Sentence examples for fitting capability from inspiring English sources

In this study all developed PSD models, their characteristics, behavior of their parameters, and their fitting capability to the UNSODA database soil samples were investigated.

More importantly, too many nodes in a hidden layer may lead to the so-called "overfitting" problem, that is, the test error will increase and lead to reduced fitting capability.

Noticing also the fact that the estimate of the degrees of freedom r is reasonable with a small SE, we would comment that the joint endeavor of q and r had higher fitting capability than that of a single q.

Correspondingly, the BEST, two and three parameter Weibull, Rosin and Rammler (1 and 2), hyperbolic and offset renormalized log-normal models possessed a high fitting capability over the entire range of PSD.

As Models F, H, J, L and N in Fig. 2 do not have any K d equality constraints, their data fitting capabilities are equal to those of Models A through E in Fig. 3, respectively.

By using the Bayesian model class selection approach and all the pullout resistance data from laboratory tests, an optimal formula is proposed and it possesses rational balance between the data-fitting capability and robustness to measurement noise and modeling error.

Statistical comparison (Table 8) showed that both models have good quality of data fitting and estimating capability, although ANN has some slight edge over RS.

Comparative studies demonstrate that the PFFNNDWCM and PRNNDWCM present fairly accurate fitting and predictive capability than the other existing ANN based models.

Experimental results demonstrate that the proposed ANN based LGCM has better fitting and predictive capability than the other NHPP and ANN based software reliability models.

To prevent over fitting, the predictive capability of the models was checked by samples from the dataset, building a model and then predicting the dose for the omitted samples.

ANN methodology showed a very obvious advantage over RSM for both data fitting and estimation capabilities.