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courses:mapreduce-tutorial:step-15 [2012/01/25 22:20]
straka
courses:mapreduce-tutorial:step-15 [2012/01/26 00:06]
straka
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 ====== MapReduce Tutorial : K-means clustering ====== ====== MapReduce Tutorial : K-means clustering ======
 +
 +Implement the [[http://en.wikipedia.org/wiki/K-means_clustering#Standard_algorithm|K-means clustering algorithm]]. You can use the following data:
 +^ Path ^ Number of points ^ Number of dimensions ^ Number of clusters ^
 +| ''/home/straka/hadoop/example-inputs/points-small'' | 10000 | 50 | 50 |
 +| ''/home/straka/hadoop/example-inputs/points-medium'' | 100000 | 100 | 100 |
 +| ''/home/straka/hadoop/example-inputs/points-large'' | 500000 | 200 | 200 |

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