Practical insights

Results

2 results (published only)

• Feature engineering and preprocessing

  Lowercase Turkish text with language-aware rules, because default lowercasing splits dotted and dotless I

  Turkish free text, such as complaint notes or city names, is lowercased by the default step of a TF-IDF vectorizer.

  mediumdocumented fact

• Feature engineering and preprocessing

  Use character n-grams for short, noisy strings such as place names, codes and product titles

  You classify or match short strings with typos and spelling variants, such as 'Antalya' against 'Antlya' or truncated product names.

  easydocumented fact