University of Kentucky
College of Engineering
Computer Science Department
The HiPSCCS Lab

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Note:

The pure java code for this project is available. So, you can download it from here.
After you get the source code, you can run it with your own dataset.
If you encounter any problems, please read the help file or contact us.

 

 

There are 5 sample files to be used as training set and testing set. Suppose you want to view results, just click on the above button. "Original" refers to the original dataset, "SVD" refers to the tranformed file through SVD processing, "Sparsified SVD" refers to the transformed file through sparsified SVD, "Uniformlly" refers to the transformed file after adding uniformally distributed noise, and "Normally" refers to the transformed file after adding normally distributed noise. We just gave the final results. If you are interested in the accuracy comparison as well, please contact us.

 

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