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A Comparison Between Machine Learning and Logistic Regression Models Predicting the NBA MVP Winner Using Different Types of Statistics

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NBA MVP Prediction Models

A Comparison Between Machine Learning and Logistic Regression Models Predicting the NBA MVP Winner Using Different Types of Statistics

Models

  1. Basic Statistics (PPG, APG, RPG, SPG, BPG, Wins)
  2. Advanced Statistics (PER, WS48, BPM, VORP)
  3. Basic & Advanced Statistics (above statistics combined)

Criteria

  • For basic statistics model, must have played at least 41 games with 20+ minutes in each
  • For advanced statistics model, must have played at least 820 minutes in a season

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A Comparison Between Machine Learning and Logistic Regression Models Predicting the NBA MVP Winner Using Different Types of Statistics

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