Random subspace oracle (RSO) ensemble to solve small sample-sized classification problems.
Boon Pin OoiNorasmadi Abdul RahimAmmar ZakariaMaz Jamilah MasnanShazmin Aniza Abdul ShukorPublished in: J. Intell. Fuzzy Syst. (2019)
Keyphrases
- small sample
- random subspace
- nearest neighbor classifiers
- random forest
- ensemble methods
- classifier fusion
- sample size
- ensemble learning
- subspace methods
- random sampling
- random forests
- majority voting
- high dimensional
- support vector machine
- classifier ensemble
- high dimensionality
- base classifiers
- ls svm
- neural network
- feature selection algorithms
- generalization ability
- text mining
- active learning
- training data
- feature extraction
- decision trees