Difference between revisions of "10-601B AdaBoost"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016 === Slides === * [http://curtis.ml.cmu.edu/w/courses/images/f/f2/Boosting-2016.pptx Slides...")
 
 
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=== Readings ===
 
=== Readings ===
  
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===  What you should know  ===
 
===  What you should know  ===
  
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* The difference between weak and strong learners.
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* The AdaBoost algorithm and intuition for the distribution update step.
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* The bound on training error after T rounds of running AdaBoost.

Latest revision as of 12:51, 16 February 2016

This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016

Slides


What you should know

  • The difference between weak and strong learners.
  • The AdaBoost algorithm and intuition for the distribution update step.
  • The bound on training error after T rounds of running AdaBoost.