Multiclass unbalanced protein data classification using sequence features.
K. Suvarna VaniT. D. SravaniPublished in: CIBCB (2014)
Keyphrases
- multi class
- multiclass support vector machines
- multiclass classification
- kernel fisher
- support vector machine
- multiclass problems
- binary classifiers
- cost sensitive classification
- multi class classification
- multiple classes
- feature vectors
- feature extraction
- cost sensitive
- multi class classifier
- feature set
- binary and multi class
- classification accuracy
- binary classification problems
- classification models
- feature space
- feature selection
- svm classifier
- error correcting output codes
- multi class boosting
- binary classification tasks
- pairwise
- svm classification
- support vector
- perceptron algorithm
- feature subset
- binary classification
- benchmark datasets
- support vector machine svm
- multiclass svm
- single class
- base classifiers
- feature values
- machine learning
- machine learning methods
- multiclass learning
- class labels
- training set
- multitask learning
- class imbalance
- classification algorithm
- image classification
- decision trees
- learning algorithm