abhisheks008 / DL-Simplified

Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013

https://quine.sh/repo/abhisheks008-DL-Simplified-499023976

MIT License

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Thyroid Cancer Recurrence Prediction #735

Closed arpy8 closed 3 weeks ago

arpy8 commented 3 weeks ago

Pull Request for DL-Simplified 💡

Issue Title : Thyroid Cancer Recurrence Prediction

Info about the related issue (Aim of the project) : To test different models for predicting thyroid cancer recurrence in patient
Name: Arpit Sengar
GitHub ID: arpy8
Email ID: arpitsengar99@gmail.com
Idenitfy yourself: GSSOC Contributor

Closes: #665

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

Tested out three different models for performing binary classification on the Thyroid Cancer Recurrence dataset.

Models	Accuracy
WeightedEnsemble_L2	0.9839
MLP	0.9870
TabNet	0.9610

Type of change ☑️

What sort of change have you made:

[ ] Bug fix (non-breaking change which fixes an issue)
[x] 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? ⚙️

by running the cells in the jupyter nb

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 my code, particularly wherever it was hard to understand.
[x] I have made corresponding changes to the documentation.
[x] My changes generate no new warnings.
[x] I have added things that prove my fix is effective or that my feature works.
[x] Any dependent changes have been merged and published in downstream modules.

github-actions[bot] commented 3 weeks ago

Our team will soon review your PR. Thanks @arpy8 :)

arpy8 commented 3 weeks ago

I've added the visualizations @abhisheks008 , kindly check