AssessmentFacilities and Workplace Management