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the simultaneous application of boosted LBP features, a bootstrapping procedure and sequential classification of race after the classification of gender lead to an increase in the accuracy of race classification by (sim )15% in comparison to the basic method.
Positive predictive values (PPV) were calculated for correct classification of race and ethnicity in administrative records compared to birth certificate records.
Classification of race (White or Black) was provided by the endoscopist; these two categories accounted for > 90% of all patients in the database.
These aligned genes were concatenated into a 53-gene data set or into 12 data sets of functional categories according to the classification of Race et al. (1999).
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Add to that the infamous one-drop rule that claims anybody with non-white ancestry is no longer considered white, and you get a very rigid classification of races that overlooks those who don't fit into the extremes of the black-and-white binary.
There just is no clear cut way to map our social classifications of race onto a meaningful biological category.
Since the NIS codes race and ethnicity differently than the Census, we re-categorized the Census classifications of race and ethnicity to match that of NIS.
Van Dijk won the mountain classification of the race.
The race and ethnicity indicators correspond to the Brazilian Census classification of Color and Race—White, Black, Brown (Pardo1), Yellow (Asian), and Indian.
And it was Mr. Stratton who argued that "in no classification of the human race is a native of Japan treated as belonging to any branch of the white or whitish race".
Stage 2 Generation of decision functions (f_M^{mathrm{race}} (widehat{x})) also (f_F^{mathrm{race}} (widehat{x})) within each gender group for a multiple classification of objects by race using a binary classification (the "one versus all" scheme) taking into account the proposed bootstrapping procedure.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com