Build a Multi-Class Product Categorization Classifier with Naive Bayes and TF-IDF Free

Assign marketplace listings to one of 1,200 leaf categories from seller-written titles using TF-IDF and Complement Naive Bayes, lifting macro-F1 from 0.38 to 0.67 while scoring each listing in under 3ms.