کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10333027 | 688177 | 2005 | 11 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
An improved accuracy measure for rough sets
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
In rough set theory, the accuracy measure is an important numerical characterization that quantifies the imprecision of a rough set caused by its boundary region. However, it does not take into consideration the granularity of the partition induced by an equivalence relation. Therefore, the imprecision of a rough set is not well characterized by the traditional accuracy measure. This paper first analyzes the limitations of the accuracy measure, and then improves it by information theory. Finally, four theorems show that the improved measure has some good properties and hence is more suitable to measure the imprecision of rough sets.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computer and System Sciences - Volume 71, Issue 2, August 2005, Pages 163-173
Journal: Journal of Computer and System Sciences - Volume 71, Issue 2, August 2005, Pages 163-173
نویسندگان
Baowen Xu, Yuming Zhou, Hongmin Lu,