This package contains functions that allow to build classification trees for ordinal responses within the CART framework. The trees are grown using the Generalized Gini impurity function, where the misclassification costs are given by the absolute or squared differences in scores assigned to the categories of the response. Pruning is based on the total misclassification rate or on the total misclassification cost.

rpartScore: Classification trees for ordinal responses

GALIMBERTI, GIULIANO;SOFFRITTI, GABRIELE;
2012

Abstract

This package contains functions that allow to build classification trees for ordinal responses within the CART framework. The trees are grown using the Generalized Gini impurity function, where the misclassification costs are given by the absolute or squared differences in scores assigned to the categories of the response. Pruning is based on the total misclassification rate or on the total misclassification cost.
2012
G. Galimberti; G. Soffritti; M. Di Maso
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/132991
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