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agent-based-models

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An autonomous Intelligent Agent that predicts sleep disorder risk end to end: it cleans the data, encodes features, selects the most informative ones with mutual information, rebalances classes with SMOTE, then benchmarks Random Forest against KNN over 10 repeated splits and automatically picks the best model.

  • Updated Oct 11, 2026
  • Python

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