Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour Method and Support Vector Machines to an Otoneurological Multi-Class Problem.
Kirsi VarpaHenry JoutsijokiKati IltanenMartti JuholaPublished in: MIE (2011)
Keyphrases
- multi class
- large margin classifiers
- support vector machine
- binary classifiers
- k nearest neighbour
- support vector
- multi class classification
- error correcting output codes
- multiclass classification
- feature selection
- multi class classifier
- pairwise
- knn
- svm classifier
- multi class problems
- neural network
- linear classifiers
- training samples
- nearest neighbour
- generalization bounds
- machine learning methods
- multi label classification
- binary classification
- basis functions
- text categorization
- feature set
- machine learning