We give an example of using the K-Nearest Neighbor Algorithm to classify the color of a point which was not in the original data set. The K-Nearest neighbor algorithm is one of the most basic machine learning algorithms, but the mathematics behind the method is covered in a multivariable calculus course like this one.
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