Stopping Criteria for Ensemble-Based Feature Selection.
Terry WindeattMatthew PriorPublished in: MCS (2007)
Keyphrases
- stopping criteria
- feature selection
- ensemble learning
- feature ranking
- wrapper feature selection
- ensemble feature selection
- ensemble classification
- text categorization
- ensemble classifier
- neural network
- mutual information
- machine learning
- support vector
- classification accuracy
- feature extraction
- feature space
- regression problems
- support vector machine
- text classification
- high dimensionality
- feature selection algorithms
- imbalanced data
- clustering algorithm
- multi task
- information gain
- irrelevant features
- microarray data
- feature set
- multi class
- dimensionality reduction
- random forests
- selected features
- classification models
- stopping criterion
- image segmentation
- feature subset
- model selection
- data sets