Adapting rough-fuzzy classifier to solve class imbalance problem in heart disease prediction using FCM.
K. SrinivasG. Raghavendra RaoA. GovardhanPublished in: Int. J. Medical Eng. Informatics (2014)
Keyphrases
- class imbalance
- fuzzy classifier
- heart disease
- fuzzy rules
- class distribution
- active learning
- prediction accuracy
- cost sensitive
- pattern classification
- adaptive learning
- neural network
- fuzzy c means
- concept drift
- neuro fuzzy
- high dimensionality
- rough sets
- fuzzy clustering
- medical diagnosis
- fuzzy membership functions
- feature selection
- artificial intelligence
- test data
- data streams
- medical records