Question

Why can it be misleading to judge the predictive ability of a model by looking at its performance on the training data set?.

Answer 1

If you train and test on the same dataset, you won't notice your model overfitting because it works well on the test set. Trying on data you haven't seen during training will help you determine if overfitting is happening.

Step-by-step explanation: