Approximated Measures in Construction of Decision Trees from Large Databases.
Hung Son NguyenSinh Hoa NguyenPublished in: HIS (2003)
Keyphrases
- decision trees
- decision tree induction
- databases
- knowledge discovery
- machine learning
- rule induction
- random forest
- naive bayes
- predictive accuracy
- construction process
- logistic regression
- training data
- knowledge base
- social networks
- quantitative measures
- long sequences
- decision rules
- classification models
- linear combination
- feature construction
- gini index
- boosted decision trees