Sentence examples for many free parameters from inspiring English sources

However, the proposed model did not work well because the HErD has many free parameters to be estimated.

That is, over-fitting due to the use of too many free parameters (or few data samples) will be penalized by the BIC function which includes both p and N.

The trench is slightly deeper than in most subduction zones, but this hyperbolic seafloor shape is a simple way to parameterize the geometry while avoiding too many free parameters.

Advanced numerical models used to predict coastal change at a variety of time and spatial scales often contain many free parameters that require calibration to the available field data.

It may be that we cannot provide an adequate characterization of this notion and its role in explanation in purely formal, completely content-independent terms e.g. in such terms as deriving many conclusions from a few basic assumptions or replacing theories with many free parameters with theories that have only a few such parameters.

These models typically involve many free parameters whose determination is a substantial obstacle to model development.

Second, the cross transform performs similarly to the 256-class CMLLR model adaptation (MA), despite that many more free parameters are being used in CMLLR than in cross transform.

These analyses can also be done using PAML (23), and PAML is necessary for analyzing non-reversible models, but the "unrestricted" model in PAML has many more free parameters than the GTR model, and perhaps because of this over-parameterization it gave ambiguous results.

This approach is interesting as it allows a better representation of neurobiological reality, but at the same time is challenging as it requires to deal with many more free parameters including the fact that the neurons known to date may represent only a fraction of possibly relevant elements.

The population-genetic summary statistics used by the method contain little information about many of the free parameters in the model.

Additionally, previous work on GEMSTAT (He et al. 2010) and PEBCRES (Duque et al. 2014) have produced careful estimates for many of the free parameters used in this work by modeling expression patterns that excluded the terminal ends.