Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Mechanical and Civil Engineering (IJERMCE)

Monthly Journal for Mechanical and Civil Engineering

ISSN : 2456-1290 (Online)

A Survey on Non-Parametric Classification Methods

Author : Hema Sree Kotari 1 Ravikumar Penugonda 2

Date of Publication :3rd March 2017

Abstract: In this modern era, along with the rapid development of computer hardware – increase processing speed and the size of the memory available – there has been a rapid development of data analysis methods that previously were not possible for practical use due to the required computing power. This paper will provide a survey of non-parametric techniques. It does not focus greatly on the technical aspects of each method beyond the headline advantages and disadvantages.

Reference :

    1. Ed Colet , “CLUSTERING AND CLASSIFICATION: DATA MINING APPROACHES”.
    2. S.Neelamegam, Dr.E.Ramaraj , “Classification algorithm in Data mining: An overview” .
    3.  Yugal Kumar , “Analysis of Parametric & Non Parametric Classifiers for Classification Technique using WEKA”.
    4. Sarle, Warren S. (1994), “Neural Networks and Statistical Models,” Proceedings of the Nineteenth Annual SAS Users Group International Conference, April, pp 1-13.
    5. Amrender Kumar , “ARTIFICIAL NEURAL NETWORKS FOR DATA MINING” .

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