{
  "settings": {
    "H_diag": [
      12.0,
      1.0
    ],
    "history_rank": 1,
    "beta": 0.0,
    "rho": 0.15,
    "alpha": 0.08
  },
  "ridge_sweep": [
    {
      "lambda": 0.01,
      "q_supported": 8.0,
      "pred_eta_c": 0.16944022006566214,
      "observed_eta_c": 0.16944021990785862
    },
    {
      "lambda": 0.03,
      "q_supported": 2.6666666666666665,
      "pred_eta_c": 0.17300720981557466,
      "observed_eta_c": 0.17300720965444916
    },
    {
      "lambda": 0.1,
      "q_supported": 0.7999999999999999,
      "pred_eta_c": 0.18552857416465315,
      "observed_eta_c": 0.1855285739918662
    },
    {
      "lambda": 0.3,
      "q_supported": 0.2666666666666667,
      "pred_eta_c": 0.22161990666885176,
      "observed_eta_c": 0.22161990646245222
    },
    {
      "lambda": 1.0,
      "q_supported": 0.08,
      "pred_eta_c": 0.35161533963006575,
      "observed_eta_c": 0.3516153393025986
    }
  ],
  "rho_sweep": [
    {
      "rho": 0.01,
      "q_supported": 0.9300423964877367,
      "pred_eta_c": 0.17920330008188426,
      "observed_eta_c": 0.17920329991498815
    },
    {
      "rho": 0.03,
      "q_supported": 0.925364020483438,
      "pred_eta_c": 0.18010930074803966,
      "observed_eta_c": 0.18010930058029978
    },
    {
      "rho": 0.1,
      "q_supported": 0.9093851090223597,
      "pred_eta_c": 0.183274022208086,
      "observed_eta_c": 0.1832740220373988
    },
    {
      "rho": 0.3,
      "q_supported": 0.8668699773347487,
      "pred_eta_c": 0.19226258957438436,
      "observed_eta_c": 0.19226258939532587
    },
    {
      "rho": 1.0,
      "q_supported": 0.7470105041893454,
      "pred_eta_c": 0.2231115435887117,
      "observed_eta_c": 0.22311154338092293
    }
  ],
  "alpha_sweep": [
    {
      "alpha": 0.0,
      "q_unsupported": 0.0,
      "q_supported": 0.8953718954644683
    },
    {
      "alpha": 0.02,
      "q_unsupported": 0.19999999999999998,
      "q_supported": 0.8961124762031976
    },
    {
      "alpha": 0.1,
      "q_unsupported": 1.0,
      "q_supported": 0.8990747991581146
    },
    {
      "alpha": 0.3,
      "q_unsupported": 2.999999999999999,
      "q_supported": 0.9064806065454075
    },
    {
      "alpha": 1.0,
      "q_unsupported": 9.999999999999998,
      "q_supported": 0.9324009324009325
    }
  ],
  "comparison": {
    "baseline_mean_final_loss": 1.51061041334316,
    "baseline_std": 1.1749449835694128,
    "idea_mean_final_loss": 0.023164136714934704,
    "idea_std": 0.004146994793258983,
    "eta": 0.055
  },
  "checks": {
    "ridge_predicted_monotonic": true,
    "ridge_observed_monotonic": true,
    "rho_predicted_monotonic": true,
    "rho_observed_monotonic": true,
    "unsupported_zero_at_alpha0": true,
    "unsupported_increases_with_alpha": true
  }
}