Email Spam Detection Website

This project allows a user to detect whether an email is a spam or a ham. The user has to put the text and the system, gives out a result whether the Email is a ham or a spam.

Tech Stacks

1. HTML5 - To build the structure for webpages
2. Python 3.8 - Scripting Language for Backend
3. Flask - Micro Framework for Backend
4. Bootstrap-5 - CSS Framework to make responsive webpages
5. Sklearn - Simple and efficient tool for predictive analysis
6. Nltk - Natural Language Toolkit
7. Heroku - To host a website

Team Members

This project is made by Group-19, following are the Team Members:

1. Mukul Jain (200001050)
2. Gaurav Khushpat Jain (200001023)
3. Vankayalapti Sai Venkata Satwik (200001077)
4. Nishit Singh (200001056)
5. Vihaan Thora (200001079)

Accuracies of Different Models

1. Naive Bayes 93.80
2. SVM 98.70
3. Random Forest 97.97
4. KNN 85.70
5. Logistic Regression 85.70
6. MultinomialDB 97.70

Website

The Website can be found at https://spam-detector-iiti.herokuapp.com/