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Enigma Team

Nick Becker

Data Science — Enigma

Nick Becker works on data science at Enigma, exploring patterns in business and small business data.

Writing

1 post published

Apr 17, 2018

Improving Entity Resolution with the Soft TF-IDF Algorithm

Soft TF-IDF improves fuzzy matching for entity resolution by weighting rare tokens, boosting match rates from 50% to 80% with under 1% false positives.