{
  "feature_columns": [
    "grid_position",
    "rolling_avg_finish_3",
    "rolling_avg_finish_5",
    "season_points_pct",
    "track_avg_finish",
    "track_best_finish",
    "track_starts",
    "dnf_rate_rolling_10",
    "quali_delta_teammate",
    "practice_pace_pct",
    "tyre_deg_rate",
    "constructor_avg_finish_5",
    "constructor_dnf_rate_10",
    "constructor_season_points_pct",
    "constructor_avg_speed_trap",
    "pit_stop_avg_ms",
    "air_temp",
    "track_temp",
    "rainfall",
    "safety_car_prob",
    "grid_position_sq"
  ],
  "target_column": "is_winner",
  "model_type": "ensemble",
  "training_years": "2014-2023",
  "test_years": "2024-2025"
}