Monday, September 11, 2017

Python Spark ML():Decision Tree Algorithm - ID3

Python Spark ML():Decision Tree Algorithm - ID3

2017/09/11




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References

[1] Quinlan, J. Ross. "Induction of decision trees." Machine learning 1.1 (1986): 81-106.

[2] Iterative Dichotomiser 3 (ID3) algorithm – Decision Trees – Machine Learning
https://mariuszprzydatek.com/2014/11/11/iterative-dichotomiser-3-id3-algorithm-decision-trees-machine-learning/

[3] AI - Ch14 機器學習(2), 決策樹 Decision Tree _ Mr. Opengate
http://mropengate.blogspot.tw/2015/06/ai-ch13-2-decision-tree.html

[4] ID3(Iterative Dichotomiser 3)算法原理详解 - Abraham Ben - CSDN博客
http://blog.csdn.net/u012897374/article/details/74505024?fref=gc&dti=197223143437

[5] GitHub - Valdecy_Iterative-Dichotomiser-3  ID3 Algorithm - A Decision Tree for Categorical Data with Pruning Methods
https://github.com/Valdecy/Iterative-Dichotomiser-3 

[6] Decision Trees - RDD-based API - Spark 2.2.0 Documentation
https://spark.apache.org/docs/latest/mllib-decision-tree.html

[7] spark_mllib_src_main_scala_org_apache_spark_mllib_tree at master · apache_spark · GitHub
https://github.com/apache/spark/tree/master/mllib/src/main/scala/org/apache/spark/mllib/tree

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