DEFARTMAP_Complement_Code(data)

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% This is an implementation of an ARTMAP variant,
% as described in:
% Gaddam, C. S. (2007).
% Feature Selection via transmitter depletion in ARTMAP. Online Document, xx(x) xxx-xxx.
% Boston, MA: Boston University.
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% Programmed by Sai Chaitanya Gaddam (August 2007-08)
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%
% The notation follows the article's notation,
% as does the headers for each step of the
% algorithm

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function complementCodedData = DEFARTMAP_Complement_Code(data)
% ART_Complement_Code    Complement codes the data for use with an ART network.
% vertical is M, the FEATURES 
% Horizontal is N, the NUMBER of data points.
%complementCodedData = [data; 1-data];

%data=(data+4)/9;
complementCodedData = [data; 1-data];
% Do the complement coding for each sample.