A Novel Feature Selection Method for Classification Using a Fuzzy Criterion.
Maria Brigida FerraroAntonio IrpinoRosanna VerdeMario Rosario GuarracinoPublished in: LION (2013)
Keyphrases
- feature selection
- classification accuracy
- fuzzy classifier
- fuzzy classification
- fuzzy logic
- support vector machine svm
- classification scheme
- machine learning
- classification models
- fuzzy sets
- fuzzy numbers
- fuzzy clustering
- pattern classification
- classification method
- classification algorithm
- cross validation
- class labels
- neural network
- supervised learning
- decision trees
- support vector
- feature space
- support vector machine
- membership functions
- machine learning methods
- training set
- feature vectors
- preprocessing
- feature extraction
- multi criteria
- classification systems
- clustering analysis
- group decision making
- image classification
- data sets
- class separability
- neyman pearson