Spam vs Ham Mail Classifier

[pooranjoyb]

Pull Request for DL-Simplified 💡

Issue Title : Spam Vs Ham Mail Classification [With Streamlit GUI]

ML project with a Streamlit GUI that will predict whether the Mail received from some source is a Spam Mail or not

• Name: Pooranjoy Bhattacharya
• GitHub ID: pooranjoyb
• Email ID: [email protected]
• Idenitfy yourself: Social Summer of Code participant

Closes: #329

Describe the add-ons or changes you've made ??

Created a ML model to classify Spam and Ham mails.

Type of change ??

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)

How Has This Been Tested?

The App has been tested in different devices and environments which it has worked without any errors.

Checklist:

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

Would be glad if you'd merge this PR @abhisheks008

[github-actions]

Our team will soon review your PR. Thanks @pooranjoyb :)

[abhisheks008]

Liked the project but you have not used any deep learning models for this project. As this repository demands projects on Deep learning, can you please update your project and come again.
@pooranjoyb

[pooranjoyb]

Can I use the LSTM model for the Spam Mail Detection? @abhisheks008

[abhisheks008]

Can I use the LSTM model for the Spam Mail Detection? @abhisheks008

Yes sure. Try to use 2-3 deep learning models for this project and find out the best fitted one.