Classification of Normal and Abnormal Heart Sound Recordings through Robust Feature Selection.
Chetanya PuriArijit UkilSoma BandyoapdhyayRituraj SinghArpan PalAyan MukherjeeDebayan MukherjeePublished in: CinC (2016)
Keyphrases
- feature selection
- classification accuracy
- support vector
- classification models
- feature extraction
- support vector machine
- text classification
- machine learning
- feature set
- feature space
- high dimensionality
- feature selection algorithms
- method for feature selection
- accurate classification
- decision trees
- informative features
- support vector machine svm
- classification performances
- pattern recognition
- feature subset
- preprocessing
- knn
- classification method
- image classification
- text categorization
- classification algorithm
- multi class
- class separability
- discriminative features
- irrelevant features
- fold cross validation
- feature subset selection
- feature selection and classification
- support vector classification
- feature reduction
- bayes classifier
- bayesian classifier
- information gain
- class labels
- machine learning algorithms
- model selection
- mutual information
- feature vectors
- training set