This paper provides a new pruning method for classification trees based on the impurity-complexity measure. Advantages of the proposed approach compared to the error-complexity pruning method are outlined showing an example on a real data set.

An alternative Pruning Method for ClassificationTrees based on the Impurity Complexity Measure

CAPPELLI, CARMELA;SICILIANO, ROBERTA
1998

Abstract

This paper provides a new pruning method for classification trees based on the impurity-complexity measure. Advantages of the proposed approach compared to the error-complexity pruning method are outlined showing an example on a real data set.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/514145
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