Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria.
Mariano LlamedoJuan Pablo MartínezPublished in: IEEE Trans. Biomed. Eng. (2011)
Keyphrases
- feature selection
- database
- support vector
- classification accuracy
- text classification
- support vector machine
- method for feature selection
- classification models
- databases
- feature extraction
- machine learning
- accurate classification
- unsupervised learning
- text categorization
- relational databases
- database systems
- feature set
- feature space
- decision trees
- small sample
- feature subset selection
- high dimensionality
- dimension reduction
- mutual information
- data sets
- feature selection and classification
- web page classification
- discriminative features
- feature selection algorithms
- pattern recognition
- image classification
- information gain
- data model
- selected features
- feature subset
- classification method
- model selection
- classification rate
- feature weighting
- bayes classifier
- database management systems
- irrelevant features
- training set