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.
- HTML5 - To build the structure for webpages
- Python 3.8 - Scripting Language for Backend
- Flask - Micro Framework for Backend
- Bootstrap-5 - CSS Framework to make responsive webpages
- Sklearn - Simple and efficient tool for predictive analysis
- Nltk - Natural Language Toolkit
- Heroku - To host a website
This project is made by Group-19, following are the Team Members:
- Mukul Jain (200001050)
- Gaurav Khushpat Jain (200001023)
- Vankayalapti Sai Venkata Satwik (200001077)
- Nishit Singh (200001056)
- Vihaan Thora (200001079)
- Naive Bayes 93.80
- SVM 98.70
- Random Forest 97.97
- KNN 85.70
- Logistic Regression 85.70
- MultinomialDB 97.70
The Website can be found at https://spam-detector-iiti.herokuapp.com/