A developer inquired about using machine learning to improve PDF data extraction, specifically for handling misspellings and typos in quote numbers that cause extraction failures. The author advised against using ML, suggesting that deterministic logic like Levenshtein distance for word matching and careful database lookups would be more efficient and simpler. The author emphasized that achieving 100% accuracy is not always necessary, and the current 99% recall rate is already a strong performance. AI
RANK_REASON Opinion piece by a named author discussing the application of ML for a specific problem.
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