A simple regression based heuristic for learning model trees
نویسندگان
چکیده
منابع مشابه
A simple regression based heuristic for learning model trees
The term “model trees” is commonly used for regression trees that contain some non-trivial model in their leaves. Popular implementations of model tree learners build trees with linear regression models in their leaves. They use reduction of variance as a heuristic for selecting tests during the tree construction process. In this article, we show that systems employing this heuristic may exhibi...
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ژورنال
عنوان ژورنال: Intelligent Data Analysis
سال: 2006
ISSN: 1571-4128,1088-467X
DOI: 10.3233/ida-2006-10303