Neural vs. statistical classifier in conjunction with genetic algorithm feature selection in digital mammography.
Ping ZhangBrijesh VarmaKuldeep KumarPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- feature selection
- digital mammography
- genetic algorithm
- feature selection and classifier
- feature set
- neural network
- support vector
- support vector machine
- feature space
- classification accuracy
- classifier systems
- feature selection algorithms
- text categorization
- learning classifier systems
- feature ranking
- classification models
- input features
- feature subset
- feature reduction
- digital mammograms
- small sample
- decision trees
- classification performances
- breast cancer
- text classification
- mutual information
- bayes classifier
- feature weighting
- fold cross validation
- network architecture
- multi class
- training data
- neural classifier
- binary decision tree
- selected features
- model selection
- machine learning
- bayesian classifier
- computer aided diagnosis
- fitness function
- naive bayes
- classification method
- genetic algorithm ga
- automatic relevance determination
- feature extraction