{
  "seed": 2403,
  "n_fine": 127,
  "levels": [
    3,
    7,
    15,
    31,
    63
  ],
  "full_space_identity_max_relative_error": 1.4850499130563025e-15,
  "riesz_postprocess_seconds": 0.26251992100151256,
  "predictions": {
    "lower_bound_fraction": {
      "3": 1.0,
      "7": 1.0,
      "15": 1.0,
      "31": 1.0,
      "63": 1.0
    },
    "nested_min_increment": {
      "3": {
        "min_increment": 0.005010460773781034,
        "max_monotonicity_violation": 0.0
      },
      "7": {
        "min_increment": 1.8801377225260878,
        "max_monotonicity_violation": 0.0
      },
      "15": {
        "min_increment": 0.7805939898089544,
        "max_monotonicity_violation": 0.0
      },
      "31": {
        "min_increment": 0.3529044480826702,
        "max_monotonicity_violation": 0.0
      }
    },
    "mean_relative_gap_to_oracle": {
      "3": 0.8675213715622868,
      "7": 0.8197039100263613,
      "15": 0.35951632777513337,
      "31": 0.1488946401262059,
      "63": 0.07408700761363693
    },
    "max_relative_gap_to_oracle": {
      "3": 0.9452925411706398,
      "7": 0.9382684331139224,
      "15": 0.5150498781840614,
      "31": 0.34395191989083995,
      "63": 0.22327775905236358
    },
    "interpretation": "All scores must be <= oracle; nested increments must be >= 0; gaps should decrease with level."
  },
  "selection": {
    "raw_training_loss": {
      "checkpoint": 99,
      "oracle_error": 4.388141754231145
    },
    "riesz": {
      "3": {
        "checkpoint": 98,
        "score": 0.2576476866504733,
        "oracle_error": 4.562263615508494
      },
      "7": {
        "checkpoint": 99,
        "score": 0.2843366200839734,
        "oracle_error": 4.388141754231145
      },
      "15": {
        "checkpoint": 99,
        "score": 2.204120770884262,
        "oracle_error": 4.388141754231145
      },
      "31": {
        "checkpoint": 98,
        "score": 2.9930642859062226,
        "oracle_error": 4.562263615508494
      },
      "63": {
        "checkpoint": 98,
        "score": 3.638634542442767,
        "oracle_error": 4.562263615508494
      }
    },
    "oracle_best": {
      "checkpoint": 99,
      "oracle_error": 4.388141754231145
    },
    "spearman_rank_correlation": {
      "3": 0.9903750375037502,
      "7": 0.9939393939393938,
      "15": 0.9983798379837983,
      "31": 0.9990399039903989,
      "63": 0.9993519351935193
    }
  },
  "oracle_error_range": [
    4.388141754231145,
    16.067363225599053
  ],
  "postprocess_solves": 500
}