An Integrated Feature Selection and Classification Method to Select Minimum Number of Variables on the Case Study of Gene Expression Data.
Liang GohNikola K. KasabovPublished in: J. Bioinform. Comput. Biol. (2005)
Keyphrases
- gene expression data
- classification method
- feature selection
- selected features
- gene expression
- microarray
- microarray data
- high dimensionality
- knn
- support vector machine
- k nearest neighbor
- text classification
- gene expression data sets
- gene selection
- machine learning
- feature space
- support vector
- learning algorithm
- classification algorithm
- gene expression data analysis
- analysis of gene expression data
- microarray gene expression data
- databases
- high dimensional data
- nearest neighbor
- small number
- classification accuracy
- feature extraction
- real world