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The variation due to choice of exemplars is of similar magnitude to the MAE.
Finally we recorded the variation in the difference between reconstructed and original statistics that was due to the choice of exemplars, i.e. to the 22 survival probabilities, 7 medians, 6 HRs and 4 standard errors of the log HRs.
Results of the approach here add greatly to that information, with its choice of exemplars for the Boreal Plains ecozone that are clearly quite different: one that is dominated by forest (084J10; 81% forest) and one that is dominated by vegetated non-forest (083M02, 38% forest).
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Depending upon the choice of the exemplars, localization robustness can be obtained against a large range of real-world variations in pose, expression, lighting, makeup and image quality.
After each round, the number of exemplars was doubled.
Will the choice of Lieberman -- not only Jewish but an observant exemplar of modern Orthodox Judaism -- give Gore's rating a permanent lift into hot contention, and not just the usual convention bounce?
To ensure robustness of the classifier to variations in slide preparation, staining, and choice of scanning platform, we trained and validated the classifier with a large number of training exemplars drawn from three different institutions.
Due to the modularity of the approach, the judicious choice of appropriate fluorophores, and optimization of the interfluorophore distance, increasing the lengths of these photonic wires is indeed possible well beyond our exemplar assemblies highlighted here.
A summary of exemplar indicators is shown in table 3. The basis of the exemplar choice from the truth and feasibility aspects of the evidence is shown (discrimination was not found to be empirically supported).
I mention them by way of exemplar.
b, e Repaired result of exemplar-based image inpainting.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com