Skip to content

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

SMS Spam Classifier

This project is a Machine Learning model that classifies SMS messages as Spam or Ham (Not Spam) using Natural Language Processing and an SVM classifier.

Project Structure

  • data/ → dataset
  • notebooks/ → experiments
  • src/ → source code
  • models/ → saved models

Features

  • Text preprocessing
  • TF-IDF vectorization
  • Support Vector Machine (SVM)
  • Model saving & loading

▶ How to run

pip install -r requirements.txt
python src/train.py

About

Machine Learning SMS Spam Classifier using NLP and SVM

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors

Languages