“Or: testing on your training data is a common way to cheat, but so is training on your test data” The need to hold back training data for testing, and issues

“Or: testing on your training data is a common way to cheat, but so is training on your test data” The need to hold back training data for testing, and issues around testing using variants of training data versus real world data are well known.