The confusion matrix shows how many times a pattern with the real class x was classified as class y. A perfect method should result in a diagonal matrix. All values not on the diagonal are errors of the method.
confusionMatrix(targets, predictions)the confusion matrix
the known, correct target values
the corresponding predictions of a method for the targets
If the class labels are not already encoded, they are encoded using encodeClassLabels
(with default values).