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Essay text:
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 .I present here ,a minimum sphere cov-
ering approach to pattern classi?cation that seeks to
construct a minimum number of spheres to represent
the training data and formulate it as an integer
programming problem. 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...
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