Understanding Machine Learning: From Theory to Algorithms [pdf]

the fundamentals and algorithms of machine learning accessible to stu- .... Part I Foundations .... Boosting. 130. 10.1 Weak Learnability. 131. 10.1.1 Efficient Implementation of ERM ..... When a new e-mail arrives, the machine will search for it in the set ...... In 1995, Robert Schapire and Yoav Freund proposed the AdaBoost.


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