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Imbalanced Data Sampling Using Sample Subset Optimization
Update Nov. 11, 2013
New updates for imbalanced sampling program provides a GUI interface. The new program called "SSOgui.jar" is available from the download tab. Just double click it to run if you have Java installed in your computer. The dataset "exampleData.txt" could be used to test the program. When using your own dataset, please follow the way each column and row is defined as in the "exampleData.txt". For the example dataset, the instances from 31 to 35 are noise introduced to the majority class but generated by minority class distribution. Therefore, the goal is to give them a fairly low rank when sampling is applied to select from the