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news-authenticity

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ayush13-0 / TrustCheck-News-Authenticity-Classifier

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📰TrustCheck an offline Machine Learning + NLP system that classifies news as REAL or FAKE using TF-IDF vectorization and Logistic Regression. Includes full model training pipeline, preprocessing, Streamlit app, and confidence-based predictions.

python nlp machine-learning text-classification sklearn logistic-regression ml-project tfidf-vectorizer streamlit fake-news-detection news-authenticity
  • Updated Dec 14, 2025
  • Jupyter Notebook

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