Two-Stage Hybrid Gene Selection Using Mutual Information and Genetic Algorithm for Cancer Data Classification.
M. Jansi RaniDurairaj DevarajPublished in: J. Medical Syst. (2019)
Keyphrases
- gene selection
- data sets
- mutual information
- dna microarray
- feature selection
- gene expression profiles
- gene expression data
- dna microarray data
- database
- cancer classification
- gene expression data sets
- microarray datasets
- data analysis
- small number of samples
- ovarian cancer
- training samples
- relevant genes
- microarray data
- support vector machine
- gene expression
- input data
- machine learning
- decision trees
- neural network
- microarray
- k nearest neighbor
- similarity measure
- colon cancer
- microarray classification
- survival prediction