Reducing decision tree fragmentation through attribute value grouping: A comparative study.
K. M. HoPaul D. ScottPublished in: Intell. Data Anal. (2000)
Keyphrases
- attribute values
- decision tree learning
- decision trees
- decision table
- logistic regression
- decision tree algorithm
- multiple attribute decision making
- categorical data
- multi attribute
- machine learning algorithms
- concept hierarchy
- decision tree induction
- naive bayes
- perceptual grouping
- data mining
- classification rules
- information entropy
- training data
- numerical attributes
- machine learning