Machine Learning, Programming, Data Science, Statistics, Technology.
rate. Roughly speaking, the problem is that many ML or statistical methods specifically estimate model coefficients or parameters to minimize the training error rate. For these methods, the training error rate can be quite small, but the test error rate is often much larger. The fundamental problem