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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Impact of Feature Scaling on Model's Performance #717

Open Maryam-Sikander opened 4 weeks ago

Maryam-Sikander commented 4 weeks ago

Hi PA, I want to add a basic project on impact feature scaling on the Model's performance Aim / Approach:

  1. Train model without feature scaling and with feature scaling to evaluate the impact on performance.
  2. Compare the performance and accuracy of the models with and without scaling to gain a better understanding of the impact of feature scaling.
  3. Perform Exploratory Data Analysis (EDA) on the different scaling techniques.
  4. Using README file for describing the work I've performed.

GitHub ID: https://github.com/Maryam-Sikander

Program: GSSOC-2024 Contributor

Kindly assign me this issue @Niketkumardheeryan

github-actions[bot] commented 4 weeks ago

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

Niketkumardheeryan commented 4 weeks ago

@Maryam-Sikander go for it. Ensure to follow Project guidelines.