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We compared the parameters' posterior distributions, modelling performance using the best estimated parameter set and 95% prediction confidence intervals at catchment outlet for the calibration period that were derived from single-site calibration (SSC) and multi-site calibration (MSC) modes.
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We conducted a test for comparing designers' performance using AIR-MODELLING and a traditional CAD system.
PERFORMANCE: Using Performance for Substance Abuse Prevention.
All modelling results are performed using the commercially available finite-element software (COMSOL Multiphysics, version 4.3b).
However, as the hidden layer outputs can be collinear, the modelling performance would be poor by using least square solution to find the weights between the hidden and output layers.
In relation to the modelling approach adopted it is important to highlight that model performance was validated using the internal dataset only.
We suggest that these goals were well defined but misguided with respect to their avoidance the problem of modelling performance.
To improve the modelling performance, one should either propose new modelling methodologies or make the best of existing models.
Predictive modelling performance is typically documented reporting PPV and sensitivity at the risk score threshold of 50.
It was possible to evaluate both of these effects on performance overcoming the 1D modelling limitations using a more powerful 3D approach.
The performance of logistic regression was compared with six alternative modelling techniques using standard measures, specifically the receiver operating characteristic (ROC) curve.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com