Sentence examples for usage of these models from inspiring English sources

Uncertainty is naturally incorporated in such models, while the user is not required to bother with the formalisms, but can simply use an interactive tool, that alleviates the usage of these models.

A key issue in context modeling for the input symbol sequence is to balance the usage of the model order and the model cost.

This paper proposes a new history experience replay design to avoid the usage of the model network or identifier of the system/environment.

Besides the training and testing procedures, an independent dataset from a different time period (2007 2010) was used to test the robustness and practical usage of the model.

Indeed, the usage of this model led to even better supported placement of the diatom nuclear psb28 genes compared to CAT model (see Figure 3 for details).

Both Model Surgery and DMS alter the structure of the profile HMM during training by analysing the usage of the model's states.

Nonetheless, future sequence data for introns or other noncoding DNA from all three species under study will help further elucidate the precise role of selection relative to mutation in shaping codon usage in these models of the Pancrustacea.

Focusing on machine learning methods, usage of DNN based models increases model prediction quality over existing methods such as RF, SVM, LR, and NB models.

One of the distinctive aspects of these two contributions is the usage of different models for system identification between the parameters and the corresponding quality index.

The main benefits of these approaches are the potential reduction of the usage of animal models and their low cost in comparison to in vitro and in vivo methods.

In this chapter, we present the iObserve approach to address these differences and allow for phase-spanning usage of architectural models.