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Kwow et. al. applied the SupportVectorRegression (SVR) for the Query Performance Prediction. The prediction process involves a set of pre-retrieval, post-retrieval and Web-assist query features, including the most informative terms in the query, co-occurence of query terms in the top-ranked documents, and query length for the regression.