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The self classification of the 5LC data is analyzed by the aggregation of their correspondent LC6 on the Kohonen map.
The ability to convert self classification responses into a single index score makes the EQ-5D practical for clinical and economic evaluation[ 11].
31 32 33 For brevity (to maximise completion rates) and to enable direct comparison with UK population data, the GPAQ uses a single six category self classification scheme for measuring ethnicity (table 2).
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As I did not have the comprehensive data base like the producers of the respective products, I deliberately made the following assumptions which may lead to less severe classifications: (1) Where self classifications of various companies differed in several H-statements, I used the classification which the majority of companies agreed upon, which was usually not the most severe classification.
Yet, this also demonstrates the shortcomings of self-classification.
The props around Pratchett's office, his self-classification as a fantasy writer, these conspire to suggest that Pratchett's books are escapist trivia, sub-Tolkien nonsense peopled by trolls and elves, suitable only for children and childish adults.
Fantasy and science fiction as a capital G genre, meanwhile, has largely been shelved separately from the rest of the culture, in part because of the genre's mania for self-classification into ever-narrower niches (high fantasy versus alternate history, hard science fiction versus space opera, cyberpunk versus steampunk) and in part because of pure snobbery.
On the other hand, self-classification for all other hazardous properties is effectuated by the manufacturer, importer, or downstream user.
Since there is no need for distribution of the data (for fault-tolerance), asynchronous update in weights and self-classification, BPNN is suitable as supervised classifier [32, 50].
Given evidence of substantial reporting error in the self-classification of industry affiliation (Freeman, 1984), our test will thus underestimate the differences in effects between job-stayers and job-movers, since some job-stayers will mistakenly be classified as job-movers.
Notifiers need to make sure that their self-classifications are correct: They need to consider all accessible existing information, evaluate their reliability, relevance, and adequacy in an expert judgment with a weight of evidence approach and use the evaluated data for self-classification [9-11].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com