Tommaso Teofili created LUCENE-7776:
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             Summary: Switch KNN classifier to use BM25 similarity
                 Key: LUCENE-7776
                 URL: https://issues.apache.org/jira/browse/LUCENE-7776
             Project: Lucene - Core
          Issue Type: Improvement
          Components: modules/classification
            Reporter: Tommaso Teofili
            Assignee: Tommaso Teofili
             Fix For: master (7.0)


It'd be good to use BM25 as default {{Similarity}} for KNN classifier.
Having done some tests on the _20newsgroups_ dataset that resulted in improved 
_f1_ (between 0.10 and 0.15).



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