Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia.
Enrique MonteJordi Solé i CasalsJosé Antonio FizNieves SopenaPublished in: IWANN (2) (2001)
Keyphrases
- feature selection
- feature ranking
- feature set
- feature subset
- irrelevant features
- accurate classification
- classification accuracy
- discriminative features
- feature vectors
- feature importance
- redundant features
- text classification
- support vector machine
- feature extraction
- support vector
- feature selection algorithms
- classification models
- breast cancer diagnosis
- input features
- feature subset selection
- feature space
- feature weights
- feature reduction
- single feature
- classification performances
- individual features
- selecting features
- multi class
- machine learning
- selected features
- ranking algorithm
- text categorization
- information gain
- image features
- high dimensionality
- active learning
- fault diagnosis
- svm classifier
- class labels
- feature selection and classification
- ordinal data