Efficient classification of ventricular arrhythmias using feature selection and C4.5 classifier.
Monalisa MohantySantanu SahooPradyut Kumar BiswalSukanta SabutPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- multiple classifier systems
- classification accuracy
- feature selection
- machine learning
- decision trees
- feature set
- dimensionality reduction
- feature extraction
- feature space
- training set
- text classification
- class labels
- irrelevant features
- support vector machine
- higher classification accuracy
- instance selection
- classification process
- bayesian classifier
- model selection
- feature ranking
- bayes classifier
- classification performances
- improvement in classification accuracy
- classification rate
- feature subset
- high dimensionality
- naive bayes
- support vector machine svm
- image classification
- supervised learning
- multi class
- support vector
- training data
- learning algorithm