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The results in the deviations column and the biased deviations column were calculated in order to analyze the assessments [28, 29].
Unsurprisingly, a greater degree of smoothing resulted in less biased deviations i.e. loess-0.5 and gam-6/gam-5 models had practically constant deviations across all timepoints.
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F0 values are obtained with the biased deviation values.
The values derived from ERA-Interim model depict bias deviations in comparison to ARMA model at all sites.
Students' written explanations for each of the four items were independently coded by two expert scorers for presence of core concepts and cognitive biases (deviations from scientifically normative ideas and causal reasoning).
For example, rib eye muscle area and yearling height, which had the highest accuracy, exhibited little bias (deviations from 1 of 0.007 and 0.015, respectively), while weaning weight and docility, which had low accuracies, had the most bias (0.403 and 0.386, respectively).
Closed-form analytical expressions for performance metrics such as bias, deviation variance, and RMS of resubstitution and leave-one-out error estimators have been given in [9, 10].
Calculation of the mean bias deviation between the predicted and experimental data indicates agreement better than 0.45 °C for the dry bulb temperature and 1.1 °C for the mean radiant temperature.
Section 4 introduces performance metrics (i.e., bias, deviation variance, RMS) of a CoD estimator, and Section 5 presents an analytical formulation of exact performance metrics of the resubstitution and leave-one-out CoD estimators.
Hence, we are again faced with a trade-off between bias (deviation of PE(n train ) from PE(n)) and variance (the variability of the prediction error estimate, which must not be confused with the variance term (ave.var (ME )), when setting the number of test objects in the outer loop.
A negative correlation was documented between the extent of the bias deviation and the semantic distance.
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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