everybody interested in machine learning should read the abstract to this paper. h/t @sandyasmhttps://twitter.com/sandyasm/status/1200403581406285825 …
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Replying to @GaryMarcus @sandyasm
David Hand is a well-known critique of ROC curves. He is not saying that classifier technology is bad but the measure we use to assess them. See H-measure: https://www.hmeasure.net
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Replying to @memosisland @GaryMarcus
based on my reading, his paper is more than just critiquing ROC curves, See section 3,4 and 5 of the paper where he talks about multiple issues - including real world performance (and generalization issues)
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Replying to @sandyasm @memosisland
super relevant!
5:44 AM - 29 Nov 2019
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