[Eeglablist] Statistical performance comparison for BCI Competition III P300 dataset

sourav kundu souravkundu90 at gmail.com
Wed Nov 13 09:25:50 PST 2019


I am using BCI Competition III data set for P300 based character
recognition. It contains 2 subjects data and each has 100 test characters.
Each charcter data is collected for 15 epochs. In my method, I achive  an
average accuracy after each epoch and compared the result with other
methods. *How I compared the statistical comparison between my method and
other method?*

*Proposed method result:* 31.5 48.5 65.0 69.5 75.5 83.0 81.0 85.0 90.0 91.5
93.0 95.5 96.5 97.5 98.5

*Other method result:* 29.5 45.0 62.5 65.5 72.0 78.0 80.0 83.5 87.0 90.5
90.5 93.5 94.0 96.0 99.0

The character recognition performance are shown after each epoch.

Thanks in advance for your support.
*Sourav Kundu.Ph.D.  scholarNational Institute of Technology, RourkelaIndia*



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