IMPORTANT: If youre going to write please make sure your writing is neat and easy to read. Please write in print (not cursive).Please give a detailed explanation for your answers. Thank you

5. In words, describe the results that you would expect if you performed K-means clustering of the eight shoppers in Figure 10.14, on the basis of their sock and computer purchases, with K = 2. Give three answers, one for each of the variable scalings displayed. Explain