Optimization of ECG Classification by Means of Feature Selection.
Tanis MarSebastian ZaunsederJuan Pablo MartínezMariano LlamedoRüdiger PollPublished in: IEEE Trans. Biomed. Eng. (2011)
Keyphrases
- feature selection
- classification accuracy
- text classification
- machine learning
- classification models
- support vector machine
- pattern recognition
- support vector
- feature set
- accurate classification
- irrelevant features
- classification algorithm
- feature subset
- feature space
- feature extraction
- feature selection algorithms
- class separability
- high dimensionality
- mutual information
- data sets
- feature ranking
- neural network
- model selection
- image classification
- dimensionality reduction
- classification performances
- feature selection and classification
- method for feature selection
- bayes classifier
- machine learning algorithms
- discriminative features
- selected features
- classification method
- knn
- feature vectors
- bayesian classifier
- kernel learning
- cross validation
- support vector machine svm
- unsupervised learning
- web page classification
- feature reduction
- active learning
- decision trees
- support vector classification