malibu-docs

Questions

1. Do the (ROC) curves intersect, if so do not report AUC.

---what does the AUC mean when they intersect?

2. How much better are we doing than the trival classifier?

3. Range over class distributions or costs?

TODO

References page
Calculate Confidence Intervals (Guijun)
1. http://hunch.net/~jl/projects/prediction_bounds/bound/bound.html
2. http://hunch.net/semibound/semibound_0.1.tar.gz
3. http://hunch.net/~jl/projects/prediction_bounds/pv2/catalog.pdf
Add graphviz calls: GraphUtil (Guijun)
1. http://www.graphviz.org/
2. http://www.graphviz.org/doc/libguide/libguide.pdf
3. link as dynamic library (if library not there remove option)
4. or link static using #ifdef around code not used
5. I will provide a interface class.
GNU Plot calls (Guijun)
1. http://www.gnu.org/software/plotutils/
2. Same as
Latex Output Summary (Guijun)
1. Output latex code and/or xml and use xsl
2. part of webservice
3. latex to html and pdf
4. xsl: http://www.computorcompanion.com/LPMArticle.asp?ID=202
GNU Plot & Dot Webservice (Rob)
1. http://www.oreilly.com/openbook/cgi/ch06_04.html
Blog/Forum (talk to me)
Match CSS with Doxygen (George)
Add Classifiers (Rob)
1. Neural Nets: libnn-utility-2.1
2. IND Trees
3. Cover Tree (KNN)
4. Naive Bayes
Webserver (Rob)
1. Accept arguments
2. Run program
3. Serve HTML or PDF Summary of results
Evaluation that combines output (Rob and/or Guijun)
1. Tests on mutliple datasets
2. Compare multiple learning algorithms on one dataset
Auto generated html config files (Rob and/or George)
C CGI parameters (Rob)
Evaluation HTML output parameters & output (Matt and/or Adam)
Website
1. add script to download sample datasets
2. add sample configuration files
3. documentation on install script