Hybrid Random Forest and Support Vector Machine Modeling for HVAC Fault Detection and Diagnosis.
Wunna TunJohnny Kwok-Wai WongSai-Ho LingPublished in: Sensors (2021)
Keyphrases
- random forest
- fault detection and diagnosis
- fault diagnosis
- support vector machine
- random forests
- decision trees
- feature set
- fold cross validation
- ensemble classifier
- fault detection
- ensemble methods
- multi class
- multi label
- support vector
- svm classifier
- expert systems
- machine learning
- genetic algorithm
- k nearest neighbor
- benchmark datasets
- knn
- training set