Combining general multi-class and specific two-class classifiers for improved customized ECG heartbeat classification.
Can YeB. V. K. Vijaya KumarMiguel Tavares CoimbraPublished in: ICPR (2012)
Keyphrases
- multi class
- multiclass classification
- multi class classification
- binary classifiers
- multi class problems
- class probabilities
- single class
- multiple classes
- multi class classification problems
- binary classification problems
- multiclass problems
- multi class classifier
- error correcting output codes
- support vector machine
- multi class classifiers
- cost sensitive
- binary classification
- active learning
- support vector
- feature selection
- multi class boosting
- multi class svm
- binary classification tasks
- linear classifiers
- binary and multi class
- svm classifier
- object detection
- pairwise
- kernel logistic regression
- multi label classification
- multinomial logistic regression
- cost sensitive learning
- classification algorithm
- training data
- feature space
- majority voting
- class labels
- training samples
- large margin classifiers
- multi class svms
- classification accuracy
- machine learning algorithms
- bayes classifiers
- cross validation
- base classifiers
- multi task
- class imbalance
- decision boundary
- ecg signals