Stochastic local search for the Feature Set problem, with applications to microarray data.
Andreas Alexander AlbrechtPublished in: Appl. Math. Comput. (2006)
Keyphrases
- clustering method
- microarray data
- feature set
- stochastic local search
- feature selection
- cluster analysis
- satisfiability problem
- microarray
- classification accuracy
- gene selection
- gene expression data
- feature space
- microarray data analysis
- random forest
- gene expression
- feature vectors
- phase transition
- feature extraction
- data sets
- high dimensional
- sat instances
- selected features
- machine learning
- randomly generated
- dimensionality reduction
- extracted features
- genetic algorithm
- feature subset
- data analysis
- text classification
- max sat
- evolutionary algorithm
- support vector machine
- image processing
- high dimensionality
- learning algorithm
- base classifiers
- text categorization
- feature selection algorithms
- np complete
- model selection
- sat problem
- neural network