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From the literature, the usability of model fit indices appears flexible.
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Instead, if used properly and transparently, they can increase the policy-relevance and usability of model-based studies without being policy-prescriptive or "subjective".
The results are very close to other more advanced approaches applied to the plant in the same conditions, therefore showing the usability of model-free approach for wastewater treatment plant control.
This allows new components to be added incrementally without having to re-wire the existing model, which also improves the usability of models.
Recall that our objective here is to discuss how the credibility and validity of assumptions should be viewed in light of their impact on the usability of models for public health decision making.
Effective transparency at all stages is crucial for communication of results, as well as for application building and re-usability of models.
Nevertheless, based on the achieved mathematical model, culture medium composition was developed that confirmed the usability of this model for description of the analyzed process of succinic acid production in relation to the composition of the applied fermentation medium.
Overall, the hybrid model tested shows quite promising results, which indicates the potential usability of the model.
Secondly, the results of the assessment from 6 experts are revealed that the model conforms to learning principles and theories and the experts accept to the usability of the model in a high level at 70.27% overall.
In turn, the qualification of the model depends primarily on the goals of the study that define the qualification criteria and on the usability of the model, rather than on statistics alone.
Platform-independent software increases the usability of a model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com