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#839 Added CS:GO Round Winner Classification #856

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priyankeshh
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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

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@invigorzz313
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image

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

@Niketkumardheeryan
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@priyankeshh any update??

@priyankeshh priyankeshh deleted the csgo branch July 20, 2024 18:00
@priyankeshh
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@Niketkumardheeryan ive created a new PR fixing this

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3 participants