Interpretable heartbeat classification using local model-agnostic explanations on ECGs.
Inês NevesDuarte FolgadoSara SantosMarília BarandasAndrea CampagnerLuca RonzioFederico CabitzaHugo GamboaPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- computational model
- high level
- pattern recognition
- conceptual model
- mathematical model
- experimental data
- management system
- machine learning
- neural network model
- probability distribution
- objective function
- parameter estimation
- data mining
- classification systems
- hierarchical structure
- pattern classification
- classification method
- classification algorithm
- support vector machine svm
- unsupervised learning
- image classification
- probabilistic model
- pairwise
- decision trees
- genetic algorithm