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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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<html> <head> <title> Netlab Reference Manual confmat </title> </head> <body> <H1> confmat </H1> <h2> Purpose </h2> Compute a confusion matrix. <p><h2> Synopsis </h2> <PRE> [C, rate] = confmat(y, t)</PRE> <p><h2> Description </h2> <CODE>[C, rate] = confmat(y, t)</CODE> computes the confusion matrix <CODE>C</CODE> and classification performance <CODE>rate</CODE> for the predictions mat{y} compared with the targets <CODE>t</CODE>. The data is assumed to be in a 1-of-N encoding, unless there is just one column, when it is assumed to be a 2 class problem with a 0-1 encoding. Each row of <CODE>y</CODE> and <CODE>t</CODE> corresponds to a single example. <p>In the confusion matrix, the rows represent the true classes and the columns the predicted classes. The vector <CODE>rate</CODE> has two entries: the percentage of correct classifications and the total number of correct classifications. <p><h2> See Also </h2> <CODE><a href="conffig.htm">conffig</a></CODE>, <CODE><a href="demtrain.htm">demtrain</a></CODE><hr> <b>Pages:</b> <a href="index.htm">Index</a> <hr> <p>Copyright (c) Ian T Nabney (1996-9) </body> </html>