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An Efficient Algorithm for Finding Optimal Gain-Ratio Multiple-Split Tests on Hierarchical Attributes in Decision Tree Learning.
Hussein Almuallim
Yasuhiro Akiba
Shigeo Kaneda
Published in:
AAAI/IAAI, Vol. 1 (1996)
Keyphrases
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decision tree learning
gain ratio
decision trees
attribute values
information gain
constructive induction
mutual information
data mining
domain knowledge
text categorization
training examples
concept learning