A machine-learning–powered Fake News Detection Web Application built using Flask. The system classifies news articles as Real or Fake using multiple models such as Logistic Regression, TF-IDF, and LSTM. It includes a clean user interface for text input, real-time predictions, model analysis, and visualization. The project is trained on labeled data