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{
"failure_predictor": {
"auc_roc": 0.8538,
"f1_score": 0.7723,
"accuracy": 0.7523,
"cv_auc_mean": 0.8225,
"cv_auc_std": 0.0091,
"n_train": 6633,
"n_test": 1659,
"features": [
"session_duration_minutes",
"break_count",
"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": {
"accuracy": 0.8847,
"macro_f1": 0.8297,
"classes": [
"hare",
"hybrid",
"turtle"
],
"n_train": 6000,
"n_test": 1500,
"features": [
"session_duration_minutes",
"break_count",
"distraction_events",
"stress_level",
"motivation_level",
"previous_completion_rate",
"deadline_days_remaining"
]
},
"distraction_scorer": {
"rmse": 0.0079,
"r2": 0.9968,
"n_train": 6000,
"n_test": 1500,
"features": [
"distraction_events",
"social_media_minutes_before",
"break_count",
"session_duration_minutes",
"focus_score"
]
}
}