Random forest ensemble of support vector regression models for solar power forecasting.
Mohamed AbuellaBadrul H. ChowdhuryPublished in: ISGT (2017)
Keyphrases
- random forest
- regression model
- support vector regression
- support vector
- random forests
- prediction model
- ensemble methods
- decision trees
- ensemble learning
- feature set
- logistic regression
- model selection
- regression methods
- base classifiers
- cross validation
- ensemble classifier
- feature ranking
- rotation forest
- regression analysis
- feature selection
- forecasting model
- kernel function
- short term
- generalization ability
- classification accuracy
- loss function
- ls svm
- decision tree learning algorithms
- multi label
- prediction accuracy
- feature vectors
- linear discriminant analysis
- benchmark datasets
- machine learning