>What would you consider a "demonstration of success" exactly? > >Tom >
Tom, Measuring the success of a bot can be done in the same way that the success is measured in a statistical model; Type I and Type II errors. So for example, if the test is to attach wikidata tags to churches then: * A type I error would be failing to add the wikidata to the associated church (we can accept large errors in this case as it represents the current no-bot situation) * A type II error would be adding the wrong wikidata to a church. We need to minimise these. I'll suggest a 1-2% error as this matches the general quality of public data. I unfortunately don't have the skills to help with editing, but support initial trials as a good step to working more closely with wikimedia commons. Best, Rob https://en.wikipedia.org/wiki/Type_I_and_type_II_errors
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