CNC-NOS: Class noise cleaning by ensemble filtering and noise scoring

Luengo, J; Shim, SO; Alshomrani, S; Altalhi, A; Herrera, F

Luengo, J (reprint author), Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain.

KNOWLEDGE-BASED SYSTEMS, 2018; 140 (): 27

Abstract

Obtaining data in the real world is subject to imperfections and the appearance of noise is a common consequence of such flaws. In classification, cla......

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