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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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#839 Added CS:GO Round Winner Classification #856

Open priyankeshh opened 6 days ago

priyankeshh commented 6 days ago

DESCRIPTION

This is a classification problem where we we predict who wins individual snapshots of rounds. We use Logistic Regression, Decision Tree and Random Forest Classifier

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 6 days ago

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invigorzz313 commented 3 days ago

image

There are multiple projects' files in this PR. look into that.