The Complexity of a Probabilistic Approach to Deal with Missing Values in a Decision Tree.
Lamis HawarahAna SimonetMichel SimonetPublished in: SYNASC (2006)
Keyphrases
- missing values
- decision trees
- missing data
- incomplete data
- missing attribute values
- data imputation
- missing data imputation
- high dimensional data
- machine learning
- feature values
- logistic regression
- incomplete data sets
- missing information
- exponential family
- probabilistic model
- bayesian networks
- training data
- multiple imputation
- database
- machine learning algorithms
- naive bayes
- data matrix
- data sets