Timeline for Why is ROC insensitive to class distributions?
Current License: CC BY-SA 4.0
13 events
| when toggle format | what | by | license | comment | |
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| Sep 25, 2021 at 4:11 | vote | accept | nan | ||
| Sep 21, 2021 at 13:33 | history | edited | nan | CC BY-SA 4.0 |
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| Sep 20, 2021 at 15:48 | history | edited | nan | CC BY-SA 4.0 |
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| Sep 20, 2021 at 15:00 | history | tweeted | twitter.com/StackStats/status/1439967587874525188 | ||
| Sep 20, 2021 at 14:27 | history | became hot network question | |||
| Sep 20, 2021 at 11:42 | answer | added | Frank Harrell | timeline score: 8 | |
| Sep 20, 2021 at 9:31 | answer | added | ReneBt | timeline score: 6 | |
| Sep 20, 2021 at 9:17 | answer | added | ofer-a | timeline score: 5 | |
| Sep 20, 2021 at 8:47 | comment | added | nan | @ReneBt Do you mind illustrating the concepts mathematically? I cannot seem to derive the idea above. | |
| Sep 20, 2021 at 8:43 | comment | added | ReneBt | It is only true that it is not directly mathematically affected. It is however indirectly statistically affected because the statistical power of the lower prevalence group is weaker and so will skew the confidence of the respective contributions of each group. The long run average will have the same expected TP and FP rate, but short run repeated small experiments would give estimates will vary a lot more for low prevalence groups than for high prevalence groups, which will have a knock on effect on the reliability of the AUCROC. | |
| Sep 20, 2021 at 7:55 | answer | added | Adept | timeline score: 2 | |
| Sep 20, 2021 at 6:31 | history | edited | nan | CC BY-SA 4.0 |
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| Sep 20, 2021 at 6:24 | history | asked | nan | CC BY-SA 4.0 |