Semi-random subspace sampling for classification.
Ming YangJie BaoGen-Lin JiPublished in: ICNC (2010)
Keyphrases
- random subspace
- random sampling
- classifier fusion
- subspace methods
- classification accuracy
- pattern recognition
- ensemble methods
- feature subspace
- machine learning
- majority voting
- text classification
- feature space
- decision trees
- support vector machine
- nearest neighbor classifiers
- active learning
- class labels
- feature selection
- machine learning methods
- support vector
- image classification
- ensemble learning
- classification models
- classification algorithm
- machine learning algorithms
- principal component analysis
- supervised learning
- training set
- training data
- face recognition
- learning algorithm