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Are the models overly conservative?
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A key goal in developing the model has been to capture the most important features of mosquito population dynamics, relevant human behaviour, dengue transmission and control without making the model overly and unnecessarily complex.
Some academics say that Hare's reading of the models is overly optimistic and relies too heavily on technological solutions that do not yet exist.
While toy models are overly simplistic, they also provide sufficient dynamics for capturing the fundamental mechanism(s) of evolution.
We consider trust models as overly sensitive intrusion detection systems (IDS) for penalizing sensors without taking into account the root cause of the abnormal sensor reports.
This is especially relevant in the context of high speed imaging and multi-spectral imaging where traditional sensing models produce overly complicated and costly designs.
Hence, based on the outcome of our simulations, we consider trust models as overly sensitive intrusion detection systems (IDS) for penalizing sensors without taking into account the root cause of abnormal sensor reports.
Similarly, Coffey et al. ([2010]) reported that initial concentration of E. coli and the bacterial partition coefficient parameters of the SWAT model were overly sensitive in affecting the model's output.
Thirty eight of the respondents reported that they clearly understood the model however, four specialists described the model as overly complex and 2 patient representatives reported some confusion understanding it.
A good balance between both is desired: too much focus on margin maximization leads to an overly simplistic model, too much focus on misclassification minimization leads to an overfitted model.
Any adviser whose business model is overly dependent on a single product supplier – for example, because of commission payments – cannot give advice in the best interests of their clients".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com