Fuzzy Set Similarity for Feature Selection in Classification.
Valerie CrossMichael ZmudaRahul PaulLawrence O. HallPublished in: FUZZ-IEEE (2020)
Keyphrases
- fuzzy sets
- feature selection
- classification accuracy
- pattern recognition
- fuzzy similarity
- fuzzy entropy
- fuzzy set theory
- fuzzy relations
- support vector
- text classification
- fuzzy decision trees
- rough sets
- membership functions
- classification models
- machine learning
- approximate reasoning
- feature selection algorithms
- rough fuzzy
- feature extraction
- support vector machine
- decision trees
- similarity relations
- fuzzy rules
- feature space
- feature set
- fuzzy logic
- high dimensionality
- interval valued
- similarity measure
- decision rules
- granular computing
- fuzzy inference
- knn
- fuzzy rough sets
- membership degree
- computer vision