Loan approval

[kumar8074]

Pull Request for DL-Simplified 💡

Issue Title : Enhancement of Bank Loan Approval Prediction #473

• Info about the related issue (Aim of the project) : The aim is to enhance the project by adding new models for this project which will make this project more compact and accurate based on the accuracy scores.
• Name: Lalan Kumar
• GitHub ID: https://github.com/kumar8074
• Email ID: lalan.k8977@gmail.com
• Idenitfy yourself: Contributing for GSSoC 2024

Closes: #473

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

I have added a new ipynb notebook which enhances the existing model and coveres important techniques of Deep learning like Hyperparameter tuning which is used to enhance model performance by performing lots of experiments.

Type of change ☑️

What sort of change have you made:

• [ ] Beginner friendly Code style update

How Has This Been Tested? ⚙️

I have performed a lot of experiments on the models with different hyper parameters using Hyperparameter tuning technique. After careful evaluation of model's performance i came to conclusion that this is the best score model can acheive on the dataset.

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.

[github-actions[bot]]

Our team will soon review your PR. Thanks @kumar8074 :)

[abhisheks008]

This contribution will not going to work. The models you have implemented is not enhanced at all, checkout the accuracy scores of the existing models, it's 98%. This project folder is already enhanced by Shruti.

Closing this PR.