SVM-Based Local Search for Gene Selection and Classification of Microarray Data.
José Crispín Hernández HernándezBéatrice DuvalJin-Kao HaoPublished in: BIRD (2008)
Keyphrases
- gene selection
- microarray data
- cancer classification
- support vector machine svm
- dna microarray data
- relevant genes
- microarray data analysis
- microarray
- feature selection
- gene expression profiles
- microarray datasets
- cancer diagnosis
- ovarian cancer
- support vector machine
- dna microarray
- informative genes
- microarray classification
- colon cancer
- gene expression
- gene expression data
- small number of samples
- small sample size
- microarray analysis
- support vector
- pattern recognition
- feature ranking
- data sets
- gene expression datasets
- gene expression analysis
- svm classifier
- biologically relevant
- k nearest neighbor
- gene networks
- cluster analysis
- selected genes
- gene expression data sets
- gene sets
- high dimensionality
- machine learning methods
- text classification
- knn
- high dimensional
- biologically meaningful
- knowledge discovery
- differentially expressed genes
- machine learning
- training samples
- feature space
- data analysis
- data mining