A sequential test for variable selection in high dimensional complex data.
Kofi P. AdragniMoumita KarmakarPublished in: Comput. Stat. Data Anal. (2015)
Keyphrases
- variable selection
- complex data
- high dimensional
- high dimensional data
- cross validation
- input variables
- dimension reduction
- linear models
- model selection
- low dimensional
- high dimensionality
- stochastic search
- dimensionality reduction
- group lasso
- ensemble selection
- nearest neighbor
- feature selection
- microarray data
- database
- data sets
- number of input variables
- areas of data mining
- low rank
- sparse representation
- feature vectors
- preprocessing
- object recognition
- pattern recognition
- learning algorithm
- machine learning