Sentence examples for certainty of the model from inspiring English sources

Ranking is derived from the confidence scores provided by the CRF models, a value between 0 and 1 that reflects the certainty of the model generating each annotation.

This procedure would increase our certainty of the best model by testing many other potential explanations of the data.

The certainty of the above polynomial model can be estimated by the coefficient of determination, R 2. The experiment sequence was randomized to avoid systematic errors.

The models were generated from a huge set of well log and core data, which provides relative degree of certainty that the models are efficient and can be utilized on other sets of data whose original backgrounds are analogous.

In order to try and improve the certainty of the estimates we simplified the model and dropped the conditional dependence component and therefore 2 parameters but in spite of convergence of the chains the credible intervals were still extremely large.

In addition, the use of an external validation data set in the present study can provide more certainty about the predictive power of the model and eliminate the possibility of an overestimation of R values.

Biologists can therefore focus their efforts on data that requires their attention, either because the model is unable to process it with a high degree of certainty, or to verify the integrity of the model and provide feedback for model calibration.

A comprehensive statistical analysis of the goodness of fit and certainty of the parameters was performed to discriminate the models.

Since we have little guidance on how such a misfire could happen or in what direction it would affect the poll results, we try to adjust for the chance of misfires by adding completely random noise to the model that reduces the certainty of the estimates.

This sloppiness property implies that most of the model parameters cannot be collectively estimated with certainty, even by fitting large amounts of "ideal" data.

The value of the multivariate outlier discovery strategy utilizing rMd-PAV scores is the use of an objective probabilistic model to assess statistical certainty of the exclusion of runs within an experiment in the context of the complete dataset.