Totally bad article. It encourages bad practices like checking validity on the same set as model was trained on. You should do some cross-validation or at least

Totally bad article. It encourages bad practices like checking validity on the same set as model was trained on. You should do some cross-validation or at least split data into two parts, train model on the first part and test it on the second part.