Condition estimation for regression and feature selection.
Joab R. WinklerMarilena MitrouliPublished in: J. Comput. Appl. Math. (2020)
Keyphrases
- feature selection
- model selection
- supervised feature selection
- ordinary least squares
- support vector
- support vector machines for classification
- nonparametric regression
- regression model
- estimation problems
- text classification
- regression problems
- microarray data
- estimation algorithm
- mutual information
- selection criterion
- support vector regression
- regression method
- robust regression
- linear regression
- parameter estimation
- feature extraction
- support vector machine
- dimensionality reduction
- feature set
- high dimensionality
- unsupervised learning
- regression analysis
- genetic programming
- discriminative features
- text categorization
- partial least squares
- estimation accuracy
- multi task
- semi parametric
- multi class
- locally weighted
- classification models
- classification accuracy
- artificial neural networks
- feature space