Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree Induction.
Amitava KarmakerPublished in: HIS (2005)
Keyphrases
- decision tree induction
- decision trees
- missing attribute values
- cross validation
- unseen data
- missing values
- incomplete data
- em algorithm
- expectation maximization
- data mining methods
- generative model
- maximum likelihood
- attribute values
- data mining
- probabilistic model
- machine learning
- fuzzy sets
- data sets
- machine learning algorithms
- computational intelligence
- data analysis
- training data