A Study on Unbiased Methods in Constructing Classification Trees
نویسندگان
چکیده
منابع مشابه
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Classification Trees With Unbiased Multiway Splits
Two univariate split methods and one linear combination split method are proposed for the construction of classification trees with multiway splits. Examples are given where the trees are more compact and hence easier to interpret than binary trees. A major strength of the univariate split methods is that they have negligible bias in variable selection, both when the variables differ in the num...
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ژورنال
عنوان ژورنال: Communications for Statistical Applications and Methods
سال: 2002
ISSN: 2287-7843
DOI: 10.5351/ckss.2002.9.3.809