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Figure . . points in a three-dimensional space
of resulting clusters changes from one to four. When q
, all points are in one
=
cluster,andwhen q
. ,wehavefourclusters,whichisconsistent with thewaydata
is generated. he results are depicted in Fig. . . Cluster membership is represented
by different symbols; the circles, diamonds, squares and triangles indicate support
vectors.
=
References
Aizerman, M.A., Braverman, E.M. and Rozoner, L.I. ( ). heoretical foundations
of the potential function method in pattern recognition learning. Automation and
Remote Control, : - .
Akaho,S.( ).Akernelmethodforcanonicalcorrelationanalysis.In:International
Meeting of Psychometric Society (IMPS ), - July , Osaka, Japan.
Alpaydin, E. ( ). Introduction to Machine Learning. MIT Press, Cambridge.
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