Classification of Hydro Chemical Data in the Reduced Dimensional Space

Classification of Hydro Chemical Data in the Reduced Dimensional Space

<p>The main objective of this paper is to systematically analyze the performance of water samples classifications for different data representations. We compare the classification of full data representation to the classification of data items in lower dimensional space obtained by projection...

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Bibliographic Details
Main Authors: Jasminka Dobša, Petr Praus, Aswani Kumar Cherukuri, Pavel Praks
Format: Article
Language:English
Published: University of Zagreb, Faculty of organization and informatics 2012-06-01
Series:Journal of Information and Organizational Sciences
Subjects:
concept decomposition
dimensionality reduction
principal components analysis
support vector machines
Online Access:http://jios.foi.hr/index.php/jios/article/view/400

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