Feature and Subfeature Selection for Classification Using Correlation Coefficient and Fuzzy Model.
Hemanta Kumar BhuyanChinmay ChakrabortySubhendu Kumar PaniVinayakumar RaviPublished in: IEEE Trans. Engineering Management (2023)
Keyphrases
- correlation coefficient
- fuzzy model
- fuzzy modeling
- feature vectors
- classification accuracy
- input output
- pattern recognition
- membership functions
- fuzzy rules
- feature extraction
- support vector
- text classification
- root mean square error
- fuzzy systems
- nonlinear systems
- feature set
- takagi sugeno
- feature space
- decision trees
- feature selection
- initial values
- decision rules
- fuzzy clustering
- root mean squared error
- principal components
- real time
- support vector machine svm
- unsupervised learning
- supervised learning
- support vector machine
- genetic algorithm
- machine learning
- classification rules
- feature subset
- fuzzy controller
- fuzzy control
- model selection
- fuzzy sets