ITCI: An Information Theory Based Classification Algorithm for Incomplete Data.
Yicheng ChenJianzhong LiJizhou LuoPublished in: WAIM (2014)
Keyphrases
- classification algorithm
- information theory
- incomplete data
- information theoretic
- learning bayesian networks
- missing data
- bayesian networks
- k nearest neighbor
- missing values
- em algorithm
- knn
- training set
- naive bayes
- jensen shannon divergence
- incomplete data sets
- support vector machine
- accurate classification
- learning algorithm
- conditional entropy
- classification rules
- classification method
- mutual information
- text mining
- information extraction
- shannon entropy
- expectation maximization
- multi class
- machine learning
- database