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A Data Preprocessing Algorithm for Classification Model Based On Rough Sets

โœ Scribed by Li Xiang-wei; Qi Yian-fang


Book ID
113847492
Publisher
Elsevier
Year
2012
Tongue
English
Weight
184 KB
Volume
25
Category
Article
ISSN
1875-3892

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โœ Daijin Kim ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 202 KB

This paper proposes a new data classi"cation method based on the tolerant rough set that extends the existing equivalent rough set. Similarity measure between two data is described by a distance function of all constituent attributes and they are de"ned to be tolerant when their similarity measure e