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    "f1_score": 0.7723,
    "accuracy": 0.7523,
    "cv_auc_mean": 0.8225,
    "cv_auc_std": 0.0091,
    "n_train": 6633,
    "n_test": 1659,
    "features": [
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      "social_media_minutes_before",
      "task_complexity",
      "work_style_score",
      "time_of_day_hour",
      "day_of_week",
      "stress_level",
      "sleep_hours",
      "distraction_events",
      "deadline_days_remaining",
      "previous_completion_rate",
      "focus_score",
      "motivation_level",
      "study_hours_weekly"
    ]
  },
  "work_style_classifier": {
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    "macro_f1": 0.8297,
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}