Spam Email Classifier using Machine Learning

This project builds a machine learning model to classify messages as spam or ham.

Technologies Used

Python Scikit-learn Pandas NLTK

Project Structure

data/ – dataset files
src/ – model training script
notebooks/ – exploratory data analysis
model/ – trained classifier

Workflow

1. Load SMS spam dataset
2. Clean and preprocess text
3. Convert text to TF-IDF features
4. Train Naive Bayes classifier
5. Evaluate model performance

Dataset

https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset