Feature import vector machine: A general classifier with flexible feature selection.
Samiran GhoshYazhen WangPublished in: Stat. Anal. Data Min. (2015)
Keyphrases
- feature selection
- feature set
- feature subset
- input features
- special case
- irrelevant features
- feature space
- feature ranking
- preprocessing step
- selection criterion
- support vector machine
- redundant features
- feature weighting
- decision trees
- classification models
- machine learning
- information gain
- text categorization
- dimensionality reduction
- training set
- svm classifier
- selecting features
- high dimensionality
- classification algorithm
- model selection
- text classification
- classification accuracy
- feature extraction
- class labels
- selected features
- feature values
- discriminative features
- mutual information
- multi class
- small sample
- support vector
- single feature
- learning algorithm