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This similarity of the pattern of errors and its standard deviation reflect either the greater precision of responses in the 'saccade' condition or simply the natural relation of the smaller deviation with the smaller values of error.
A well-trained model should result in R2 value close to 1 and small values of error terms [15].
Also, this network produced the smaller value of mean squared error of all the networks that were trained.
Third, the acceptable area for the metric PSNR-HVS-M is slightly shifted with respect to the acceptable area for the metric PSNR toward smaller values of both errors.
The simplest way is to monitor the MC error since small values of this error will indicate that we have calculated the quantity of interest with precision.
The aim of this work was to create a system that could predict the surface roughness quite accurately; it is quantified as a small value of Mean Squared Error of training and test data, respectively.
However, it has been found [ 38] that smaller values of ν reduce the test error, and require correspondingly larger values of T, which results in a higher computational overhead.
As Fig. 4(A) shows, there is an error rate for which the greatest eigen value becomes very close to the second greatest eigen value for a sufficiently small value of κ and this error rate is identified as the error-threshold.
A small value of the relative model error for flux means consistency with experimental data.
Equation 37 also shows that small values of NLOS errors will lead to large A ij.
In addition, considering the relatively small value of the proportional part of the residual error (18.4%) and the fixed value of the additive part of this error (2.26 mg l−1), the selected model presents a reasonably high predictability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com