Enhanced Quality checking through more and adaptive machine learning processes.

ices-eg / DIG

ICES Data and Information Group

Creative Commons Zero v1.0 Universal

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Enhanced Quality checking through more and adaptive machine learning processes. #518

Open sjurl opened 10 months ago

sjurl commented 10 months ago

Aspect	Description
Opportunities	Scope to extended quality checks based on much larger/wider patterns or historic data in a manner that is often tedious or difficult to craft for individual parameters in large datasets. Also potential for faster QC making data avaialble for advice and processing quicker.

legacy entry

jensr commented 5 months ago

Updated to be opportunity. Likelihood and impact set to medium as some ML QC is likely to be increasingly embedded in short to medium term, with medium impact in terms of reducing workload (could be lower or higher depending on the exact data sources that may be QC'ed like this)

jensr commented 5 months ago

Potential consideration within the context of WKFAQ?