Sentence examples for goodness of a model from inspiring English sources

Thus, one way to evaluate the goodness of a model is to count the number of emotion words that are accounted for (or not accounted for) by the model.

The parameter estimation is generally based on data-fitting techniques that involve an iterative process of adjusting kinetic parameter values to minimize the difference between the model predicted value and the corresponding experimental data [ 14]. (4) Model validation is the process of evaluating the goodness of a calibrated model.

The goodness of a discrimination model is characterised by the percentage of correct classification or the so-called correct classification rate.

Assuming a limited degree of intramolecular heterogeneity of δ37Cl in TCE decreased the magnitudes of SKIEs required at the non-reacting Cl positions, without compromising the goodness of model fit, whereas a good fit of a model involving intramolecular CCl bond competition required an unlikely degree of intramolecular heterogeneity.

A likelihood ratio test did not give evidence against a model of multiplicative penetrance (we compared the goodness of fit of the multiplicative penetrance model to the goodness of fit of a model that specifies an individual risk for each unique haplotype pair).

A lower Hosmer-Lemeshow chi-square value represented a goodness-of-fit model.

To compare a more complex model a to a simpler model b, we employed the information-theoretic evidence ratio (ER = AIC c weight of model a ÷ AIC c weight of model b) to quantify the relative support of a versus b, and used the per cent deviance explained (%DE) to determine structural goodness-of-fit of model a (test for model adequacy).

The Shapiro-Wilk goodness-of-fit model showed a non-parametrical distribution for most variables; therefore, data are reported as median [P25th,P75th].

The AIC provides a trade-off between the goodness of fit of a model and the number of parameters in the model.

A data example is presented to demonstrate the better goodness of fit of a model within this class in comparison with the logit, probit, and complimentary log log models.

AICC scores rank goodness of fit of a model, with lower scores being better.