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Algorithm independant machine learning Ganesh, Owen, Zach
Algorithm independant machine learning
Ganesh, Owen, Zach
Arcing, Bagging, and Boosting
Why Perform Bagging?
Boosting
Boosting II
Boosting III
Boosting IV - Choosing n
AdaBoost I
AdaBoost II - Algorithm
AdaBoost III - Classification/Error Rate
AdaBoost IV - Error Rate
AdaBoost V - Observations
Queries and the Oracle
Queries and the Oracle Example
Customer Churn
Customer Churn Error Rates
References
Duda, Richard, Hart, Peter, and Stork, David. Pattern Classification. New York: John Wily & Sons, 2001.Shao Jinbo, Li Xiu, Liu Wenhuang. The Application of AdaBoost in Customer Churn Prediction. In Service Systems and Service Management, 2007 International Conference on, pages 1-6, June 2007.
