The blue line may very well be an example of overfitting a linear function due to random noise. Deciding on a foul, overly complex concept gerrymandered to suit all the earlier coaching data is recognized as overfitting. By means of iterative optimisation of an goal function, supervised learning algorithms understand a function which can be accu