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Lecture Notes

(Last updated 05/21/2003)

• Lecture 0 (Monday, May 19, 2003): A Brief Survey of Data Mining and Knowledge Discovery in Databases (KDD)
• Lecture 1 (Tuesday, May 20, 2003): Concept Learning and the Version Space Algorithm
• Lecture 2a (Wednesday, May 21, 2003): Decision Trees
• Lecture 2b (Wednesday, May 21, 2003): Decision Trees, Occam's Razor, and Overfitting
• Lecture 3 (Wednesday, May 22, 2003): Wrapper and Bagging
• Lecture 4 (Wednesday, May 23, 2003): Boosting

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Page created: 11/13/1999 Last updated: 05/21/2003 William H. Hsu