Classification Trees for Ordinal Responses in R: The rpartScore Package

Classification Trees for Ordinal Responses in R: The rpartScore Package
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R 中序数响应的分类树:rpartScore 包

DOI:
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发表时间:
2012
期刊:
影响因子:
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通讯作者:
M. D. Maso
M. D. Maso
中科院分区:
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文献类型:
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作者:
G. Galimberti;Gabriele Soffritti;M. D. Maso

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本文介绍了rpartScore(Galimberti,Soffritti和Di Maso 2012),一个新的R包,用于构建有序响应的分类树,每当一组分数被分配给响应的有序类别时,都可以使用它。创建此包是为了克服rpartOrdinal包(Archer 2010)中产生意外结果的一些问题。对这些意外结果的原因进行了解释。介绍了rpartScore的主要功能,并通过实例说明了其使用方法。
This paper introduces rpartScore (Galimberti, Soffritti, and Di Maso 2012), a new R package for building classification trees for ordinal responses, that can be employed whenever a set of scores is assigned to the ordered categories of the response. This package has been created to overcome some problems that produced unexpected results from the package rpartOrdinal (Archer 2010). Explanations for the causes of these unexpected results are provided. The main functionalities of rpartScore are described, and its use is illustrated through some examples.
rpartOrdinal:用于派生分类树以预测序数响应的 R 包。
DOI: 10.18637/jss.v034.i07
发表时间: 2010
影响因子: 5.8
作者:
Archer,KellieJ
通讯作者: Archer,KellieJ