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sj29-innovate committed Jan 8, 2018
1 parent 0630101 commit 0e28a56
Showing 1 changed file with 2 additions and 1 deletion.
3 changes: 2 additions & 1 deletion gensim/summarization/bm25.py
Original file line number Diff line number Diff line change
Expand Up @@ -121,8 +121,9 @@ def get_score(self, document, index, average_idf):
if word not in self.f[index]:
continue
idf = self.idf[word] if self.idf[word] >= 0 else EPSILON * average_idf
doc_length = len(self.corpus[index])
score += (idf * self.f[index][word] * (PARAM_K1 + 1)
/ (self.f[index][word] + PARAM_K1 * (1 - PARAM_B + PARAM_B * len(self.corpus[index]) / self.avgdl)))
/ (self.f[index][word] + PARAM_K1 * (1 - PARAM_B + PARAM_B * doc_length / self.avgdl)))
return score

def get_scores(self, document, average_idf):
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