Distance Sensitive AdaBoost using Distance Weight Function
نویسندگان
چکیده
منابع مشابه
Distance Sensitive AdaBoost using Distance Weight Function
Abstract This paper proposes a new method to improve performance of AdaBoost by using a distance weight function to increase the accuracy of its machine learning processes. The proposed distance weight algorithm improves classification in areas where the original binary classifier is weak. This paper derives the new algorithm’s optimal solution, and it demonstrates how classifier accuracy can b...
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ژورنال
عنوان ژورنال: International Journal of Fuzzy Logic and Intelligent Systems
سال: 2012
ISSN: 1598-2645
DOI: 10.5391/ijfis.2012.12.2.143