Prediction of Oil Prices Using Bagging and Random Subspace.
Lubna A. GabrallaAjith AbrahamPublished in: IBICA (2014)
Keyphrases
- random subspace
- random forest
- ensemble methods
- prediction accuracy
- subspace methods
- classifier fusion
- random sampling
- ensemble learning
- nearest neighbor classifiers
- random forests
- majority voting
- base classifiers
- classifier ensemble
- ensemble classifier
- decision trees
- feature subspace
- fusion scheme
- comparative analysis
- base learners
- sample size
- generalization ability
- benchmark datasets
- machine learning methods
- multi label
- machine learning
- support vector machine
- multi class
- active learning