The perfect icon for treatment learning: the bumblebee bat http://www.cs.pdx.edu/~timm/dm/bumblebee.html
Week 5 questions available http://www.cs.pdx.edu/~timm/dm/review.html#week5
A naive bayes classifier http://www.cs.pdx.edu/~timm/dm/nbc.html
Detailed log of some real world data mining http://www.cs.pdx.edu/~timm/dm/inspectlog.html
zapblanks: remove empty columns and rows http://www.cs.pdx.edu/~timm/dm/zapblanks.html
Week 4 review questions: http://www.cs.pdx.edu/~timm/dm/review.html#week4
Dos2Unix file conversion: http://www.cs.pdx.edu/~timm/dm/dos2unix.html
Treatment learning: http://www.cs.pdx.edu/~timm/dm/rx.html
Find stable treatments in the outpt of a cross-val study: http://www.cs.pdx.edu/~timm/dm/stable.html
Extracting ranges from a file: http://www.cs.pdx.edu/~timm/dm/ranges.html
Discretization example: http://www.cs.pdx.edu/~timm/dm/nbins.html
Project details weeks 5,6,7 available from http://www.cs.pdx.edu/~timm/dm/project.html
Generate train and test sets http://www.cs.pdx.edu/~timm/dm/traintest.html
randomarff:: generate randomly sorted arff file http://www.cs.pdx.edu/~timm/dm/randomarff.html
Review questions from week 3: http://www.cs.pdx.edu/~timm/dm/review.html#week3
One-line WEKA calls http://www.cs.pdx.edu/~timm/dm/wekatools.html
Scientific Graphics in Pod (using Gnuplot) http://www.cs.pdx.edu/~timm/dm/gnuplot.html
cocomo: software cost estimation http://www.cs.pdx.edu/~timm/dm/cocomo
cocomo expert: software risk estimation http://www.cs.pdx.edu/~timm/dm/cocomoexpert.html
stuff: batch up all the site maintenance stuff http://www.cs.pdx.edu/~timm/dm/stuff
Why all the scripting? http://www.cs.pdx.edu/~timm/dm/gawk4dm.html
GAWK and teaching http://www.cs.pdx.edu/~timm/dm/gawk4teaching.html
GAWK and AI: http://www.cs.pdx.edu/~timm/dm/gawk4ai.html
Simple assumption management http://www.cs.pdx.edu/~timm/dm/assume.html.
Importing tables into AWK http://www.cs.pdx.edu/~timm/dm/readTableEg.html.
Site map added http://www.cs.pdx.edu/~timm/dm/sitemap.html.
Auto-build a site map: http://www.cs.pdx.edu/~timm/dm/makemap.html.
Representing the site map of this site: http://www.cs.pdx.edu/~timm/dm/sitemap.sh.
Building zip files for the files referenced by our pod files: http://www.cs.pdx.edu/~timm/dm/zips.html.
Extracting referenced files from pod files: http://www.cs.pdx.edu/~timm/dm/files.html.
A library of useful gawk functions: http://www.cs.pdx.edu/~timm/dm/lib.html
Search engine added to all pages (note: indexes only update every week).
Advanced search page added: http://www.cs.pdx.edu/~timm/dm/search.html
Tutorial on different kinds of learners: http://www.cs.pdx.edu/~timm/dm/kinds.html
AWK compared to other languages (measured in terms of lines of code/ function point): see http://www.cs.pdx.edu/~timm/dm/gawk101.html; and http://www.cs.pdx.edu/~timm/dm/functionpoints.html;
Reports/print-outs are due Thursday THIS WEEK and Wednesday all weeks after this.
Changes to http://www.cs.pdx.edu/~timm/dm/index.html#assessment:
Simple histograms: http://www.cs.pdx.edu/~timm/dm/bars.html
Percentile chops: http://www.cs.pdx.edu/~timm/dm/percentile.html
Template for bash applications: http://www.cs.pdx.edu/~timm/dm/template.html
Notes on advanced Pod-ding http://www.cs.pdx.edu/~timm/dm/site.html
Project specification released: http://www.cs.pdx.edu/~timm/dm/project.html ;
Lectures notes available: http://www.cs.pdx.edu/~timm/dm/index.html#assessment ;
Notes on use the WEKA from the command line: http://www.cs.pdx.edu/~timm/dm/commandlineweka.html .
Tim Menzies ,
tim@menzies.us,
http://menzies.us
This page generated by Site:
see http://www.cs.pdx.edu/~timm/dm/site.html
This site is built using PerlPod.Style sheet switching method taken from Eddie Traversa's excellent and simple-to-apply tutorial: http://dhtmlnirvana.com/content/styleswitch/styleswitch1.html.
Search engine powered by ATOMZ http://www.atomz.com/search/. Note, the indexes to this site are only updated weekly (heh, its a free service- what more ja want?).
Icons on this site come from http://www.sql-news.de/rubriken/olap.asp and http://www.ifnet.it/webif/centrodi/eng/toolbar.htm.
The JAVA machine learners used at this site come from the extensive data mining libraries found in the University of Waikato's Environment for Knowledge Analysis (the WEKA) http://www.cs.waikato.ac.nz/ml/weka/
Copyright (C) Tim Menzies 2004
This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 2; see http://www.gnu.org/copyleft/gpl.html. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
The content from or through this web page are provided 'as is' and the author makes no warranties or representations regarding the accuracy or completeness of the information. Your use of this web page and information is at your own risk. You assume full responsibility and risk of loss resulting from the use of this web page or information. If your use of materials from this page results in the need for servicing, repair or correction of equipment, you assume any costs thereof. Follow all external links at your own risk and liability.