Classification Based on Predictive Association Rules of Incomplete Data.
Jeonghun YoonDae-Won KimPublished in: IEICE Trans. Inf. Syst. (2012)
Keyphrases
- incomplete data
- association rules
- missing data
- incomplete data sets
- multiple imputation
- classification rules
- learning bayesian networks
- em algorithm
- associative classification
- bayesian networks
- support vector
- bayes classifier
- classification accuracy
- association rule mining
- irrelevant attributes
- missing values
- machine learning
- classification models
- class labels
- statistical databases
- models built
- supervised learning
- feature extraction
- data mining
- rule sets
- training set
- pattern recognition
- decision trees
- associative classifiers
- frequent itemsets
- data sets
- data mining techniques
- multi class
- feature selection
- computer vision
- missing attribute values