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The assigned classifications compared the reference assignment and were analyzed with Cohen's kappa coefficient.
As Facebook looks to offload work from human content moderators and allow its news feed algorithms to sort content based on assigned classifications, a tool like this has a lot of potential to shape how Facebook identifies harmful content, but also put more interesting content in front of you.
For the 12 reviews where the authors assigned classifications, discussion was needed on all outcomes to come to an agreed classification.
Principal component analysis (PCA) was employed to examine this large data set without having to assign classifications before analysis.
Rather than assign classifications to each individual's CNP, we perform a test of association on the CNP quantitative measure.
However, the Food and Drug Administration FDAA) has the authority to assign classifications (I, II, or III) to all medical devices and to apply increasingly stringent standards for their regulation.
Noticeably with this last implementation it is possible to assign classifications to variations labelled differently in the same protein sequence (endowed with the same GO-scores).
This permitted a review of classification error: how many training set samples were incorrectly assigned, and classification performance: the range of probabilities observed ahead of deciding the test priorities for scant case material.
The discriminant analysis assigned a classification power of 83.9% to the predictive model (p < 0.0001).
Because Boccia is a disability sport, each athlete is examined and assigned a classification to ensure fairness.
Wheelchair basketball players are assigned a classification from 1.0 through to 4.5.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com