Regularizing conjunctive features for classification.
Pablo BarcelóAlexander BaumgartnerVictor DalmauBenny KimelfeldPublished in: J. Comput. Syst. Sci. (2021)
Keyphrases
- classification accuracy
- feature extraction
- feature vectors
- feature set
- extracted features
- classification models
- classification method
- feature space
- classification process
- features extraction
- svm classifier
- feature analysis
- benchmark datasets
- machine learning
- class labels
- image classification
- support vector machine
- pattern recognition
- feature values
- low level
- gender classification
- classification scheme
- high dimensionality
- pattern classification
- feature selection algorithms
- discriminative features
- svm classification
- irrelevant features
- feature reduction
- learning algorithm
- feature subset
- decision trees
- training data
- support vector
- training set
- high dimensional
- machine learning algorithms
- classification algorithm
- multi class
- co occurrence
- feature construction
- machine learning methods
- gabor filters
- feature weights
- feature selection
- feature extraction and classification
- discriminating features