A more intuitive interpretation of the area under the ROC curve

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RT @cecilejanssens: @f2harrell I agree that ROC curves makes things indirect. they are an alternative (and complicated) way of drawing risk…
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2352 days ago
RT @cecilejanssens: @f2harrell I agree that ROC curves makes things indirect. they are an alternative (and complicated) way of drawing risk…
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@f2harrell I agree that ROC curves makes things indirect. they are an alternative (and complicated) way of drawing risk distributions. nothing more, but imo nothing less. https://t.co/wO8n07pbMj https://t.co/FSBNKXFh4u
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2619 days ago
RT @cecilejanssens: @f2harrell It's unfortunate that ROC got a threshold interpretation. The same risk distributions are also behind 2+ or…
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@f2harrell It's unfortunate that ROC got a threshold interpretation. The same risk distributions are also behind 2+ or 0 thresholds. ROC curve is nothing more than a transformation of risk distributions, nothing different (am rewriting the article, but here is ref: https://t.co/wO8n07pbMj https://t.co/ycUCq5RbsQ
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2919 days ago
RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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2920 days ago
RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @PeerJPreprints: Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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Preprint: A more intuitive interpretation of the area under the ROC curve https://t.co/cJobTM3HHd
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RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
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RT @cecilejanssens: @GSCollins @f2harrell oh no! ROC plots show sample size much better than the CI of c-stat does. and skewness. and overl…
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@GSCollins @f2harrell oh no! ROC plots show sample size much better than the CI of c-stat does. and skewness. and overlap of risk distributions. don't remove the plots but educate how to 'read' them. here's (again) one attempt to that: https://t.co/wO8n07pbMj
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2946 days ago
RT @cecilejanssens: @DrMJoyner @stephensenn @f2harrell @VinayPrasad82 Allow me some promotion: if you want to know why the receiver operati…
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RT @cecilejanssens: @DrMJoyner @stephensenn @f2harrell @VinayPrasad82 Allow me some promotion: if you want to know why the receiver operati…
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@DrMJoyner @stephensenn @f2harrell @VinayPrasad82 Allow me some promotion: if you want to know why the receiver operating curve is relevant, read this: https://t.co/wO8n07pbMj ROC is just a different way of drawing risk distributions for patients and nonpatients, the essence of discrimination and prediction
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Fast, open access, open for post-publication comments, copy-righted, and free. It's not indexed (pubmed, wos), which could be one reason to pay for formal open access publication, but are there more benefits? https://t.co/wO8n07pbMj https://t.co/1ynvSV2Vrd
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2951 days ago
RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
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RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
reply repost on X like
2952 days ago
RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
reply repost on X like
RT @cecilejanssens: My latest about the “error under the curve” and an intuitive interpretation for AUC. Highlighting that ROC plot is just…
reply repost on X like