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Active learning is concerned with learning accurate classifiers by choosing which examples will be labelled, reducing the labelling effort and the cost of training an accurate model.
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And the supermarkets' labelling efforts seem more exuberant on products that cost a premium.
In discussion with Tony Blair's former Director of Communications Alastair Campbell, Steve Coogan seemed to be labelling efforts like Jolie's "off-putting".
Analysts generally agree, but caution that several obstacles could slow or even stall the private-label effort online.
In New Mexico, the state Senate voted not to adopt the report of its committee recommending labeling, effectively killing the labeling effort there.
Among the latest companies to announce a private-label effort is Ashford.com, an online seller of jewelry, apparel and other goods.
The paucity of well-known furniture brands is perhaps one reason another high-profile e-tailer, eToys, is rolling out its private-label effort with a collection of children's furnishings.
The most closely watched labeling effort is a proposed ballot initiative in California that cleared a crucial hurdle this month, setting the stage for a probable November vote that could influence not just food packaging but the future of American agriculture.
I particularly encourage you to read Maureen Ogle's fine post, "Want A Little History With That Pink Slime?" I'm all for open disclosure of food contents, but not when the labeling effort is aimed at fomenting fear over facts.
As I wrote in considering "pink slime:" I'm all for open disclosure of food contents, but not when the labeling effort is aimed at fomenting fear over facts.
AL queries labels of most informative samples and maximizes gain from the labeling effort.
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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