Diversity creation methods: a survey and categorisation
نویسندگان
چکیده
منابع مشابه
Diversity creation methods: a survey and categorisation
Ensemble approaches to classification and regression have attracted a great deal of interest in recent years. These methods can be shown both theoretically and empirically to outperform single predictors on a wide range of tasks. One of the elements required for accurate prediction when using an ensemble is recognised to be error ‘‘diversity’’. However, the exact meaning of this concept is not ...
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ژورنال
عنوان ژورنال: Information Fusion
سال: 2005
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2004.04.004