NS-k-NN: Neutrosophic Set-Based k-Nearest Neighbors Classifier

k-nearest neighbors (k-NN), which is known to be a simple and efficient approach, is a non-parametric supervised classifier. It aims to determine the class label of an unknown sample by its k-nearest neighbors that are stored in a training set. The k-nearest neighbors are determined based on some di...

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Bibliographic Details
Main Authors: Yaman Akbulut, Abdulkadir Sengur, Yanhui Guo, Florentin Smarandache
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/9/9/179