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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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#845 Added a FIFA 19 Dataset analysis #862

Closed priyankeshh closed 2 months ago

priyankeshh commented 3 months ago

DESCRIPTION

This is a regression problem where we analyze the FiFA 19 Data and predict the value. We use Linear Regression, Decision Tree and Random Forest Regressor.

WHAT I HAD DONE

  1. Perfromed exploratory data analysis (EDA) on the given dataset
  2. It starts with loading the dataset and viewing the top 5 rows
  3. We calculate statistical data in the dataset
  4. Then comes finding correlation between the features and also finding statistical values related to the dataset
  5. Data visualization is done with libraries such as matplotlib and seaborn
  6. Finally 3 different algorithms are used to find the best algorithm
  7. Also accuracy score of each algorithm is calculated for comparison purpose with other algorithms
github-actions[bot] commented 3 months ago

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

invigorzz313 commented 3 months ago

image

There are multiple projects' files in this repo. Please look into that. (Each PR's files must be committed to a unique branch)

Niketkumardheeryan commented 2 months ago

@priyankeshh ?