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Literature
We will use the book Introduction to Data Mining, by
Pang-Ning Tan, Michael Steinbach, and Vipin Kumar; Pearson/Addison-Wesley 2006.
The required literature consists of the lecture slides and the following parts of the book:
- Chapter 1
- Chapter 4: Sections 1-5
- Chapter 5: Sections 1,2,3 until 3.4 (Bayes Error Rate),6,7 until 7.3 (cost-sensitive learning).
- Chapter 6: Sections 1-6, 7 until 7.2 (Measures beyond pairs of binary variables).
- Chapter 7: Section 4.
- Chapter 8: Completely.
- Appendix D.
Until x means: not including x.
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