Question: The attributes for 6 customers are given below. CUSTOMER AGE 1 2 3 4 5 6 HHINCOME RSCORE RESPONSE TENURE 776 814 44 48

The attributes for 6 customers are given below. CUSTOMER AGE 1 2 3 4 5 6 HHINCOME RSCORE RESPONSE TENURE 776

The attributes for 6 customers are given below. CUSTOMER AGE 1 2 3 4 5 6 HHINCOME RSCORE RESPONSE TENURE 776 814 44 48 54 51 250 51 29 54 1029 352 54 1543 259 (a) Calculate the distance of customer 1 to other 5 customers using the given attributes 2828 3081 779 1027 820 779 772 782 1 0 1 0 1 (b) If we use 3-NN algorithm and majority vote as combining algorithm, what would be your prediction for response? (c) Can you predict Tenure attribute as well? How? (d) Do you think that your distance calculations are correct? If the answer is "Yes" or "No", provide the reasons. (e) what is the problem if we use an even number, e.g. 4-NN, for the combining algoritm?

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