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Title: Valid Transfer Function Generation

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Subject: Technology
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Date: November 25, 2001
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Length: 15 / 4361
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This is listed in the Transfer Function worksheets under the sheet tab X-Validation Diagnostics, cell C6: row = Cross Validation Global Metrics and column = R Squared. The value above this (cell C5) is Base Regression R Squared (this is the R**2 of fit)...

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Cross validation seems to over-estimate the true error of the transfer function since the gaps due to the cross validation point removal are larger than typical gaps between points. In the "real" transfer function which is made from all DOE points, those gaps are filled, and there are more overall points going into the transfer function (more information is fed in to the transfer function)…generally reducing errors with respect to the leave-out-points case...

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