[Dept. of Computer Science]

Data Mining 09/10

 
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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.
 
 

Last updated: Mon Aug 30 17:19:35 CEST 2010 - ad@cs.uu.nl