ritampaul / spam_sms_detection

machine learning model to detect spam sms

Spam_SMS_Detection

ℹ️ Problem statement :

Making an AI model that can classify SMS messages as spam or legitimate. Using techniques like TF-IDF with classifiers like Logistic Regression to identify spam messages.

ℹ️ Dataset :

Download from here = click me

ℹ️ Tech Stacks :

• Programming Language -
  • Python3
• Libraries -
  • Numpy
  • Pandas
  • sklearn
• Tools -
  • Google Colaboratory
  • Jupyter Notebook

ℹ️ Details :

1. Based on CRISP-ML framework
2. Use of TF-IDF method to convert strings into numerical values
3. Implementation of Logistic Regression on model building
4. Evaluation metric used - Accuracy
5. A short driver code (in Deployment section) to take user input sms and predicting whether it is spam or not