A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index.
Dan A. SimoviciSzymon JaroszewiczPublished in: PAKDD (2004)
Keyphrases
- decision trees
- decision tree induction
- structural similarity
- database
- machine learning
- decision tree learning
- training data
- distance measure
- naive bayes
- distance metric
- predictive accuracy
- random forest
- index structure
- rand index
- minimum spanning tree
- evaluation metrics
- classification models
- classification accuracy
- query processing
- training set
- information retrieval
- databases