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The multiple comprehensive ecological model of the urban thermo-effect is reliable because the residual error of the created model is smaller than 0.5 K.
We think that it would be not the same with the proposed NMF-based algorithm, firstly because the full additivity is not a hard but a soft constraint, and second because the residual error RQE is able to represent measurement noise or model noise, and then the algorithm is quite robust for real data, which can contain nonlinear mixed terms.
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For instance, it is possible that a fit is good in terms of the residual error, but that the estimated fluxes are incorrect because of numerical compensations between terms within the model [ 10].
This was done due to the fact that final refraction was unknown because subjects did not undergo surgery and to avoid the bias due to the residual error calculation, that is modulated by the selected method for its calculation.
be denoted as the residual error.
ε ik is the residual error.
is the residual error of the superimposed pilots.
The residual error is computed at this new (P_{1}) .
Error compensation may reduce the residual error of the probing point to the nanometer level.
For the proposed method, the error assessment relying on the residual error function is presented [24].
εtrip is the residual error term with variance σ2, assumed to be uncorrelated with mean zero.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com