3.12 Comparison of Linear Regression with K-Nearest Neighbors

• This section examines the K-nearest neighbor (KNN) method (a non-parameteric method).
• This is essentially a k-point moving average.
• This serves to illustrate the Bias-Variance trade-off nicely