Feature selection for classification of microarray gene expression cancers using Bacterial Colony Optimization with multi-dimensional population.
Hong WangLijing TanBen NiuPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- feature selection
- multi dimensional
- classification accuracy
- feature extraction
- gene selection
- machine learning
- cancer classification
- microarray datasets
- support vector machine
- classification models
- feature set
- text classification
- decision trees
- high dimensionality
- cancer diagnosis
- feature selection algorithms
- feature space
- support vector
- method for feature selection
- microarray data
- classification method
- feature subset
- gene expression data
- machine learning algorithms
- support vector machine svm
- fold cross validation
- feature subset selection
- feature ranking
- unsupervised learning
- gene expression profiles
- model selection
- supervised learning
- microarray
- computational biology
- optimization problems
- microarray gene expression