An Experiment with Association Rules and Classification: Post-Bagging and Conviction.
Alípio JorgePaulo J. AzevedoPublished in: Discovery Science (2005)
Keyphrases
- association rules
- decision trees
- classification rules
- pattern recognition
- training set
- classification accuracy
- machine learning
- support vector machine
- classification models
- benchmark datasets
- class labels
- supervised learning
- feature vectors
- training data
- rule sets
- ensemble methods
- associative classification
- accurate classifiers
- classification method
- decision rules
- ensemble classification
- data mining
- image classification
- feature space
- feature extraction
- feature selection
- learning algorithm
- data sets
- support vector machine svm
- svm classifier
- data mining techniques
- knowledge discovery
- face recognition
- generalization ability
- ensemble learning
- associative classifiers