Feature Subspace Ensembles: A Parallel Classifier Combination Scheme Using Feature Selection.
Hugo SilvaAna L. N. FredPublished in: MCS (2007)
Keyphrases
- feature subspace
- classifier combination
- feature selection
- base classifiers
- classifier ensemble
- base learners
- feature space
- multiple classifier systems
- ensemble methods
- pattern recognition
- multi class
- dimension reduction
- ensemble learning
- decision trees
- dimensionality reduction
- support vector
- feature set
- feature subset
- svm classifier
- text categorization
- high dimensionality
- text classification
- support vector machine
- naive bayes
- classification models
- knn
- machine learning
- classification algorithm
- data sets
- regression problems
- training data
- feature extraction
- computer vision
- learning algorithm