Probabilistic Retrieval: Logistic Regression
In Cheshire II probability of relevance is based on
Logistic regression from a sample set of TREC
documents to determine values of the coefficients.
At retrieval the probability estimate is obtained by:
For 6 attributes or “clues” about term usage in the documents