Sentence examples for models they require from inspiring English sources

As conceptual models, they require rethinking, as does the model some of the art follows.

However, before use, like all models they require calibration and validation.

Despite the utility of such models, they require that material researchers input system design specifications that cannot be estimated easily.

Although these dynamics are modeled well by existing models, they require detailed global knowledge of magnetospheric configuration which is not always readily available.

Regarding topic models, they require the number of latent topics (i.e.,K) to be estimated, as this hyper parameter defines the capacity of the model.

Recursive partitioning approaches, including C&RT, are attractive because unlike traditional regression models they require no distributional assumptions and can easily handle large numbers of predictors.

From the results, we can conclude that the two-hidden-layer NN power models are the most accurate models, but they require more training time.

These data are different from traditional population-level observations, which were amenable to analysis using traditional population-level models, and they require new methods and models.

Cubic spline models are more flexible and thus may fit the data better than our fractional polynomial models, but they require arbitrary decisions on the number and locations of age 'knots', carry the potential for undesirable multiple infancy peaks and adiposity rebound points, and have limited generablizability of their fitted models due to heavy data-dependence [ 38, 39].

This limitation is critical in spatially explicit SCM models since they require a large number of discrete variables to represent the geographical configuration of the network, which leads to complex MILPs.

These are called fixed-effect models, and they require that all codon sites are assigned to one of several partitions which are permitted to have independent parameters for selection pressure, evolutionary rate, transition to transversion ratio or codon frequencies.