https://github.com/soumyajit4419/spam_email_classifier

To check if the send email was a spam or not. A Flask API to detect spam or ham using Python and Sklearn .
https://github.com/soumyajit4419/spam_email_classifier

classification flask nlp spam-email-classifier

Last synced: 10 days ago
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To check if the send email was a spam or not. A Flask API to detect spam or ham using Python and Sklearn .

• Host: GitHub
• URL: https://github.com/soumyajit4419/spam_email_classifier
• Owner: soumyajit4419
• License: mit
• Created: 2020-03-15T16:03:13.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-05-02T19:21:09.000Z (over 4 years ago)
• Last Synced: 2024-10-26T03:07:36.354Z (about 2 months ago)
• Topics: classification, flask, nlp, spam-email-classifier
• Language: Jupyter Notebook
• Homepage: https://spam-email-check-app.herokuapp.com/
• Size: 6.15 MB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# Project Name

## Spam Email Classifier

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## Project Description

This project is a Classification of email to check if the send email was  a spam or not,Using Classification algorithm and Preprocessing using NLP.

### This model is implemented with a flask backend and is deployed on heroku.

### https://spam-email-check-app.herokuapp.com/

## Methods Used

* Feature Engineering

* Machine Learning

* Data Visualization

* NLP

## Technologies 

* Python

* Flask

## Project Folders

* Server- It contains all the server related files it.It has app.py.

*       - To run python app.py

*       - You will get a flask server running in local host

* Model- It contains the Trained Model Code and pickle file.

![Working Server Image](https://github.com/soumyajit4419/Spam_Email_Classifier/blob/image/nonspam.png?raw=true)

![Working Server Image](https://github.com/soumyajit4419/Spam_Email_Classifier/blob/image/spam.png?raw=true)