Adaboost导论

作者：金良（[email protected]） csdn博客：http://blog.csdn.net/u012176591

参考文献

• 机器学习理论与实战（七）Adaboost
  http://blog.csdn.net/marvin521/article/details/9319459 
  给了一个slides链接：
  http://math.mit.edu/~rothvoss/18.304.3PM/Presentations/1-Eric-Boosting304FinalRpdf.pdf 
• 浅谈 Adaboost 算法
  http://blog.csdn.net/haidao2009/article/details/7514787 
• AdaBoost
  http://blog.csdn.net/willian0621/article/details/8694124 
• AdaBoost--从原理到实现
  http://blog.csdn.net/Dark_Scope/article/details/14103983 
• AdaBoost
  http://www.robots.ox.ac.uk/~az/lectures/cv/adaboost_matas.pdf 
• A Short Introduction to Boosting
  http://cseweb.ucsd.edu/~yfreund/papers/IntroToBoosting.pdf 
• Advanced Data Analytics for Business Leaders Explained
  http://www.kdnuggets.com/2014/09/advanced-data-analytics-business-leaders-explained.html 
  http://www.kdnuggets.com/2014/09/opinions-interviews.html
• Adaboost 算法的原理与推导
  http://blog.csdn.net/v_JULY_v/article/details/40718799#reply 
• 模型组合(Model Combining)之Boosting与Gradient Boosting
  http://www.cnblogs.com/leftnoteasy/archive/2011/01/02/machine-learning-boosting-and-gradient-boosting.html 
• Letter Recognition Data Set 
  http://archive.ics.uci.edu/ml/datasets/Letter+Recognition