Optimum query Seeks to find a query that maximizes similarity to elevant documents while minimizing similarity with non-relevant documents
Let denote set of relevant docs, Let denote set of non-relevant docs.
Compute the weight for term i using the log-odds ratio:
The updated query vector is then given by:

Seonglae Cho