Which players have similar performance on the same season

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Reference no: EM133565618

Case Study: For this clustering exercise you are going to use the data on women professional golfers' performance on the LPGA 2008 tour. The dataset has the following attributes:

golfer: name of the player, average drive distance, fairway percent, greens in regulation: in percentage, average putts per round, sand attempts per round, sand saves in percent, total winnings per round, log: calculated as (total win/round), total rounds, and Id: unique ID representing each player.

Question: Use K-Means on this dataset to find out which players have similar performance on the same season. Make sure the random_state parameter in K-Means model is equal to 4.

How many players are in each group?

 

Reference no: EM133565618

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