Sentence examples for equal models from inspiring English sources

For the traditional regression-based QSAR models, they are generally trained to minimize the squared error-based loss function for a given group of molecules, while equal models in terms of their mean squared error could give rise to completely different ranking results [9].

We assessed whether the observed differences between β and δ estimates were statistically significant comparing the likelihoods of the BadiRate BD-GR-ML (in which β and δ are allowed to have different values) and BadiRate L-GR-ML (in which β and δ are assumed to be equal) models using the LRT and AIC.

This caries index allowed a wider variation in the dependent caries variable than the traditional DMFs index (Fig. 1B) and, consequently, generated reasonable PLS models with 30 subjects (Table 1) compared to the triplicate of the subjects (n = 90) required to generate equal models based on the DMFS index.

As the objective of a content aggregator is to filter the news and separate the signal from the noise, the "treating all publisher feeds as equal" model simply did not work.

As a consequence, Maxmin, Bayesian or Equal Model Weights optimization criteria must be adopted to select the best experimental conditions in the Pareto set for discrimination of rival models within the scope of a sequential design procedure.

Compared to model 1, model 2 showed equal model fits, but better reliability.

Furthermore, after adjustments for socio-demographic variables, the strengths of the associations were approximately equal (model 1).

For the case of the nested models, SIM and FF, when the data were generated by the SIM model, models SIM and FF have about equal model evidence.

The first four reductions made by the likelihood-based reduction approach yield a context-dependent model with equal model fit to that of the independent GTR model.

> -wrap-foot> MZ = monozygotic; DZ = dizygotic aAfter constraining these correlations to be equal Model fitting results for blood-injury, social, and agoraphobic fear are shown in Table  3.

The equal model assumes that all branches in the phylogeny have the same lengths, and phenotypic change is therefore independent of time since divergence.