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Machine Learning CPSC 315 – Programming Studio Spring 2009 Project 2, Lecture 5
Forms of Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Supervised Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evaluating Supervised Learning Algorithms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Decision Trees ,[object Object],[object Object]
Decision Trees ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Learning Decision Trees ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Algorithm for Decision Tree Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Unsupervised Learning ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reinforcement Learning ,[object Object],[object Object],[object Object],[object Object],[object Object]
Analogy to Animal Training ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reinforcement Learning in Games ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Modifying a Goodness Function ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Modifying a Goodness Function ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Machine Learning

  • 1. Machine Learning CPSC 315 – Programming Studio Spring 2009 Project 2, Lecture 5
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