Gene Selection for Cancer Classification using Support Vector Machines.
Isabelle GuyonJason WestonStephen BarnhillVladimir VapnikPublished in: Mach. Learn. (2002)
Keyphrases
- gene selection
- classification using support vector machines
- support vector machine
- microarray
- microarray data
- cancer classification
- multiresolution
- microarray data classification
- cancer diagnosis
- dna microarray
- support vector machine svm
- gene expression profiles
- cancer detection
- gene expression
- gene expression data
- tumor classification
- ovarian cancer
- relevant genes
- feature selection
- microarray classification
- survival prediction
- microarray datasets
- microarray analysis
- gene expression data analysis
- dna microarray data
- microarray data analysis
- gene expression datasets
- informative genes
- colon cancer
- training set
- gene ontology
- high throughput
- biologically relevant
- pattern recognition
- feature space
- feature ranking
- data sets
- k nearest neighbor
- knn
- decision trees
- learning algorithm
- machine learning
- neural network