Completed Classification Problem

[muhammadanas0716]

The notebook under the Classification section, namely the Cancer Prediction has been completed successfully!## Linked Issue

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

3

Describe the changes you've made

I've added the Random Forest Algorithm for the Cancer Detection notebook.

Give a clear description of what modifications you have made Added a new algorithm and did a little bit of EDA

Type of change

Solved an issue

What sort of change have you made:

• [x] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [x] 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?

In Google Colab - everything works perfectly fine.

Describe how have you verified the changes made

Checklist:

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

Screenshots

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Original Screenshot	Updated Screenshot

[muhammadanas0716]

I have updated the file. Please have a look. Let me know if I should do some further changes!

[muhammadanas0716]

Okay! So what accuracy level should I reach in your opinion?

[KrishnenduDakshi2002]

Okay! So what accuracy level should I reach in your opinion?

as you can see Naive Bayes did perform good, I did get 0 false negative.

I am just telling you should try those things also, it may improve the accuracy.

[muhammadanas0716]

Yep! I'll surely do some hyperparameter tuning! No worries! I'm here to learn and that is what I intend to do!

[anuragc2001]

@muhammadanas365 Please reopen this PR merging directly into the main branch. There's some issue with the automatic github PR tracking system hence for your PRs to be counted properly please push them into the main. I've deleted the dev branch.

[muhammadanas0716]

No problem. Once I'm done with the hyper parameter tuning I shall do as you said. Thanks for notifying!