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The study used surveys, workshops and interviews with public sector modellers to examine perceptions of the soil parameters that affect model sensitivity and error.
A Bayesian approach was used for model sensitivity and uncertainty analysis.
The case study incorporates real life design variable tolerance and model sensitivity and process uncertainties.
The model allows for varying a cut-off parameter that allows for a selection in the desirable trade-off between model sensitivity and specificity.
The authors claim that "links between model sensitivity and the decay of correlation properties are not limited to this particular model and could hold much more generally".
We were unable to achieve the same degree of sensitivity and specificity that we observed with the regression-based predictive model (sensitivity and specificity, 59% and 44%).
Similar(40)
A combination of collection of monitored data, mathematical modeling, sensitivity, and uncertainty analysis has been done using the QUAL2Kw, a river quality model.
For the second, we combined the "possible diabetes" group with the "diabetes" group to examine the effect on e-model sensitivity and specificity.
This method models sensitivity and specificity directly at a common threshold (Reitsma 2005; Macaskill 2010).
30 This approach appropriately models sensitivity and specificity simultaneously and also accounts for variation in within-study precision.
Because this method models sensitivity and specificity indirectly, we calculated average sensitivities and average specificities from the output of the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com