2. Please read Question #4 (pp. 159) on your Text carefully and completely. Below is a calculated output provided for the question. Please kindly analyze and interpret this output. Euclidean distance from the new wine's characteristics to each of the three cluster centers. Distance from new wine and Cluster 1: (0.819-(-1.023))2 + (-0.329 -(-0.480))2 + ... +(1.117 -0.010)2 = 3.879 Distance from new wine and Cluster 2: (0.164 -(-1.023))2 + (0.869-(-0.480))2 + ... +(-0.406 -0.010)2 = 4.260 Distance from new wine and Cluster 3: (-0.937 -(-1.023))2 + (-0.368 -(-0.480))2 + ... +(-0.776 -0.010)2 = 1.906 Which of the three clusters, meaning, Clusters 1, 2, and 3, is most similar to the new wine? (Enter your response here) Please provided an explanation to justify your answer: (Enter your response here) Which of the three clusters is most dissimilar to the new wine? (Enter your response here) Please provided an explanation to justify your answer: (Enter your response here) 2. Please read Question #4 (pp. 159) on your Text carefully and completely. Below is a calculated output provided for the question. Please kindly analyze and interpret this output. Euclidean distance from the new wine's characteristics to each of the three cluster centers. Distance from new wine and Cluster 1: (0.819-(-1.023))2 + (-0.329 -(-0.480))2 + ... +(1.117 -0.010)2 = 3.879 Distance from new wine and Cluster 2: (0.164 -(-1.023))2 + (0.869-(-0.480))2 + ... +(-0.406 -0.010)2 = 4.260 Distance from new wine and Cluster 3: (-0.937 -(-1.023))2 + (-0.368 -(-0.480))2 + ... +(-0.776 -0.010)2 = 1.906 Which of the three clusters, meaning, Clusters 1, 2, and 3, is most similar to the new wine? (Enter your response here) Please provided an explanation to justify your answer: (Enter your response here) Which of the three clusters is most dissimilar to the new wine? (Enter your response here) Please provided an explanation to justify your answer: (Enter your response here)