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Image Credit: Arxiv

Predicting human decisions with behavioral theories and machine learning

  • Predicting human decisions under risk and uncertainty remains a fundamental challenge.
  • BEAST Gradient Boosting (BEAST-GB) is a hybrid model integrating behavioral theory and machine learning.
  • BEAST-GB predicts risky choice more accurately than neural networks and existing behavioral models.
  • Integrating machine learning with behavioral theory improves the ability to predict and understand human behavior.

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