Integer Programming Problem Formulation

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Issue:

Technology

 

Written by:

Rickey S

 

Date added:

April 7, 2016

 

Level:

University

 

Grade:

A

 

No of pages / words:

15 / 3968

 

Was viewed:

8692 times

 

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Essay content:

Pattern Classi?cation 2. Multi Class Data Classi?cation 3. Image Contrast Enhancement Pattern Classi?cation is being extensively used for automatic speech recognition, classi?cation of text into several categories (e.g. spam/non-spam email messages), the automatic recognition of handwritten words, or the automatic recognition of images of human faces ...
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Using soft threshold functions, we can further derive a linear programming problem whose solution gives rise to radial basis function (RBF) classi?ers and sigmoid function classi?ers. In contrast to traditional RBF and sigmoid function networks, in which the number of units is speci- ?ed a priori, this method provides a new way to construct RBF and sigmoid function networks that explicitly minimizes the number of base units in the resulting classi?ers...
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