s 3 - 5 are based on the following information. Consider the following pairs of results from a survey of eight randomly chosen consumers (A - H). The first number in each pair is the amount in units of $10 the relevant consumer reported spending on eating out last week. The second number in the pair is the amount the same consumer reported spending on other entertainment (e g , movie, concert), also in units of $10 A (1, 6), B (8, 9). C (7, 6). D (7, 7), E (1, 2), F (4, 3), G (8, 6). H (9, 7) Your manager asked you to perform a cluster analysis on the data using the method of k-means. You already identified k = 3 as the most efficient number of clusters After the first random assignment of clusters and relocation of centroids, you have the following coordinates for three centroids. Centroid 1: (8.50, 8.00) Centroid 2 (1.00, 6.00) Centroid 3: (5.40, 4.80) Question 3. Using the Euclidean distance measure to assign consumers to clusters, which are in the cluster defined by centroid 1? O B, C, G. H O B. D. G. H O B. C, F. G O C, F. G.H