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Predicting player postion using his stats and height which we scraped it from the official espn website

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HishamM1/nba-players-position-predictor

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NBA-players-position-predictor

Project Description

Predicting player position based his statistics and height which we scraped it from the official espn website.

Technologies

  • Python
  • Jupyter
  • Pandas
  • Sklearn
  • Seaborn & Matplotlib
  • BeautifulSoap

Final Conclusion

  • Best Accuracy Score: Naïve Bayes Model 89%
  • Best Classification Report: Naïve Bayes Model Precison: 88% Recall: 88% F1 Score: 88%
  • Best Overall Model: Naïve Bayes Model

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Predicting player postion using his stats and height which we scraped it from the official espn website

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