Observations on Boosting Feature Selection.
D. B. RedpathK. LebartPublished in: Multiple Classifier Systems (2005)
Keyphrases
- feature selection
- select relevant features
- text categorization
- machine learning
- classification accuracy
- mutual information
- feature set
- text classification
- unsupervised feature selection
- support vector machine
- unsupervised learning
- feature extraction
- feature subset
- selected features
- feature selection algorithms
- high dimensionality
- ensemble learning
- ensemble classification
- information gain
- classification models
- model selection
- dimensionality reduction
- multi class
- discriminative features
- knn
- feature space
- method for feature selection
- naive bayes
- feature weighting
- small sample
- noise tolerant
- redundant features
- support vector