Automated detection of heart valve diseases using chirplet transform and multiclass composite classifier with PCG signals.
Samit Kumar GhoshR. N. PonnalaguR. K. TripathyU. Rajendra AcharyaPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- multi class
- automated detection
- multi class classifier
- multiclass classification
- binary classifiers
- linear classifiers
- support vector machine
- class probabilities
- cost sensitive classification
- multiclass problems
- error correcting output codes
- automated analysis
- feature selection
- binary classification problems
- lung cancer
- single class
- cost sensitive
- pairwise
- multi class classification
- generalized discriminant analysis
- binary classification
- cardiovascular disease
- multi label classification
- multi class problems
- support vector
- multiple classes
- multiclass learning
- classification algorithm
- training data
- decision trees
- multiclass support vector machines
- perceptron algorithm
- risk factors
- multi task
- svm classifier
- feature set
- training set
- learning algorithm
- svm classification
- error rate
- spectrum analysis
- face recognition
- data sets