{ "version": "generic-v1", "algorithm_id": "linear-budget-history-v1", "supported_preference_strategies": ["numeric_linear"], "minimum_confidence": 0.8, "maximum_price_age_hours": 48, "optional_constraint_penalty_points": 5, "missing_preference_score": 0, "product_weight": 0.6, "price_weight": 0.4, "budget_weight": 0.4, "history_weight": 0.6, "history_window_days": 90, "minimum_history_days": 3, "history_discount_for_max_score": 0.2, "classification_upper_bounds": [ {"upper": 60, "inclusive": false, "label": "IGNORE"}, {"upper": 75, "inclusive": false, "label": "WATCH"}, {"upper": 85, "inclusive": false, "label": "GOOD"}, {"upper": 92, "inclusive": true, "label": "VERY_GOOD"}, {"upper": 100, "inclusive": true, "label": "EXCEPTIONAL"} ] }