Feature selection for a cooperative coevolutionary classifier in liver fibrosis diagnosis.
Catalin StoeanRuxandra StoeanMonica LupsorHoria StefanescuRadu BadeaPublished in: Comput. Biol. Medicine (2011)
Keyphrases
- feature selection
- feature set
- feature space
- feature selection algorithms
- support vector
- bayes classifier
- feature subset
- support vector machine
- classification performances
- feature selection and classifier
- machine learning
- text classification
- multi class
- mutual information
- fault diagnosis
- model based diagnosis
- training data
- medical diagnosis
- classification models
- bayesian classifier
- text categorization
- feature reduction
- fold cross validation
- input features
- feature weighting
- information gain
- selected features
- neural network
- small sample
- irrelevant features
- text classifiers
- ct images
- ensemble classifier
- feature ranking
- feature extraction
- dimensionality reduction
- classification accuracy
- liver disease
- training set
- discriminative features
- classification algorithm
- class labels
- naive bayes
- feature vectors
- automatic relevance determination
- knn