A hybrid feature selection algorithm for gene expression data classification.
Huijuan LuJunying ChenKe YanQun JinYu XueZhigang GaoPublished in: Neurocomputing (2017)
Keyphrases
- gene expression data
- feature selection
- feature selection algorithms
- high dimensionality
- gene expression
- microarray
- cancer classification
- classification accuracy
- cancer diagnosis
- dna microarray data
- gene expression analysis
- data sets
- microarray data
- microarray datasets
- text classification
- irrelevant features
- gene expression profiles
- gene selection
- gene expression datasets
- dna microarray
- colon cancer
- support vector
- feature space
- feature set
- feature subset
- pattern recognition
- classification models
- mutual information
- support vector machine
- text categorization
- analysis of gene expression data
- tissue samples
- training set
- high dimensional
- image classification
- unsupervised learning
- feature vectors
- feature ranking
- feature subset selection
- decision trees
- support vector machine svm
- neural network