On Classification with Incomplete Data.
David WilliamsXuejun LiaoYa XueLawrence CarinBalaji KrishnapuramPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2007)
Keyphrases
- incomplete data
- incomplete data sets
- learning bayesian networks
- missing values
- missing data
- bayes classifier
- multiple imputation
- decision trees
- bayesian networks
- pattern recognition
- machine learning
- classification algorithm
- irrelevant attributes
- text classification
- feature selection
- feature vectors
- support vector
- em algorithm
- attribute selection
- unseen data
- models built
- feature extraction
- missing attribute values
- learning algorithm