A Hybrid Feature Selection Method for Classification Purposes.
Silvia CateniValentina CollaMarco VannucciPublished in: EMS (2014)
Keyphrases
- feature selection
- classification accuracy
- classification method
- method for feature selection
- support vector machine svm
- cross validation
- pattern classification
- model selection
- support vector machine
- feature extraction
- pairwise
- irrelevant features
- feature set
- preprocessing
- unsupervised learning
- clustering method
- classification scheme
- classification algorithm
- machine learning methods
- bayes classifier
- accuracy rate
- data pre processing
- benchmark data sets
- objective function
- data sets
- support vector
- redundant features
- feature selection and classification
- learning algorithm
- discriminative features
- classification models
- feature subset
- dimensionality reduction
- multi class