CPAR: Classification based on Predictive Association Rules.
Xiaoxin YinJiawei HanPublished in: SDM (2003)
Keyphrases
- association rules
- classification rules
- classification accuracy
- machine learning
- data mining
- associative classification
- support vector machine svm
- pattern classification
- association rule mining
- support vector machine
- image classification
- pattern recognition
- classification systems
- classification scheme
- classification method
- classification algorithm
- decision trees
- text classification
- data sets
- knowledge discovery
- classification rate
- feature extraction
- svm classifier
- decision rules
- feature vectors
- classification models
- machine learning methods
- rule generation
- classification process
- support vector
- formal concept analysis
- preprocessing
- automatic classification
- training data
- rule sets
- feature selection
- data mining techniques
- training set
- frequent itemsets
- benchmark datasets
- text categorization
- supervised learning
- feature set