def confusion_matrix(self):
        """
        Returns the normalised confusion matrix
        """
        confusion_matrix = self.pixel_classification_sum.astype(np.float)
        confusion_matrix = np.divide(confusion_matrix.T, self.pixel_truth_sum.T).T

        return confusion_matrix * 100.0