Folders contain scripts used to generate results presented in "Prequential AUC: Properties of the Area Under the ROC Curve for Data Streams with Concept Drift". For reference, we also attach older scripts that were used in a previous (related) paper presented at the NFMCP 2014 Workshop at ECML.

The scripts require preinstalled:
- Java,
- a bash shell (Windows bash won't work, but Cygwin will),
- [optional] python for data munging scripts in the util folders,
- [optional] Gnuplot for producing the same visualizatins as presented in the paper,
- [optional] R for producing a report with Friedman test results and CD plots.

The Measure Comparison and Sensitivity Tests folders require that the attached *.arff files be placed in the streams-real subfolders prior to running make. The make command builds moa before running the experiments. The Speed Comparison is performed by the runAUCvsKappa.sh file and runs on prebuilt jars attached in that folder. The same jars should be used with the scripts concerning the NFMCP paper.
