Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features.
Joseph DePasqualeRobi PolikarPublished in: MCS (2007)
Keyphrases
- feature subset selection
- feature subset
- training data
- feature selection
- support vector machine
- classification accuracy
- classification method
- feature space
- neural network
- pattern classification
- missing data
- benchmark datasets
- data sets
- feature extraction
- feature ranking
- selected features
- decision trees
- missing values
- training samples
- data points
- training set
- pattern recognition
- feature vectors
- feature set
- computer vision
- classification models
- image features
- search space
- classifier ensemble