DocumentCode
437475
Title
Stability of the classifier based on modification on Schweizer and Sklars equations
Author
Luukka, P. ; Sampo, J.
Author_Institution
Lab. of Appl. Math., Lappeenranta Univ. of Technol.
Volume
1
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
207
Lastpage
212
Abstract
In this article we have applied Schweizer & Sklars implications with extension to generalized mean to classification task. We show that classification results are not so sensitive to p values with Schweizer & Sklars measures, which indicates generalized form of equations. Investigation for correct mean values is carried out. In this article we have also tested stability of the classifier. Two different tests for stability are made: in one test stability was checked respect to weight parameters and other test was carried out for ideal vectors
Keywords
learning (artificial intelligence); pattern classification; statistical testing; Schweizer & Sklars equation; machine learning; pattern classification; stability; statistical testing; Computer errors; Diseases; Equations; Humans; Laboratories; Manufacturing processes; Mathematics; Pipelines; Stability; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Conference_Location
Singapore
Print_ISBN
0-7803-8643-4
Type
conf
DOI
10.1109/ICCIS.2004.1460413
Filename
1460413
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