How can I effectively pre- process data?
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I have an input-output dataset to be used in ANFIS modelling. I need to pre-process the data! I've already removed the outliers outside +/-3 standard deviation of the group mean! I've also employed the Moving Average Smoothing technique. The issue here is that the RMSE is still undesirably large! I need a more effective way to pre-process the data!
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Walter Roberson
on 1 Sep 2013
Perhaps you could give us an example plot or two? I would be interested in original data, then outlier-removed, then smoothed; and, of course, a line showing approximately what your ideal output would be.
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