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It was found that the two material models exhibited similar ultimate shear behaviors.
For the Weibull-generated data, Gamma and Weibull regression models exhibited similar and minimum values of MSE.
Both Ts65Dn and Tc1 models exhibited similar changes from diploid cells, confirming the robustness of the measurements, with some differences between the models.
We then chose parameters in which our models exhibited similar initial and final f-I curves to those of the experimental pyramidal cells.
Further, while the expected gains and losses obtained with the L, FL2, and FL3 models exhibited similar trends, the FO2 model yielded a very different pattern of expected events.
Whereas the 3 models exhibited similar performance on the specificity test, performance on sensitivity diverged: the DxRx-PM and the Rx-PM using Spanish weights showed the best performance (53.2% and 52.3% respectively).
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In order to verify whether other biochemical models exhibit similar properties regarding correspondence between parameters similarity and network topology we have performed analysis of a MAPK signalling model [ 32].
For Kn in the slip flow regime, the TPM, IP and NS models exhibit similar flow features.
For θ = θ q = θ r = 0.7, which corresponds to larger averaging time of rate and queue size, both channel models exhibit similar performance.
The training results improved with regard to higher model complexity; however, there was clear consistency in network performance, with most models exhibiting similar correlation coefficients in the training and test sets.
Regarding the diagnosis of moderate to severe patients, as shown in Table 4, the multiple-variable SVM models and traditional single-variable models exhibit similar diagnostic performance.
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