Fuzzy-rough discriminative feature selection and classification algorithm, with application to microarray and image datasets.
Pramod Kumar P.Prahlad VadakkepatAi Poh LohPublished in: Appl. Soft Comput. (2011)
Keyphrases
- classification algorithm
- microarray
- feature selection
- microarray data
- gene expression data
- gene expression
- gene selection
- knn
- high throughput
- naive bayes
- k nearest neighbor
- high dimensionality
- support vector machine
- cancer classification
- microarray datasets
- accurate classification
- dna microarray
- gene expression microarray data
- feature extraction
- text categorization
- gene expression data sets
- gene ontology
- experimental conditions
- training set
- learning algorithm
- feature space
- gene expression profiles
- data sets
- microarray data analysis
- gene expression analysis
- gene networks
- decision trees
- text classification
- classification method
- selected features
- support vector
- random forest
- machine learning
- nearest neighbor
- microarray images
- microarray analysis
- model selection