Constructing classification features using minimal predictive patterns.
Iyad BatalMilos HauskrechtPublished in: CIKM (2010)
Keyphrases
- classification accuracy
- feature extraction
- feature set
- classification method
- feature vectors
- classification process
- svm classifier
- classification models
- feature space
- image classification
- extracted features
- pattern representation
- support vector machine svm
- gender classification
- feature analysis
- discriminative features
- benchmark datasets
- classification rules
- pattern recognition
- lung disease
- feature representation
- extracting features
- pattern analysis
- high dimensionality
- text classification
- data mining techniques
- svm classification
- support vector
- decision tree classifiers
- similar patterns
- feature weights
- textural features
- feature subset
- abstraction levels
- co occurrence
- feature values
- classification scheme
- classification algorithm
- specific features
- supervised learning
- low level
- training set
- multiple features
- significant features
- feature extraction and classification
- highly discriminative
- feature selection algorithms
- learning algorithm