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A nonlinear fitting technique is applied to estimate the model's best parameter values.
We did many experiments to choose the best parameter values as follows.
This suggests that expert opinion may not result in the best parameter values for the InVEST model.
The optimization process was conducted to find the best parameter values for minimizing the entrance diameter of the drilling holes.
The best parameter values of [HOM, TTT] for DIHAT algorithm are the ones maximizing the total system goodput and minimizing handover frequency and packet delay.
If s c ′ ≥ 5 and s γ ′ ≥ 5, then terminate the procedure; the best parameter values are those calculated at Stage 6 of the last iteration.
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In this section, we discuss the influence of parameter settings on the performance of the proposed method and get the best parameter value.
Within each cross-validation iteration, the best parameter value is determined based on an inner cross-validation procedure and the error rate is then computed for this parameter value.
This model can be used to minimize a cost function to determine the best MAC parameter values for each node in order to enhance the performance of the network.
Actually, with a value of 0.690, the sensitivity from the best 1000 parameter values is only slightly larger than for the apparently broader distribution from A9_cytc.
However, the return of high confidence limits does not necessarily invalidate the best fit parameter values [ 34].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com