Question: (10 points) Consider a set of points in the 2-dimensional space plotted below. In this figure, visual distance between points also represents the distance computed

(10 points) Consider a set of points in the 2-dimensional space

(10 points) Consider a set of points in the 2-dimensional space plotted below. In this figure, visual distance between points also represents the distance computed by a learning algorithm. 10 9 8 7 + 6 1 5 4 4 + 3 + + 1 N 1 + 0 10 Which value of K (K=1, K=3, or K=5) will result in the greatest leave-one-out validation accuracy for KNN classification? Explain justify your

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