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PART 2 Bonus(20 points): This data represents samples of measurements of 3 type...

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PART 2 Bonus(20 points):This data represents samples of measurements of 3 types of soil. Each sample contains 5 measurements (features).

Classify the sample [5.64724615

7.29306789 4.64486642 2.42501426 0.78183953] in class 1, 2 or 3.

Use KNN classifier for K=4.It is required that you justify your answer: provide the distances and the rule you used to assign a class to the sample. Use a text cell in your Colab file from part 1 to provide the details. 

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