Differential Beat Accuracy for ECG Family Classification Using Machine Learning.
Alba Vadillo-ValderramaRebeca Goya-EstebanRaúl Caulier-CisternaArcadi García-AlberolaJosé Luis Rojo-ÁlvarezPublished in: IEEE Access (2022)
Keyphrases
- machine learning
- classification accuracy
- pattern recognition
- beat classification
- decision trees
- machine learning methods
- text classification
- supervised machine learning
- support vector machine
- feature selection
- predictive accuracy
- supervised classification
- machine learning algorithms
- roc curve
- roc analysis
- mit bih arrhythmia database
- high accuracy
- natural language processing
- support vector
- accuracy rate
- classification rate
- generalization ability
- feature vectors
- correct classification
- multiple classifier systems
- supervised learning
- preprocessing
- feature space
- pattern classification
- classification method
- inductive logic programming
- semi supervised learning
- reinforcement learning
- feature extraction
- machine learning approaches
- classification systems
- svm classifier
- fold cross validation
- confusion matrix
- random selection
- computer vision
- computational cost
- class labels
- information extraction
- unsupervised learning
- model selection
- signal processing