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That is, the expected co-occurrence statistics of the Focus and Evidence tags produced by the categorization model should be the same as the co-occurrence statistics manifested in the training data.
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As for the categorization models, we have provided methods to retrieve the categorical information for each of the aforementioned models.
Through the comparison between the categorization of model of care deduced by record linkage and the one registered in the BC database, three different exposure groups were defined.
PKIP adapts the "categorization learning model" to improve the system's categorization performance using the incoming question items.
DOI: http://dx.doi.org/10.7554/eLife.05457.017 We verified that the post-categorization model was best by using a leave-one-session-out cross validation.
Figure 2 Breakdown of the WePISMs (N = 43) by the categorization scheme described in Table 3.
Disease severity was determined by the categorization system developed by the European Vasculitis Study Group EUVASS) [ 13].
Hugenberg, K., Young, S. G., Bernstein, M. J. & Sacco, D. F. The categorization-individuation model: An integrative account of the other-race recognition deficit.
Statistical agencies and economics departments of course have their own more rigid definitions and categorization models, but the whole process seems very subjective.
From Table 1 the categorization of the model components was carried out.
The magenta line is the psychometric curve generated by the post-categorization bias model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com