Usage of class dependency based feature selection and fuzzy weighted pre-processing methods on classification of macular disease.
Kemal PolatSadik KaraAysegül GüvenSalih GünesPublished in: Expert Syst. Appl. (2009)
Keyphrases
- preprocessing
- feature selection
- data pre processing
- classification method
- feature extraction
- classification accuracy
- machine learning methods
- support vector
- support vector machine
- feature selection and classification
- accurate classification
- multiclass classification
- classification models
- multi class
- classification performances
- benchmark datasets
- classification algorithm
- feature subset
- feature reduction
- feature selection algorithms
- discriminative features
- k nearest neighbour
- feature vectors
- fuzzy decision trees
- small samples
- fuzzy logic
- feature set
- fuzzy rules
- class labels
- fuzzy sets
- high dimensionality
- text classification
- feature space