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Dibyalochan19/SMS-EMAILSPAMCLASSIFIER

sourceHugging Faceupdated 1y agoView on Hugging Face
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App README

Overview

This app allows you to classify SMS messages as spam or ham using a trained Naive Bayes model with TF-IDF vectorization. Built with Streamlit, it provides a simple web interface to test any SMS in real-time.

Features

  • —Input an SMS and check if it’s spam or not.
  • —Uses pre-trained Multinomial Naive Bayes model.
  • —Fast predictions using TF-IDF vectorizer.
  • —Easy-to-use web interface.

How to Run

Locally

  1. 1.Clone the repository:
bash
   git clone <your-repo-url>
   cd sms-spam-classifier