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The minimum feature subset selection problem

✍ Scribed by Bin Chen; Jiarong Hong; Yadong Wang


Publisher
Springer
Year
1997
Tongue
English
Weight
499 KB
Volume
12
Category
Article
ISSN
1000-9000

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One approach to improving the generalization power of a neural net is to try to minimize the number of nonzero weights used. We examine two issues relevant to this approach, .for single-layer nets. First we bound the VC dimension of the set of linear-threshold fimctions that have nonzero weights fig