Weighted Least Squares Twin Support Vector Machine with Fuzzy Rough Set Theory for Imbalanced Data Classification.
Maysam BehmaneshPeyman AdibiHossein KarshenasPublished in: CoRR (2021)
Keyphrases
- rough set theory
- imbalanced data classification
- support vector machine
- weighted least squares
- rough sets
- fuzzy sets
- least squares
- rule extraction
- feature selection
- concept lattice
- attribute reduction
- decision rules
- fuzzy logic
- missing data
- decision table
- membership functions
- data analysis
- multi class
- support vector
- generalization error
- training data
- support vector machine svm
- training set
- svm classifier
- fuzzy rules
- machine learning
- fuzzy clustering
- feature vectors
- data mining
- knowledge discovery
- active learning
- feature space
- model selection
- kernel methods
- control system
- fuzzy numbers
- computer vision