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Let (1, -1) and (1, -5)  be samples from a class  A  and (3, 0), (1, 1) and (3, ...

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Let (1, -1) and (1, -5)  be samples from a class A and (3, 0), (1, 1) and (3, 2) samples from a class B.   By using the  KNN (K=5) classifier assign a class (A or B) to the sample (1,1).

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