(b) i. Describe in your own words how you would detect overfitting when applying kNN to a regression task. [3] ii. Describe in your own words how z-normalisation may be applied to a dataset. Also explain with the aid of a simple original example (i.e. one not covered in the lecture notes) why it is often necessary to use normalisation with the k-NN algorithm. [4]