KNN is a non-parametric learning algorithm. Its purpose is to use a database in which the datapoints are separated into several classes to predict the classification of a new sample point.You are given a dataset task6_1_dataset.csv. The first column is index, x1 and x2 can be treated asthe coordinates of a point, and y is the class the point (x1,x2) belongs to.