Classification of ECG beats by using a fast least square support vector machines with a dynamic programming feature selection algorithm.
Nurettin AcirPublished in: Neural Comput. Appl. (2005)
Keyphrases
- feature selection algorithms
- feature selection
- dynamic programming
- least squares
- classification accuracy
- irrelevant features
- machine learning
- data sets
- text classification
- feature subset
- feature set
- feature vectors
- imbalanced datasets
- decision trees
- pattern recognition
- model selection
- cost sensitive
- feature extraction
- training set
- unsupervised learning
- class labels
- cross validation
- classification method
- support vector
- selection algorithm
- selected features
- selection criterion
- information extraction