Enzyme classification using multiclass support vector machine and feature subset selection.
Debasmita PradhanSudarsan PadhyBiswajit SahooPublished in: Comput. Biol. Chem. (2017)
Keyphrases
- multi class
- support vector machine
- feature subset selection
- feature selection
- multiclass classification
- svm classifier
- feature subset
- multiclass problems
- multiple classes
- multi class classification
- binary classifiers
- support vector
- support vector machine svm
- machine learning
- feature space
- cost sensitive
- binary classification
- binary classification problems
- cost sensitive classification
- selected features
- error correcting output codes
- svm classification
- classification method
- training data
- classification algorithm
- pattern classification
- feature vectors
- multiclass support vector machines
- multiclass svm
- decision boundary
- kernel function
- selection algorithm
- pattern recognition
- kernel methods
- training set
- pairwise
- text classification
- data sets
- multi task
- classification accuracy
- feature set
- k nearest neighbor
- fitness function
- hyperplane
- feature extraction
- neural network
- feature selection algorithms