Gene selection for cancer types classification using novel hybrid metaheuristics approach.
Alok Kumar ShuklaPradeep SinghManu VardhanPublished in: Swarm Evol. Comput. (2020)
Keyphrases
- gene selection
- cancer classification
- cancer diagnosis
- ovarian cancer
- colon cancer
- relevant genes
- gene expression profiles
- microarray data
- dna microarray
- tumor classification
- microarray
- support vector machine svm
- survival prediction
- cancer detection
- dna microarray data
- microarray data analysis
- microarray data classification
- microarray datasets
- feature selection
- gene expression data
- gene expression
- gene expression datasets
- microarray classification
- microarray analysis
- support vector machine
- feature ranking
- classification accuracy
- informative genes
- gene expression data sets
- random forest
- machine learning methods
- early detection
- gene expression data analysis
- pattern recognition
- decision trees
- data sets
- high dimensional
- gene ontology
- low dimensional
- gene sets
- data analysis
- small number of samples