Sentence examples for how well models from inspiring English sources

In these studies model performance was assessed using measures of model fit, i.e., measuring how well models fitted the training data or test data on the same landscape as the training data.

We have analysed how well models in which only functional polymorphisms were included accounted for the expression data.

By examining how well model A fits data generated by model B, and vice versa (a technique that we call landscaping), much safer inferences can be made about the meaning of a model's fit to data.

However, no matter how well modeled or how appropriately monitored, environmental levels do not necessarily equate to exposure (Briggs 2003), and ecological data will not represent individual exposure.

However, the mismatch between model prediction and concentration data depends not only on the accuracy of the parameter values, but also on how well model equations approximate the metabolic reactions.

The choice of number of populations is a trade-off between model expressiveness (how well the model captures the variation in the data) and model complexity (how many parameters the model needs to capture the variation).

Using the 5000 highest-likelihood trees from the Bayesian analyses, BayesTraits calculated likelihood scores for both of these models, showing how well the model fit the data.

Regression diagnostics and indices of model fit were applied to evaluate how well the models fitted to the data.

Hence, the use of alternative infection models is accompanied by an ongoing debate about how well these models reflect disease in mammals and, ultimately, humans.

The discriminate ability of a model measures how well the model discriminates between patients with and without the outcome.

The goodness of fit or calibration of a model measures how well the model describes the response variable.