Asthma Disease Detection Using Deep Learning

[Sanjanah8]

Pull Request for ML-Crate 💡

Issue Title: 716 Asthma Disease Detection Using Deep Learning

• Info about the related issue (Aim of the project) :To develop a robust model to detect asthma using deep learning techniques ANN from Pytorch and custom built ANN using numpy and scipy
• Name: Sanjanah A
• Email ID for further communication: [email protected]
• GitHub ID: Sanjanah8
• Idenitfy yourself: SSOC 3 CONTRIBUTOR

Closes: #716

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

I have used ANN from Pytorch and five ML models
0 First ANN Model 0.951983
1 Second ANN Model 0.951983
2 Logistic Regression 0.931106
3 Decision Tree Classifier 0.945720
4 Random Forest Classifier 0.939457
5 Support Vector Classifier 0.951983
6 Gradient Boosting Classifier 0.945720

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:
I used google collab to create and predict the model and connected with github.I tried different models and chose the best ones
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 @Sanjanah8 :)

[abhisheks008]

This issue is not even exist in this repository.
@Sanjanah8