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An inter-annotator agreement of 91% was obtained when exact matching of the chemical mentions was used without considering the label of the SACEM classes.
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where Δ is the distance matrix without considering the class label information, and Δ' is the distance integrating with the class label information.
However, most existing methods are designed for mining outliers from a single dataset without considering the class labels of data objects.
They computed a linear kernel weight per cluster in a pre-process step without considering the sample labels.
That probably sounds funny, considering the label.
Trying to use isolated instances to pin those labels on Judge Sonia Sotomayor, even without considering the contexts of her words and actions, does not support a conclusion of deeply held bias.
The team labelled many of these referrals as "inappropriate", often without considering the physician's needs or referral threshold [ 29, 30].
And while off-label use isn't illegal, it's not good medicine to administer drugs to treat a symptom, like anger or defiance, without considering the causal factors of that behavior.
The label of the training email that yields the highest similarity score is considered the label of the test email.
Hence, we consider the label-independent and the label-dependent K-neighborhood of vertex v i.
Redoing the calculation without considering these, we labeled 1334 articles as HT, with a recall on this set of 96.32%.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com