SNS: Statistically Non-redundant Subgroup Discovery

                       

About SNS

Paper (Knowledge based Systems, 2014)

 

http://www.sciencedirect.com/science/article/pii/S095070511400152X

 

Download SNS Software

You can download SNS software package here. It contains the executable SNS program (Linux platform) and experimental data sets.

 

Save the file to an empty directory and then run the following commands:

(Please remove the extra .tar at the end of the downloaded file if there is one.)

tar -xzvf SubgroupSNS.tar.gz

chmod +x rule

chmod +x test.sh

 

Run experiments

 

The executable file can be run in Linux system.

 

./rule -f sickd

 

Output files: sickd.report (and sickd.csv) and sickd_opt.report (and sickd_opt.csv)

 

Please use parameters in test.sh to repeat the experiments in the paper.

 

Other options

         ./rule -f fileName (without extension)

         -s Local Support (default 0.10)

         -l maximum length of rules (default 4) 

         This program focuses only on the first class in a two-class data set. 

         Please put the focused class first 

         the automatic report is in fileName.report

 

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Last revised: Oct 2013