Classification of Single-lead Electrocardiograms: TDA Informed Machine Learning.
Paul Samuel IgnacioDavid UminskyChristopher DunstanEsteban EscobarLuke TrujilloPublished in: CoRR (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- machine learning algorithms
- text classification
- supervised machine learning
- decision trees
- support vector machine
- machine learning approaches
- supervised classification
- supervised learning
- unsupervised learning
- preprocessing
- feature extraction
- pattern classification
- learning algorithm
- natural language processing
- cross validation
- knowledge acquisition
- classification accuracy
- artificial intelligence
- classification scheme
- feature construction
- learning tasks
- classification algorithm
- classification systems
- explanation based learning
- classification process
- classification method
- benchmark datasets
- model selection
- feature selection
- image classification
- data analysis
- classification rules
- learning systems
- inductive logic programming
- classification models
- statistical learning
- classification rate
- text mining
- training set
- cost sensitive learning
- data sets