Microarray medical data classification using kernel ridge regression and modified cat swarm optimization based gene selection system.
P. MohapatraSreejit ChakravartyP. K. DashPublished in: Swarm Evol. Comput. (2016)
Keyphrases
- microarray
- gene selection
- medical data
- cancer classification
- gene expression profiles
- dna microarray
- microarray data
- microarray data analysis
- colon cancer
- cancer diagnosis
- gene expression
- microarray datasets
- relevant genes
- gene expression data
- high throughput
- high dimensionality
- dna microarray data
- microarray analysis
- gene expression datasets
- ovarian cancer
- medical images
- gene expression analysis
- feature ranking
- support vector machine svm
- gene expression data sets
- feature selection
- selected genes
- support vector machine
- classification accuracy
- gene networks
- machine learning methods
- informative genes
- pattern recognition
- random forest
- experimental conditions
- feature vectors
- differentially expressed genes
- decision trees
- machine learning
- classification algorithm
- class labels
- training samples
- text classification
- feature extraction
- gene ontology
- data mining
- benchmark datasets
- feature set