Sentence examples for to optimize the models from inspiring English sources

It may be possible for experts to build first-stage models of pathways and then apply computational methods to optimize the models using other data sources, or to search for optimal drug targets.

Moreover, an information criterion is used during the first phase to optimize the models in terms of accuracy and complexity.

The generations of populations are evaluated and ranked during the evolution process based on goodness-of-fit functions used to optimize the models and calculated in CV, maximizing the accuracy and minimizing the number of descriptors.

To optimize the models and to get good resolution by the selection of relevant parts of model and to transform the point cloud into a complete 3D polygon model, all the data from Artec Studio (Artec Group Inc, Luxembourg, Lux) was transferred to Leios 2 (EGS srl, Bologna, Italy) software.

It is certainly possible to obtain correct values for these outliers by changing the initial values when performing the nonlinear regression, but the purpose of this research was not to optimize the models, but to test them in order to choose the model that performs best.

In order to optimize the models' predictive performance to serve as a screening test, a 2 × 2 cost matrix was employed, defining the relative cost of false negatives - patients who fall but are not identified by the model - as 20-fold higher than those of false positives.

Particle swarm optimization is used to optimize the model parameters.

In order to optimize the model performance, a recently developed optimization technique based on rate rules (Cai and Pitsch, 2014) is extended in this study.

In particular, when the realized asset returns are less than the estimates used to optimize the model, the realized portfolio return will be less than the optimal portfolio return given by the objective.

The user does not need to optimize the model parameters.

The data selection process was set to optimize the model time resolution.