Back to the main pageIntroductionAbout the NSTB Research ProjectResearch related publicationsProduct OverviewDMII Development TeamE-mail us at dm2@comp.nus.edu.sg

 

CBA is our main data mining tool. It has been downloaded by more than 3100 people around the world. It is available based on the follows:

Academic Demo Version (Non-Commercial use): FREE (download from below)

Academic Full Version (Non-Commercial use): FREE (upon request)

For commercial use : US$2000.00

It has been almost 8 months since we released the CBA v1.0 (Feb 1999). Over 400 users have downloaded this system. We have received many feedbacks from users. Based on these feedbacks and some real life applications, we have enhanced our mining engine to work better. We have finished testing our second version of CBA (CBA V2.0). In summery, here are the major improvements compared to the first version:

1) Mining with multiple minimum supports (SIGKDD'99)
2) Faster mining speed
3) A HTML viewer to help user in understanding rules
4) Better classification accuracy: After testing with 26 datasets used in our KDD-98 paper from UCI repository for Machine Learning, we achieved 15.2% of average error rate over these datasets. For these data sets, C4.5 (release 8) obtains the error rate of 16.7%, while for CBA v1.0, it is 15.8%). Click here to see the detailed results. You can also download these datasets from the CBA download section below.


 

IAS is another part of DM-II suite, which analyze the subjective interestingness of generated association rules.

Academic Demo Verion (Non-Commercial use): FREE (download from below)

If you are interested in incorporating CBA or IAS into your own product, please contact us.



Hardware Requirements:

CBA Demo Version:
CPU : Pentium 100 (Minimum)
Harddisk space : 4-5 Mb
RAM : 32 Mb (Minimium)
Screen resolution : 800 X 600 (Minimum)
                                1024 X 768 (Recommended)
Color depth : 256 colors (Minimum)
                        16 bit colors (Recommended)
Platforms supported : Windows 95, 98, NT 4.0
License : Demo
IAS Demo Version:
CPU : Pentium 100 (Minimum)
Harddisk space : 2 Mb
RAM : 32 Mb (Minimium)
Screen resolution : 800 X 600 (Minimum)
                                1024 X 768 (Recommended)
Color depth : 256 colors (Minimum)
                        16 bit colors (Recommended)
Platforms supported : Windows 95, 98, NT 4.0
License : Demo

DESCRIPTION : The CBA Demo version can only handle up to 50,000 tuples. Please contact us for the Full Version.

If you publish material on projects that use CBA, please cite the following paper and the URL. This will also help others to obtain the CBA system and replicate your experiments.

CBA: Classification Based on Associations
Ver 2.1 (Demo)

IAS: Interestingness Analysis System
Ver 1.0 (Demo)
 


Home | Introduction | Projects | Publications | Product Overview | People | Contact Us
Please direct queries and bug reports via E-mail: dm2@comp.nus.edu.sg
School of Computing, National University of Singapore