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| Topic: |
Technology
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| Number of pages / Number of words: |
16 / 4361 |
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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. During a typical 10 or 5 partition cross validation, the final transfer function will have 10% to 20% more information in it than the individual validation partitions...
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During a typical 10 or 5 partition cross validation, the final transfer function will have 10% to 20% more information in it than the individual validation partitions. Some transfer function types have more predictive problems when data is ill-spaced (which it is during cross validation)…another reason that actual error may be over-estimated by cross validation...
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