A Reduced Variable Neighborhood Search Approach for Feature Selection in Cancer Classification.
Angelos PentelasAngelo SifalerasGeorgia KoloniariPublished in: ICVNS (2019)
Keyphrases
- cancer classification
- variable neighborhood search
- feature selection
- gene selection
- gene expression data
- microarray data
- microarray
- cancer diagnosis
- random forest
- metaheuristic
- tabu search
- traveling salesman problem
- routing problem
- gene expression profiles
- minimum spanning tree
- vehicle routing problem
- microarray datasets
- text categorization
- single machine scheduling problem
- benchmark instances
- text classification
- gene expression
- heuristic methods
- search procedure
- classification accuracy
- hybrid method
- dimensionality reduction
- feature ranking
- feature set
- feature subset
- feature space
- machine learning
- multi class
- high dimensionality
- combinatorial optimization
- naive bayes
- optimization problems
- decision trees
- similarity measure
- feature extraction