Mehfooz08/sms_spam_prediction

📱 SMS Spam Detection

A machine learning model for classifying SMS messages as SPAM or NOT SPAM using TF-IDF Vectorization and a Linear Support Vector Machine (SVM).

🤖 Model

Algorithm

• TF-IDF — converts SMS text into numerical features
• LinearSVC — classifies messages as SPAM or NOT SPAM

Task

Binary Text Classification

Classes

• HAM — legitimate SMS
• SPAM — unwanted/spam SMS

🔄 ML Pipeline

SMS Message
     ↓
TF-IDF Vectorization
     ↓
Linear SVM
     ↓
SPAM / NOT SPAM