A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers.
Antonios VogiatzisGeorgios ChalkiadakisKonstantia MoirogiorgouMichalis E. ZervakisPublished in: IST (2021)
Keyphrases
- multi category
- classification decisions
- decision trees
- support vector
- ensemble classifier
- training set
- classification method
- classification algorithm
- classification systems
- classification accuracy
- classification models
- feature selection
- higher classification accuracy
- multiclass classification
- svm classifier
- feature set
- decision making
- machine learning algorithms
- improves the classification accuracy
- machine learning
- error correcting output codes
- accurate classification
- machine learning methods
- support vector machine
- support vector machine svm
- training samples
- multi class
- discriminant functions
- correctly classified
- k nearest neighbour
- linear classifiers
- classification rate
- training data
- bayesian classifier
- pattern recognition
- classifier combination
- decision boundary
- feature extraction
- feature vectors
- classification procedure
- support vector machine classifiers
- supervised classification
- roc curve