Daniel@0: function fh=conffig(y, t)
Daniel@0: %CONFFIG Display a confusion matrix.
Daniel@0: %
Daniel@0: %	Description
Daniel@0: %	CONFFIG(Y, T) displays the confusion matrix  and classification
Daniel@0: %	performance for the predictions mat{y} compared with the targets T.
Daniel@0: %	The data is assumed to be in a 1-of-N encoding, unless there is just
Daniel@0: %	one column, when it is assumed to be a 2 class problem with a 0-1
Daniel@0: %	encoding.  Each row of Y and T corresponds to a single example.
Daniel@0: %
Daniel@0: %	In the confusion matrix, the rows represent the true classes and the
Daniel@0: %	columns the predicted classes.
Daniel@0: %
Daniel@0: %	FH = CONFFIG(Y, T) also returns the figure handle FH which  can be
Daniel@0: %	used, for instance, to delete the figure when it is no longer needed.
Daniel@0: %
Daniel@0: %	See also
Daniel@0: %	CONFMAT, DEMTRAIN
Daniel@0: %
Daniel@0: 
Daniel@0: %	Copyright (c) Ian T Nabney (1996-2001)
Daniel@0: 
Daniel@0: [C, rate] = confmat(y, t);
Daniel@0: 
Daniel@0: fh = figure('Name', 'Confusion matrix', ...
Daniel@0:   'NumberTitle', 'off');
Daniel@0: 
Daniel@0: plotmat(C, 'k', 'k', 14);
Daniel@0: title(['Classification rate: ' num2str(rate(1)) '%'], 'FontSize', 14);