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A word of caution regarding the interpretation of Accuracy scores: none of the systems under evaluation is currently able to make an informed distinction between multiple equally acceptable alternatives, as in 'programa de rádio semanal' vs. 'programa semanal de rádio', both of which translate to 'weekly radio program'.
Thorough methodological quality assessment revealed that incomplete ascertainment of HAI status and/or lack of blinding of assessors occurred in one-third of studies, thus introducing a risk of bias and complicating a balanced interpretation of accuracy estimates.
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Fatal flaws in the methodology do not permit the interpretation of the accuracy of this formula.
According to Lewis' scale of interpretation of estimation accuracy [34], any forecast with a MAPE value of less than 10%% can be considered highly accurate, 11 20 % is good, 21 50 % is reasonable and 51%% or more is inaccurate.
Like any experimentally-derived measurements, the crystal structures stored in PDB have uncertainties in their atomic coordinates, and the interpretation of the accuracy of a computationally-derived conformer model should take into account the positional uncertainty of the corresponding experimental ligand structure.
Interpretation of the accuracy of gEBV without knowledge of the pedigree relationships within the population is not optimal.
Interpretation of the accuracy of predictive models should, therefore, include some knowledge of the statistical tests used.
28 35 37 39 44 We agree with previous reviews that heterogeneous methods of urine testing affect the interpretation of pooled accuracy measures and that a uniform method for detection of HPV in urine must be developed.
In addition to the predominance of isolated, single test evaluations in published literature, variations in design and quality of studies on diagnostic topics [ 5- 8] make the interpretation of test accuracy data difficult [ 9- 12].
Poor interpretation of bias vs. accuracy.
Users should care about the effects of satellite thermal conditions and uncertainties in the limb altitudes upon the positions of cloud features if, for example, they are attempting to perform cloud tracking using L3 products ("Interpretation of the estimated accuracy" section).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com