Video Chapters for CSEP 546, Spring 2012, Lecture 2

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Chapter 1: Decision TreesStream, Get
Chapter 2: What Can a Decision Tree Represent?Stream, Get
Chapter 3: Growing a Decision TreeStream, Get
Chapter 4: Accuracy and Information GainStream, Get
Chapter 5: Learning with Non-Boolean FeaturesStream, Get
Chapter 6: The Parity ProblemStream, Get
Chapter 7: Learning with Many-Valued AttributesStream, Get
Chapter 8: Learning with Missing ValuesStream, Get
Chapter 9: The Overfitting ProblemStream, Get
Chapter 10: Decision Tree PruningStream, Get
Chapter 11: Post-Pruning Trees to RulesStream, Get
Chapter 12: Scaling Up Decision Tree LearningStream, Get