README.md

metadata

title: Fake News Detector
emoji: 📰
colorFrom: indigo
colorTo: green
sdk: streamlit
sdk_version: 1.37.0
app_file: app.py
pinned: false

📰 Fake News Detection App

This Streamlit app allows you to classify news articles as Fake or Real using multiple machine learning models (Logistic Regression, Naive Bayes, Random Forest, and SVM).

🚀 How it works

• Enter a news article in the text box.
• Choose a machine learning model.
• Get instant predictions about whether the news is Fake or Real.

⚙️ Models

The models are stored on the Hugging Face Hub for easy loading:

• Logistic Regression
• Naive Bayes
• Random Forest
• Support Vector Machine (SVM)

📦 Dependencies

Defined in requirements.txt:

• streamlit
• scikit-learn
• huggingface-hub

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✅ Hosted with Streamlit on Hugging Face Spaces