ESVM: Evolutionary support vector machine for automatic feature selection and classification of microarray data.
Hui-Ling HuangFang-Lin ChangPublished in: Biosyst. (2007)
Keyphrases
- microarray data
- feature selection and classification
- feature selection
- support vector machine
- gene selection
- microarray
- high dimensionality
- gene expression data
- gene expression
- support vector
- multi class
- differentially expressed genes
- data sets
- small number of samples
- k nearest neighbor
- high dimensional
- microarray data analysis
- text categorization
- cancer classification
- svm classifier
- feature extraction
- microarray datasets
- selected features
- support vector machine svm
- dna microarray data
- genetic algorithm
- text classification
- feature space
- high throughput
- gene clusters
- classification algorithm
- machine learning
- gene ontology
- knn
- microarray gene expression data
- cancer diagnosis
- neural network
- gene sets
- gene expression profiles
- feature selection algorithms
- training data
- pattern recognition
- classification accuracy
- kernel function
- unsupervised learning
- model selection