Sampling frequent and minimal boolean patterns: theory and application in classification.
Geng LiMohammed J. ZakiPublished in: Data Min. Knowl. Discov. (2016)
Keyphrases
- pattern recognition
- classification scheme
- pattern analysis
- classification method
- lung disease
- machine learning
- pattern recognition tasks
- discovering patterns
- training patterns
- automatic classification
- frequent patterns
- sample size
- training set
- class labels
- pattern discovery
- boolean functions
- random sampling
- support vector machine svm
- text classification
- image classification
- complex patterns
- classification accuracy
- feature extraction
- decision trees