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Binary Independence Model

Since xi is either 0 or 1:

Let Pi = P(xi = 1 | R,q); rt = p (xi =1 | NR,q)
Assume, for all terms not occurring in the query (qi=0) pi = ri
Then... (This can be changed (e.g.,
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