1. You run a machine shop, and you have enough money to make arehab of some of your four machines. However, it is expensive to dothis rehab. You made the decision to divide your machines into twogroups and only rehab the group with higher maintenance costs andbreakdowns. Use machine A and machine B as your initial clustercentroids to use K-Means clustering with Euclidean distance topartition your machines into two groups. Answer the followingquestions:

a) Show all calculations for the K-Means clustering procedureuntil the procedure meets
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