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Right now, he says, doing machine learning yourself is like trying to go online by manually coding a TCP/IP stack.
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Figure 2 shows an example of manually coding the physical activity 'ZWEMMEN' (Swimming) with MET codes, in which a shortlist of candidates were retrieved by SORTA and the first item of the list selected as the true match.
Of the 2.3 million deaths that occur each year 80 85 percent are automatically coded through SuperMICAR, and the remaining records are then manually coded by nosologists, a medical classification specialist [ 24]; this is a tedious and lengthy process lasting up to 3 months.
Interviews were transcribed by hand and manually coded to look for emerging themes related to the two study aims.
The qualitative data was directly translated and transcribed verbatim into a Microsoft Word document, checked and manually coded by the evaluation team, and imported into the Dedoose online qualitative data analysis software.
During coding a transcript was selected at random and manually coded line by line with short phrases summarising each 'unit'; examples included negative emotions, creative problem solving and service flexibility.
Getting good BLAS3 performance for such platforms requires deep domain knowledge, so their implementations are manually coded by experts.
Adapting the revision framework developed by Severinson Eklundh and Kollberg (2003), Stevenson et al. (2006) and Barkaoui (2016), all revisions logs were manually coded by the researcher according to four dimensions: location, domain, orientation, and action.
The second element is a manually coded weighting function that integrates some selected features.
The FGD transcripts were systematically reviewed and manually coded by the first and second authors.
Full transcripts were manually coded by the researcher and organised into themes [ 34].
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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