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Topic: The geometry of ROC space
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Messages 15-12 deleted by topic administrator between 07-05-2009 02:05 AM and 07-02-2009 02:50 PM
Lscsjbwq  11
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Hello, nice site :)
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Messages 6-5 deleted by topic administrator 07-23-2006 02:08 AM
Ben Laxton  4
10-06-2005 03:28 PM ET (US)
To follow up on Anup's remark, does the ROC space provide a clear advantage to the f-measure or metircs used for decision tree splitting - i.e. does the unification of these different metrics give more insight? Also, has this been used in some application that would make its strengths apparent?
Anup Doshi  3
10-06-2005 02:47 PM ET (US)
It's very interesting that they are able to unify several different metrics through the 3D ROC. But I don't think it is anything more than a theoretical exercise. If the metrics generally used for your sub-field/problem work well enough, why would you bother trying to extrapolate metrics that are consistent over a whole bunch of fields?
Erik Murphy-Chutorian  2
10-06-2005 02:37 PM ET (US)
I found this to be a good review of ROC curves, covering a few of the less-common performance measures. It would be interesting to know more of the logic behind choosing one metric over another.
Brendan Morris  1
10-06-2005 01:48 PM ET (US)
I really would like to ask some intelligent question but after a first reading I still don't understand anything about this paper. I've limited experience with ROC curves in general and no experience with most of the metrics in the paper. I do like the thought of a unifying structure as it seems that different definitions are misleading when looking at results.
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