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The model output corresponded very well with the measured E. coli and enterococci concentrations in the river; the Root Mean Square Error and the Nash-Sutcliffe efficiency for Log10-transformed concentrations were found to be 0.23 (Log10 CFU/100 ml) and 0.84 for E. coli, and 0.19 (Log10 CFU/100 ml) and 0.86 for enterococci, respectively.
Model output corresponded well with independent experimental data.
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Furthermore, external quantitative credibility corresponds to the situation when the model output corresponds well to observations from data not used to develop and calibrate the model [38].
The internal quantitative credibility is met when the model output corresponds to observations that are a part of the data used to develop and calibrate the model.
The main goal is to estimate parameters of the neuronal system model, whose outputs correspond most precisely to observed blood oxygenation level dependent (BOLD) response.
For an index generated from a Cox regression model, this output corresponds to a "risk score" (i.e., linear predictor), which is proportional to the predicted mortality risk of a subject relative to all other subjects.
Regression models had good predictive power (R from 0.89 to 0.98 across models) and physical interpretability, and outputs corresponded well with literature values [ 75].
Corresponding model output is shown by solid and dotted lines.
The amino acid inputs or outputs corresponded to the balance between their real net uptake minus their contribution to peptide outputs (utilization in milk protein).
The standardized MMP values correspond with the values of the GRNN model output as described below.
A shape parameter this high corresponds to a highly peaked distribution, and any higher shape parameter would not influence the model output.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com