Helicobacter Pylori-Related Gastric Histology Classification Using Support-Vector-Machine-Based Feature Selection.
Chun-Rong HuangPau-Choo ChungBor-Shyang SheuHsiu-Jui KuoP. MikulasPublished in: IEEE Trans. Inf. Technol. Biomed. (2008)
Keyphrases
- feature selection
- classification accuracy
- text classification
- support vector
- method for feature selection
- support vector machine
- feature extraction
- feature set
- pattern recognition
- machine learning
- unsupervised learning
- discriminative features
- feature vectors
- classification models
- pattern classification
- class separability
- text categorization
- web page classification
- feature subset selection
- class labels
- high dimensionality
- feature space
- mutual information
- classification algorithm
- bayes classifier
- feature subset
- classification performances
- multi class
- decision trees
- classification scheme
- class imbalance
- irrelevant features
- small sample
- feature weighting
- automatic classification
- information gain
- image classification
- conditional mutual information
- support vector classification
- fold cross validation
- select relevant features
- wrapper feature selection
- unsupervised feature selection
- active learning
- feature ranking
- model selection
- supervised learning
- neural network
- classification method
- svm classifier