Cardiac Arrhythmia Detection Using Ensemble of Machine Learning Algorithms.
R. Nandhini AbiramiP. M. Durai Raj VincentPublished in: SocProS (2) (2018)
Keyphrases
- machine learning algorithms
- random forests
- learning algorithm
- machine learning
- benchmark data sets
- predictive accuracy
- decision trees
- machine learning methods
- learning problems
- learning tasks
- machine learning systems
- heart disease
- machine learning models
- ecg signals
- machine learning approaches
- mit bih arrhythmia database
- standard machine learning algorithms
- patient specific
- heart rate variability
- training data
- neural network
- ensemble learning
- input features
- left ventricle
- medical diagnosis
- learning models
- ensemble methods
- transfer learning
- multiclass classification
- statistical machine learning
- model selection
- beat classification
- pairwise
- feature selection
- machine learning and data mining algorithms