ECG Classification Combining Conventional Signal Analysis, Random Forests and Neural Networks - a Stacked Learning Scheme.
Martin BaumgartnerMartin KropfLukas HaiderSai VeerankiDieter HaynGünter SchreierPublished in: CinC (2021)
Keyphrases
- random forests
- learning scheme
- signal analysis
- neural network
- base learners
- decision trees
- classification and regression trees
- machine learning algorithms
- tree ensembles
- pattern recognition
- regression forests
- random forest
- signal processing
- learning algorithm
- regression problems
- ensemble methods
- logistic regression
- feature extraction
- classification accuracy
- training process
- feature set
- image classification
- multiresolution
- feature vectors
- machine learning
- decision tree ensembles
- machine learning methods
- classification algorithm
- supervised learning
- support vector machine
- training samples
- semi supervised learning
- image processing
- feature selection