Sentence examples for model selection experiment from inspiring English sources

In our model selection experiment, the true model received considerable support by the data in a comparison of delta AIC values, but was not selected as the AIC best model when ranked against all other candidate models.

Indeed, the results from the model selection experiments clearly indicate that the model without array effect is the preferred model for both datasets.

Nonetheless, we did not previously include the VLPFC, and this, along with a larger model space selection, may have led to different model selection across experiments (72 74).

The upper bound for the mutational heritability was provided by a model in which all the observed variation is brought by mutations that occurred during our selection experiment (Model 1), i.e. = 0. Resulting estimates, ranging from 0.003 to 0.033 (Table 2) are much higher than what is generally found in the literature (see section Introduction).

We present a method to use samples from simulated predictive distributions for selecting experiments useful for model selection.

The only difference in model selection in the topcross experiments was the testing of random set, group within set, and block within group effects in addition to other fixed and random effects tested in the inbred models.

Ear rot data from the 2011/2012 topcross experiments were analyzed using the same model selection protocol as the inbred experiments.

For each model variant, we designed a selection experiment to identify the best configuration of parameters as the one that achieves the minimum expected predictive error.

The second simulation represents the selection experiment.

In classical statistics, ensemble non-centrality constitutes the reference technique to design experiments for model selection (Atkinson and Fedorov, 1975; Ponce De Leon and Atkinson, 1991; Skanda and Lebiedz, 2012).

To measure the discriminative power of a particular model selection criterion, we run a ProBMoT experiment where the given criterion is used to rank the models.