Machine Learning, Programming, Data Science, Statistics, Technology.
with using training error rate to evaluate the model performance is that there is no guarantee that the method with the lowest training error rate will also have the lowest test error rate. We want to choose a method that gives the lowest test error rate, as opposed to the lowest training error