Feature Selection via Dependence Maximization.
Le SongAlexander J. SmolaArthur GrettonJustin BedoKarsten M. BorgwardtPublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- feature selection
- pointwise mutual information
- hilbert schmidt independence criterion
- machine learning
- feature set
- text categorization
- support vector machine
- mutual information
- feature weighting
- feature selection and classification
- text classification
- dimensionality reduction
- multi class
- feature space
- feature extraction
- method for feature selection
- classification accuracy
- objective function
- information retrieval
- high dimensionality
- information gain
- multi task
- feature selection algorithms
- discriminative features
- informative features
- irrelevant features
- model selection
- selected features
- microarray data
- naive bayes
- real time
- knn
- support vector
- neural network