A multiclass SVM classifier with teaching learning based feature subset selection for enzyme subclass classification.
Debasmita PradhanBiswajit SahooBijan Bihari MisraSudarsan PadhyPublished in: Appl. Soft Comput. (2020)
Keyphrases
- multi class
- support vector machine
- svm classifier
- feature subset selection
- feature subset
- feature selection
- binary classifiers
- selected features
- support vector machine svm
- multi class svms
- multiclass classification
- support vector
- svm classification
- teaching learning
- multiclass problems
- feature vectors
- multi class classification
- binary classification
- cost sensitive
- image classification
- machine learning
- radial basis function kernel
- classification method
- selection algorithm
- kernel function
- pattern classification
- binary classification problems
- classification algorithm
- hyperplane
- data sets
- k nearest neighbor
- feature space
- training data
- pairwise
- genetic algorithm
- feature selection algorithms
- classification rate
- support vectors
- feature set
- semi supervised
- knn
- classification accuracy
- artificial neural networks
- data mining