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We used a narrower classification scale of 90% to 105% in order to reduce this problem, as suggested by Mason, Matsuyama and Jue [ 6].
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When those with clinically significant results were compared with those included in a narrow classification of uncertain results (ie, only 'clear' uncertain results in this classification), we found a marginal increase in the recommendation rate (RRnarrow=1.12; 95% CI (1.02 1.24)).
This allows for a more narrowed classification process, less errors in the training phase of the NN, and reduction in computational effort.
Of the nine different linkage and affection status models that were tested only the parametric dominant model, under a narrow diagnose classification (ASM1), exhibited a significant CNV-weighted linkage score after a 1000-fold simulanalysisalysincludinging correction for multiple comparisons, with empirical P = 0.033 (Fig. 2).
However, a significant association was observed between rescue analgesic use and duration of surgical procedure and a few procedures in the narrow classification of surgical procedures, osteotomy, ligament repair and reconstruction, osteosynthesis, and treatment for an amputated digit.
The important point is that, regardless of whether we use a narrower or broader NRI classification than the five-category classification reported in this paper, the cost associated with immigrants' occupational mismatch should be calculated in relative terms when immigrants have the same occupational distribution as native-born workers.
No significant association was observed between rescue analgesic use and female sex or wrist surgery in the surgical site category and other bone surgery category in the narrow classification of surgical procedures (Table 3).
No New York sales tax would have been owed if the gallery had released the art to "common carriers" (like UPS, FedEx or the U.S. Postal Service), but the reality is that the Attorney General's narrow classification of "common carriers" leaves art collectors with no viable options for taking possession of art outside of New York if they wish to organize the shipment.
Thus, this approach may yield feature engineering that is only applicable to a narrow range of text classification tasks.
Terms and attributes with a too big granularity - i.e. terms and attributes describing certain characteristics on such a narrow level so that classification systems contain only a term of a more general meaning (e.g. symmetrical pulse of carotids, etc).. Terms and attributes, which cannot be found in classification systems, e.g. dyslipidemy, etc.
Classifications published since the use of molecular methods in phylogenetics have taken a narrower view of the Liliaceae.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com