May 15, 2016 · Comparison between Perceptron and Bayes’ Classifier Perceptron operates on the promise that the patterns to be classified are linear separable (otherwise the training algorithm will oscillate), while Bayes classifier can work on nonseparable patterns Bayes classifier minimizes the probability of misclassification which is independent of the underlying …