Question: in python using Numpy package assume that you have a dataset with the information below Write a function that does the following: Implement and test

in python using Numpy package
assume that you have a dataset with the information below
Write a function that does the following:
Implement and test the K-NN classifier using different K values:
Make sure that you can easily adjust the K parameter.
in python using Numpy package assume that you have a dataset with

a. Number of examples: 1000 b. Number of features: 2 C. Type of features: continuous (numerical) values only d. Class labels: binary e. Proportion of examples (roughly): 50% positive, and 50% negative f. Geometrical shape: You can choose any geometrical shape you like so long you keep the rough proportions of positive and negative examples. Be creative! Below are some shape examples

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