07. 決策樹分析

【教學活動】

• Rapidminer

• Datacamp 

  • https://www.datacamp.com/community/tutorials/decision-tree-classification-python

  • https://www.datacamp.com/community/tutorials/random-forests-classifier-python

【參考教材】

• 簡禎富、許嘉裕（2017），資料挖礦與大數據分析，第4章，初版五刷，前程文化。

• Raschka, S.,  V. Mirjalili著，劉立民、吳建華 譯  (2018)，Python 機器學習,博碩文化。

• 林軒田教授網站, https://www.youtube.com/user/hsuantien/search?query=random+forest

• http://hsusir.github.io/riskC5.0/

• http://homepage.ntu.edu.tw/~stella/

• http://mropengate.blogspot.tw/2015/06/ai-ch13-2-decision-tree.html

• Breiman, L. (1984), J. Friedman, R. Olshen, and C. Stone. Classification and Regression Trees. Wadsworth, Belmont, CA,.

• Quinlan,J.R. (1993) , C4.5: programs for machine learning. Morgan Kaufmann,.

• Hastie, T.(2009), R. Tibshirani and J. Friedman. Elements of Statistical Learning, Springer.

• https://www.datacamp.com/community/tutorials/decision-tree-classification-python

• https://blog.csdn.net/u013709270/article/details/72553282