Gene selection and classification of microarray data method based on mutual information and moth flame algorithm.
Ali DabbaAbdelkamel TariSamy MeftaliRabah MokhtariPublished in: Expert Syst. Appl. (2021)
Keyphrases
- microarray data
- gene selection
- support vector machine svm
- mutual information
- dna microarray data
- feature selection
- similarity measure
- microarray
- microarray data analysis
- cancer classification
- microarray analysis
- support vector machine
- input data
- k means
- classification accuracy
- ovarian cancer
- gene expression data
- data sets
- learning algorithm
- gene expression
- microarray classification
- gene expression microarray data
- clustering method
- machine learning methods
- relevant genes
- cancer diagnosis
- gene expression profiles
- gene sets
- dna microarray
- support vector
- microarray datasets
- small number of samples
- feature space
- pattern recognition
- cluster analysis
- text classification
- unsupervised learning
- colon cancer
- gene expression data sets
- high dimensional
- decision trees
- informative genes
- gene expression patterns
- feature set
- small sample size