1{
  2  "settings": {
  3    "H_diag": [
  4      12.0,
  5      1.0
  6    ],
  7    "history_rank": 1,
  8    "beta": 0.0,
  9    "rho": 0.15,
 10    "alpha": 0.08
 11  },
 12  "ridge_sweep": [
 13    {
 14      "lambda": 0.01,
 15      "q_supported": 8.0,
 16      "pred_eta_c": 0.16944022006566214,
 17      "observed_eta_c": 0.16944021990785862
 18    },
 19    {
 20      "lambda": 0.03,
 21      "q_supported": 2.6666666666666665,
 22      "pred_eta_c": 0.17300720981557466,
 23      "observed_eta_c": 0.17300720965444916
 24    },
 25    {
 26      "lambda": 0.1,
 27      "q_supported": 0.7999999999999999,
 28      "pred_eta_c": 0.18552857416465315,
 29      "observed_eta_c": 0.1855285739918662
 30    },
 31    {
 32      "lambda": 0.3,
 33      "q_supported": 0.2666666666666667,
 34      "pred_eta_c": 0.22161990666885176,
 35      "observed_eta_c": 0.22161990646245222
 36    },
 37    {
 38      "lambda": 1.0,
 39      "q_supported": 0.08,
 40      "pred_eta_c": 0.35161533963006575,
 41      "observed_eta_c": 0.3516153393025986
 42    }
 43  ],
 44  "rho_sweep": [
 45    {
 46      "rho": 0.01,
 47      "q_supported": 0.9300423964877367,
 48      "pred_eta_c": 0.17920330008188426,
 49      "observed_eta_c": 0.17920329991498815
 50    },
 51    {
 52      "rho": 0.03,
 53      "q_supported": 0.925364020483438,
 54      "pred_eta_c": 0.18010930074803966,
 55      "observed_eta_c": 0.18010930058029978
 56    },
 57    {
 58      "rho": 0.1,
 59      "q_supported": 0.9093851090223597,
 60      "pred_eta_c": 0.183274022208086,
 61      "observed_eta_c": 0.1832740220373988
 62    },
 63    {
 64      "rho": 0.3,
 65      "q_supported": 0.8668699773347487,
 66      "pred_eta_c": 0.19226258957438436,
 67      "observed_eta_c": 0.19226258939532587
 68    },
 69    {
 70      "rho": 1.0,
 71      "q_supported": 0.7470105041893454,
 72      "pred_eta_c": 0.2231115435887117,
 73      "observed_eta_c": 0.22311154338092293
 74    }
 75  ],
 76  "alpha_sweep": [
 77    {
 78      "alpha": 0.0,
 79      "q_unsupported": 0.0,
 80      "q_supported": 0.8953718954644683
 81    },
 82    {
 83      "alpha": 0.02,
 84      "q_unsupported": 0.19999999999999998,
 85      "q_supported": 0.8961124762031976
 86    },
 87    {
 88      "alpha": 0.1,
 89      "q_unsupported": 1.0,
 90      "q_supported": 0.8990747991581146
 91    },
 92    {
 93      "alpha": 0.3,
 94      "q_unsupported": 2.999999999999999,
 95      "q_supported": 0.9064806065454075
 96    },
 97    {
 98      "alpha": 1.0,
 99      "q_unsupported": 9.999999999999998,
100      "q_supported": 0.9324009324009325
101    }
102  ],
103  "comparison": {
104    "baseline_mean_final_loss": 1.51061041334316,
105    "baseline_std": 1.1749449835694128,
106    "idea_mean_final_loss": 0.023164136714934704,
107    "idea_std": 0.004146994793258983,
108    "eta": 0.055
109  },
110  "checks": {
111    "ridge_predicted_monotonic": true,
112    "ridge_observed_monotonic": true,
113    "rho_predicted_monotonic": true,
114    "rho_observed_monotonic": true,
115    "unsupported_zero_at_alpha0": true,
116    "unsupported_increases_with_alpha": true
117  }
118}