Automatic Heart Sound Recording Classification using a Nested Set of Ensemble Algorithms.
Masun Nabhan HomsiNatasha MedinaMiguel HernandezNatacha QuinteroGilberto PerpiñanAndrea QuintanaPhilip A. WarrickPublished in: CinC (2016)
Keyphrases
- learning algorithm
- nearest neighbour
- machine learning algorithms
- pattern recognition
- classification algorithm
- benchmark datasets
- feature set
- optimization problems
- statistical classification
- probability distribution
- classification accuracy
- machine learning
- training set
- feature vectors
- accurate classifiers
- ensemble classifier
- feature space
- data sets
- significant improvement
- lower bound
- computational complexity
- hierarchical structure
- machine learning methods
- random forests
- classification scheme
- data reduction
- feature extraction
- model selection
- binary classification problems