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pymystem3

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kagor4 / toxic_comments_project

Модель классификации токсичных комментариев с F1 0.7506 на основе CatBoost и TF-IDF. Использованы Python, Scikit-learn, NLTK, SMOTE.

python nlp data-science machine-learning text-classification numpy scikit-learn pandas seaborn nltk matplotlib text-processing feature-engineering tfidf catboost toxic-comments pymystem3 imbalanced-learn

Updated May 27, 2025
Python

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