Generation of Globally Relevant Continuous Features for Classification.
Sylvain LétourneauStan MatwinA. Fazel FamiliPublished in: PAKDD (2008)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- classification models
- feature set
- feature space
- classification method
- extracted features
- svm classifier
- pattern recognition
- extracting features
- benchmark datasets
- image features
- gender classification
- features extraction
- feature extraction and classification
- machine learning approaches
- feature analysis
- feature selection
- text classification
- feature values
- numeric values
- machine learning
- feature reduction
- feature construction
- support vector machine
- svm classification
- class labels
- feature representation
- image classification
- high dimensionality
- classification algorithm
- supervised learning
- classification process
- discriminative features
- training set
- support vector
- feature weights
- highly informative
- support vector machine svm
- automatic classification
- feature selection algorithms
- feature subset
- training data
- model selection