Heart Arrhythmia Abnormality Classification Using Machine Learning.
Yaman AfadarAli Bou NassifMaha Alaa EddinManar AbuTalibQassim NasirPublished in: CCCI (2020)
Keyphrases
- machine learning
- support vector machine
- pattern recognition
- decision trees
- text classification
- supervised learning
- classification accuracy
- machine learning methods
- supervised machine learning
- beat classification
- machine learning algorithms
- feature selection
- supervised classification
- classification systems
- unsupervised learning
- machine learning approaches
- pattern classification
- classification algorithm
- support vector
- feature vectors
- automatic classification
- feature extraction
- information extraction
- feature space
- learning algorithm
- heart rate variability
- atrial fibrillation
- classification scheme
- neural network
- statistical learning
- inductive learning
- learning tasks
- statistical methods
- decision rules
- support vector machine svm
- training samples
- knowledge acquisition
- preprocessing
- semi supervised
- training set