Telecommunications Science ›› 2016, Vol. 32 ›› Issue (8): 124-127.doi: 10.11959/j.issn.1000-0801.2016214

• research and development • Previous Articles     Next Articles

An improved CLTree algorithm

Zhuohang LI   

  1. College of Information Science & Electronic Engineering,Zhejiang University,Hangzhou 310058,China
  • Online:2016-08-20 Published:2017-04-26

Abstract:

An improved algorithm called CLTree-R was proposed.It could compensate the shortcoming of CLTree algorithm such as low accurate and inefficiency.Then CLTree-R was applied in clustering analysis for UCI data sets.In order to improve the efficiency,data set was parallel processed on Spark platform.Experimental results show that this algorithm can get reasonable customer classification when making cluster analysis on official data set.

Key words: clustering, Spark, data mining, parallelization

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