10 points The following output shows a centroid table produced by running k-means clustering in R on a dataset of analyticsball players with k-4. Ench data point is one player, and the variables measure various aspects of that player's performance last season. (Analyticsball is a very complicated sport, so we will focus only on these four variables) Targets Conversions Recoveries Steals 446 194 12 4 207 153 13 4 51 32 88 15 50 31 25 53 The sizes of the four clusters are approximately equal Every player is designated as either an offensive player or a defensive player, the rules of analyticsball dictate where offensive and defensive players are allowed to be. Offensive players get lots of targets and conversions, and defensive players get lots of recoveries and steals. a) Describe cich of the four types of players revealed by this set of clusters. (Do not simply restate the numbers in the table; to receive credit, it must be clear that you are able to interpret the four clusters in the setting of this question.) 10 points The following output shows a centroid table produced by running k-means clustering in R on a dataset of analyticsball players with k-4. Ench data point is one player, and the variables measure various aspects of that player's performance last season. (Analyticsball is a very complicated sport, so we will focus only on these four variables) Targets Conversions Recoveries Steals 446 194 12 4 207 153 13 4 51 32 88 15 50 31 25 53 The sizes of the four clusters are approximately equal Every player is designated as either an offensive player or a defensive player, the rules of analyticsball dictate where offensive and defensive players are allowed to be. Offensive players get lots of targets and conversions, and defensive players get lots of recoveries and steals. a) Describe cich of the four types of players revealed by this set of clusters. (Do not simply restate the numbers in the table; to receive credit, it must be clear that you are able to interpret the four clusters in the setting of this question.)