Hca-fnd: a hybrid two-tiered approach for fake news detection using machine learning and natural language processing

HCA-FND (Hybrid Classification Approach for Fake News Detection), a novel hybrid two-step methodology that employs classic machine learning algorithms to extract linguistic and stylistic features, while the second step utilizes deep transformer-based language models for context and sentiment analysis.