An Ensemble of Machine Learning Models for Multilabel Classification of Cardiovascular Diseases by ECGs.
Anastasia BazhutinaSvyatoslav KhamzinAlexander SinitcaMikhail ChmelevskyStepan ZubarevMargarita BudanovaWerner RainerPublished in: CinC (2023)
Keyphrases
- machine learning models
- multilabel classification
- ensemble methods
- cardiovascular disease
- machine learning algorithms
- machine learning methods
- machine learning approaches
- spam filtering
- medical diagnosis
- instance based learning
- decision trees
- prediction accuracy
- base classifiers
- multi label
- risk factors
- benchmark datasets
- coronary artery
- machine learning
- logistic regression
- learning models
- learning algorithm
- feature selection
- image processing
- data sets
- text categorization
- nearest neighbor
- neural network
- rule induction
- training set
- binary classification
- multi class