Overcoming Fragmentation in Decision Trees Through Attribute Value Grouping.
K. M. HoPaul D. ScottPublished in: PKDD (1998)
Keyphrases
- attribute values
- decision trees
- decision tree learning
- perceptual grouping
- multi attribute
- decision tree induction
- logistic regression
- numerical attributes
- random forest
- predictive accuracy
- machine learning algorithms
- data mining methods
- machine learning
- naive bayes
- categorical data
- attribute value pairs
- classification algorithm
- decision table
- training set
- information entropy
- training data
- multiple attribute decision making
- random forests
- base classifiers
- classification rules