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{
  "selected_config": {
    "name": "plain_l2_c0.25",
    "class_weight": null,
    "C": 0.25
  },
  "selection_metric": "macro_f1 then avg_excess_cost_tokens_vs_oracle after validation-based early stopping",
  "dev_metrics_before_refit": {
    "n_examples": 416,
    "accuracy": 0.569712,
    "macro_f1": 0.267917,
    "realized_solve_rate": 0.627404,
    "avg_total_tokens": 51731.351,
    "avg_model_calls": 15.312,
    "avg_wall_time_seconds": 89.666,
    "avg_excess_cost_tokens_vs_oracle": 19073.486,
    "missed_success_rate": 0.323834
  },
  "loss_history_epochs": 30,
  "early_stopping_metric": "dev_log_loss",
  "selected_epoch": 1,
  "best_dev_log_loss": 1.177944,
  "feature_dimensions": {
    "source_cardinality": 63,
    "domain_cardinality": 155,
    "total_feature_dim": 220
  },
  "label_counts_train": {
    "baseline_llm": 1898,
    "single_agent": 768,
    "none": 244,
    "per": 292,
    "broadcast": 140
  },
  "label_counts_dev": {
    "baseline_llm": 237,
    "single_agent": 96,
    "per": 36,
    "none": 30,
    "broadcast": 17
  },
  "label_counts_test": {
    "baseline_llm": 238,
    "none": 32,
    "single_agent": 97,
    "broadcast": 18,
    "per": 38
  },
  "features": [
    "source",
    "domain",
    "difficulty",
    "difficulty_tier"
  ]
}