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Classification by Neural Network and Statistical Models in Tandem: Does Integration Enhance Performance?

The major purposes of the current research are twofold. The first purpose is to present a composite approach to the general classification problem by using outputs from various parametric statistical procedures and neural networks. The second purpose is to compare several parametric and neural network models on a transportation planning related classification problem and five simulated classification problems.

Identiferoai:union.ndltd.org:unt.edu/info:ark/67531/metadc278874
Date12 1900
CreatorsMitchell, David
ContributorsPavur, Robert J., Parberry, Ian, Kvanli, Alan, Jayakumar, Maliyakal D.
PublisherUniversity of North Texas
Source SetsUniversity of North Texas
LanguageEnglish
Detected LanguageEnglish
TypeThesis or Dissertation
Formatx, 171 leaves: ill., Text
RightsPublic, Copyright, Copyright is held by the author, unless otherwise noted. All rights reserved., Mitchell, David

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