Please explain this maths formula to me!
Maths and statistics discussion, revision, exam and homework help.
-
Re: Please explain this maths formula to me!
I got this formula from a paper. Here is the snippet.
What I understood of it is that the first rank in each result set will have a score of 1, and the lowest will have a score of 0.
Rank and num_of_retrived_docs can be anything numerically valued? There are lots of ranks and one num_of_retrived docs?
Not sure what else? Thanks. -
Re: Please explain this maths formula to me!
I partially agree.
The hightest rank_sim will be 1, but the lowest won't quite reach zero.
Using their example for retrieving the top-ranked 1000 documents.
Then your formula becomes:
So if your document is ranked number 1 out of 1000, the Rank_Sim value is

And if it is ranked 10, as per the example, then the Rank_Sim value is

The overall effect of the Rank_Sim function is, given n top ranked documents, then to scale the ranking so that instead of running from 1 up to n, it runs from 1 down to 1/n, linearly.
Edit: See attached for a plot of Rank_Sim against rank, for n=100Last edited by ghostwalker; 17-07-2012 at 20:49.