Support vector machine for classification of meiotic recombination hotspots and coldspots in Saccharomyces cerevisiaebased on codon composition.
Tong ZhouJianhong WengXiao SunZuhong LuPublished in: BMC Bioinform. (2006)
Keyphrases
- support vector machine
- support vector
- support vector machine svm
- classification algorithm
- svm classifier
- classification method
- high classification accuracy
- machine learning
- pattern recognition
- classification accuracy
- feature vectors
- feature selection
- decision boundary
- generalization ability
- training set
- feature space
- decision trees
- multi class
- svm classification
- class labels
- classification systems
- kernel function
- pattern classification
- classification process
- hyperplane
- decision forest
- maximum margin
- feature extraction
- classification scheme
- similarity measure
- model selection
- kernel methods
- image classification
- k nearest neighbor