Valid Transfer Function Generation
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Title: Valid Transfer Function Generation

Essay Details:

Subject: Technology
Author: Keith J
Date: July 28, 2014
Level: University
Grade: A
Length: 15 / 4361

Essay text:

Such a transfer function may yield very poor predictions of data points that are between (amidst) your data, or even slightly outside the range of your data. A good transfer function is usually considered to be one that predicts unknown data well. In this document, I use the words "transfer function" and "model" interchangeably. Here when I refer to a "model" I am not referring to the CAE model but to the transfer function of the entire design space. Factors to consider There are several (competing) factors to consider when choosing which transfer function is the best (i.e., best predictive of unknown points): Accuracy of fitting to given points In Encore, this is measured by R**2 (often written as R-Squared or R) and GCV (the Generalized Cross Validation metric)...

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