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niektemme/smarttherm_part_cluster_kmeans_train.scala Secret

Created July 31, 2015 10:05
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Smart Thermostat AWS Spark - part Spark cluster kmeans
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smarttherm_part_cluster_kmeans_train.scala
val RDDscore = valRowsOnOff.map(result => result._2).map(result => Vectors.dense(result._1,result._2))
RDDscore.cache()
//use mllib k-means clustering to create clusters (temperature groups)
val numClusters = 10
val numIterations = 200
val clusters = KMeans.train(RDDscore, numClusters, numIterations)
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