Confidence interval calculation on performance

VortyVorty Member Posts: 6 Contributor I
edited December 2019 in Help
Hello,

I see that for many classification performance metric, RapidMiner provides an estimation which I interpret as an interval of confidence around the value provided. However I have failed to find the exact calculation that is performed, in particular for the kappa value.

To be clear, my question seems similar to the one of @taghaddo from last December (see post there: https://community.rapidminer.com/discussion/54694/error-range-of-classifier), which as far as I can tell, hadn't been answered to. Would anyone be able to clarify this point? Maybe by posting a snippet of the actual source code for that calculation as it seems to be sometimes done (e.g. for the kappa calculation there https://community.rapidminer.com/discussion/54909/regarding-kappa-value-in-cross-validation)?

Many thanks,
François


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  • VortyVorty Member Posts: 6 Contributor I
    Crystal clear, thanks for the quick answer!
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