20 February 2006

Reading For CPSC 445b/545b

Reading For CPSC 445b/545b

Covered by Thursday, Feb 2, 2006

Witten and Frank (or the equivalent):

Chap 1,2 3 (introduction, data precessing): pp 1-82
Chap 4, Sections 4.1 and 4.3 (classification): pp 83-88, 97-105
Chap 5, Sections 5.1, 5.2, 5.3, and 5.4 (evaluation): pp 143-152
Chap 6, Sections 6.1 and 6.2 (implementations): pp 189-213
Chap 9 (introduction to Weka): pp 345-361
Chap 10 (introduction to Weka Explorer): pp 369-414

URLs for some Two Crows Datamining Materials:

http://www.twocrows.com/about-dm.htm
http://www.twocrows.com/intro-dm.pdf
http://www.twocrows.com/applics.htm

URL for Thearling overview of datamining and glossary:
http://www.thearling.com/text/dmwhite/dmwhite.htm
http://www.thearling.com/glossary.htm

URL for Article on Gene Mining:
http://www.eweek.com/article2/0,1895,1911284,00.asp

An URL for Friedman’s Paper on “The Connection Between Statistics and Datamining”
http://www.cba.ua.edu/~mhardin/dm-stat.pdf


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