Saturating Splines and Feature Selection.
Nicholas BoydTrevor HastieStephen P. BoydBenjamin RechtMichael I. JordanPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- feature selection
- mutual information
- text categorization
- support vector
- feature selection algorithms
- feature extraction
- microarray classification
- text classification
- model selection
- feature space
- irrelevant features
- selected features
- information gain
- rough sets
- classification accuracy
- closed form
- method for feature selection
- multi task
- discriminative features
- machine learning
- conditional mutual information
- forward selection
- shape error concealment
- unsupervised feature selection
- feature weighting
- classification models
- microarray data
- b spline
- dimensionality reduction
- active learning