SVM Classifier - a comprehensive java interface for support vector machine classification of microarray data.
Mehdi PiroozniaYouping DengPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- svm classifier
- support vector machine classification
- support vector machine
- informative features
- microarray
- support vector machine svm
- feature selection
- support vector
- gene expression
- gene selection
- gene expression data
- image classification
- data sets
- feature vectors
- microarray data analysis
- cluster analysis
- small number of samples
- kernel function
- training set
- semi supervised
- high dimensional
- microarray datasets
- privacy preserving
- multi class
- cancer classification
- high throughput
- pattern recognition
- machine learning
- database
- real world
- fold cross validation
- selected features
- feature subset
- pairwise
- binary classifiers
- image features
- k nearest neighbor
- knn
- nearest neighbor
- cross validation
- high dimensional data