A discrete bacterial algorithm for feature selection in classification of microarray gene expression cancer data.
Hong WangXing Jian JingBen NiuPublished in: Knowl. Based Syst. (2017)
Keyphrases
- feature selection
- irrelevant features
- data reduction
- input data
- feature subset
- classification algorithm
- data sets
- learning algorithm
- data collection
- data sources
- support vector machine svm
- clustering analysis
- real valued time series
- support vector machine
- data analysis
- extracted features
- data acquisition
- classification method
- training data
- data points
- support vector classification
- machine learning
- gene selection
- decision trees
- feature selection algorithms
- feature extraction
- knn
- feature set
- pattern recognition
- high dimensional data
- text classification
- expectation maximization
- data processing
- cancer datasets
- cancer diagnosis
- microarray gene expression
- classification models
- microarray data
- database
- classification accuracy
- k means