[Corpora-List] Precision and Recall
Adam Funk
a.funk at dcs.shef.ac.uk
Fri Apr 18 09:19:58 UTC 2008
[18/04/08 08:39] Daniel Zeman wrote:
> Thierry Fontenelle napsal(a):
>> Precision: The number of correct responses divided by the total number
>> of actual responses.
>>
>> Recall: The number of correct responses divided by the total number of
>> possibly correct responses.
> Alternative wording I usually tell my students:
>
> P = number of things I correctly found / number of things I found
> R = number of things I correctly found / number of things I should have
> found
>
> ("correctly found" = "I found it" AND "I should have found it")
Here's another way to look at it, which I sometimes find useful:
P = true_positives / (true_positives + false_positives)
R = true_positives / (true_positives + false_negatives)
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