Classification and feature selection for craniosynostosis.
Shulin YangLinda G. ShapiroMichael L. CunninghamMatthew L. SpeltzSu-In LeePublished in: BCB (2011)
Keyphrases
- feature selection
- classification accuracy
- classification models
- feature space
- support vector
- text classification
- feature set
- feature selection algorithms
- feature extraction
- automatic classification
- image classification
- text categorization
- high dimensionality
- method for feature selection
- feature vectors
- support vector machine
- model selection
- web page classification
- bayes classifier
- training set
- classification scheme
- feature subset
- accurate classification
- feature selection and classification
- small sample
- class separability
- machine learning
- wrapper feature selection
- data pre processing
- feature subset selection
- feature weighting
- classification method
- training samples
- dimensionality reduction
- preprocessing
- decision trees
- selected features
- discriminative features
- fold cross validation
- classification rate
- dimension reduction
- classification algorithm
- irrelevant features
- support vector machine svm
- unsupervised feature selection
- mutual information
- redundant features