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In addition, in order to describe the time-decomposition modeling strategy of the MM-RBF network, the output of the gate model, i.e., the model choosing results are obtained from the posterior fitting accuracy.
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The 8-th order polynomial model, however, provided an excellent fit, given the sampling rate of 10 kHz and the mean duration of EPSCs of ∼14 ms. While our method and its software implementation allow the user to change the order of the model, choosing polynomials of higher order may result in overfitting.
These factors must be carefully considered at the outset of the study and the appropriate model chosen for the results and analyses required.
However, the molecular modeling of AFAL structure does not show favorable results when the model chosen was PHA, with the Z-score of −3.7 (Table 1).
The model chosen to represent the bioremediation process provided satisfactory results.
Thus somewhat different results were obtained dependent on the experimental model chosen.
The results show that with no travel time constraint, the model chooses public transport exclusively.
They parameterized their models, chose scenarios and experiments, ran their models, gathered results, and presented their results in a 15-min group presentation.
Best and final models chosen by series of Wald goodness-of-fit tests were reported in the Results section.
This model was chosen because previous results have shown that the one-parameter logistic model is unsuitable for this type of data [ 9].
18 Indeed, parameter values in the model are chosen so that simulation results at C = 20 correspond to experimental results at a cisplatin dose of 20 μM.
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