Dimensionality Reduction Based on ICA for Regression Problems.
Nojun KwakChunghoon KimPublished in: ICANN (1) (2006)
Keyphrases
- regression problems
- dimensionality reduction
- input space
- high dimensional data
- independent component analysis
- principal component analysis
- feature extraction
- linear regression
- feature selection
- genetic programming
- high dimensional
- cross validation
- low dimensional
- face recognition
- feature space
- pattern recognition
- multi class
- random forests
- data points
- text categorization
- missing values
- hyperparameters
- generative model
- model selection
- feature vectors
- multi task
- support vector machine
- genetic algorithm