Spam Vs Ham Mail Classification [With Streamlit GUI]

[dipayan22]

Pull Request for DL-Simplified 💡

Issue Title : Spam Vs Ham Mail Classification [With Streamlit GUI] #329

• Info about the related issue (Aim of the project) : ML project with a Streamlit GUI that will predict whether the Mail received from some source is a Spam Mail or not
• Name: Dipayan Majumder
• GitHub ID: dipayan22
• Email ID: majumderd007@gmail.com
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) SWOC 24

Closes: #issue number that will be closed through this PR

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

Give a clear description of what have you added or modifications made

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)
• This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested
Describe how have you verified the changes made

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.

[github-actions]

Our team will soon review your PR. Thanks @dipayan22 :)

[abhisheks008]

Hi @dipayan22 the project is working fine. Need to upgrade the README file by adding the EDA results under the Visualization tag, use <heading> tags for the topics, create a table consisting all the accuracy scores of the models, find a brief conclusion of the project. Also have you used Streamlit for creating a GUI for this project?

[dipayan22]

Yes i have used Streamlit GUI . In every notebook file at the last i made a Streamlit GUI for this project.

[dipayan22]

Do I have to make a separate .py file for making the Streamlit GUI in the Model folder?

[abhisheks008]

Do I have to make a separate .py file for making the Streamlit GUI in the Model folder?

That will be better.

[dipayan22]

File updated .

[abhisheks008]

I think you missed to add the EDA results (images) under the EDA tag.
Accuracy scores of the models will be showcased after the EDA results.
@dipayan22

[dipayan22]

@abhisheks008 You can check now . REABME.md file is updated.

[abhisheks008]

I couldn't find the Streamlit file in the model folder with .py extension.
Can you update that?