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Persis Voola

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Open access Sep 2026

A Comparative Framework for Fake News Detection Using DistilBERT and Machine Learning Algorithms

Automated fake-news detection is increasingly required because the volume and speed of online content exceed the capacity of manual verification. This study presents a controlled comparison between three conventional machine-learning classifiers---Naive Bayes, Logistic Regression, and Random Forest---and a fine-tuned D...

Abhishek Babu Kolati, Persis Voola · 0 citations

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