Oblique random forest ensemble via Least Square Estimation for time series forecasting.
Xueheng QiuLe ZhangPonnuthurai Nagaratnam SuganthanGehan A. J. AmaratungaPublished in: Inf. Sci. (2017)
Keyphrases
- random forest
- least squares
- random forests
- ensemble methods
- random subspace
- decision trees
- ensemble learning
- feature set
- feature importance
- fold cross validation
- ensemble classifier
- rotation forest
- multi label
- base classifiers
- artificial neural networks
- genetic algorithm
- decision tree learning algorithms
- benchmark datasets
- training data
- imbalanced data