On the Selection and Classification of Independent Features.
Marco BressanJordi VitriàPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2003)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- classification method
- feature set
- classification process
- extracting features
- feature space
- classification models
- benchmark datasets
- features extraction
- class labels
- feature analysis
- classification algorithm
- feature weights
- extracted features
- image classification
- svm classifier
- machine learning
- feature representation
- feature values
- automatic classification
- classification scheme
- feature selection
- support vector machine svm
- gender classification
- support vector machine
- selecting features
- svm classification
- feature construction
- irrelevant features
- multiple classifiers
- high dimensionality
- machine learning approaches
- image features
- low level
- pattern recognition
- decision trees
- gabor filters
- false positives
- text classification
- supervised learning
- active learning
- textural features
- training data
- feature extraction and classification
- category labels
- selecting relevant features