{
  "optimal_thresholds": {
    "0.85": {
      "threshold": 0.5,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100
    },
    "0.9": {
      "threshold": 0.5,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100
    },
    "0.95": {
      "threshold": 0.5,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100
    }
  },
  "summary_statistics": {
    "n_samples": 100,
    "mean_confidence": 0.9788418018817902,
    "median_confidence": 0.9999498724937439,
    "overall_accuracy": 0.96
  },
  "threshold_statistics": [
    {
      "threshold": 0.5,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.51,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.52,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.53,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.54,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.55,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.56,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.5700000000000001,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.5800000000000001,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.5900000000000001,
      "accuracy": 0.96,
      "acceptance_rate": 1.0,
      "n_accepted": 100,
      "n_correct": 96
    },
    {
      "threshold": 0.6000000000000001,
      "accuracy": 0.9595959595959596,
      "acceptance_rate": 0.99,
      "n_accepted": 99,
      "n_correct": 95
    },
    {
      "threshold": 0.6100000000000001,
      "accuracy": 0.9595959595959596,
      "acceptance_rate": 0.99,
      "n_accepted": 99,
      "n_correct": 95
    },
    {
      "threshold": 0.6200000000000001,
      "accuracy": 0.9595959595959596,
      "acceptance_rate": 0.99,
      "n_accepted": 99,
      "n_correct": 95
    },
    {
      "threshold": 0.6300000000000001,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6400000000000001,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6500000000000001,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6600000000000001,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6700000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6800000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.6900000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.7000000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.7100000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.7200000000000002,
      "accuracy": 0.9591836734693877,
      "acceptance_rate": 0.98,
      "n_accepted": 98,
      "n_correct": 94
    },
    {
      "threshold": 0.7300000000000002,
      "accuracy": 0.9690721649484536,
      "acceptance_rate": 0.97,
      "n_accepted": 97,
      "n_correct": 94
    },
    {
      "threshold": 0.7400000000000002,
      "accuracy": 0.9690721649484536,
      "acceptance_rate": 0.97,
      "n_accepted": 97,
      "n_correct": 94
    },
    {
      "threshold": 0.7500000000000002,
      "accuracy": 0.9690721649484536,
      "acceptance_rate": 0.97,
      "n_accepted": 97,
      "n_correct": 94
    },
    {
      "threshold": 0.7600000000000002,
      "accuracy": 0.9690721649484536,
      "acceptance_rate": 0.97,
      "n_accepted": 97,
      "n_correct": 94
    },
    {
      "threshold": 0.7700000000000002,
      "accuracy": 0.9791666666666666,
      "acceptance_rate": 0.96,
      "n_accepted": 96,
      "n_correct": 94
    },
    {
      "threshold": 0.7800000000000002,
      "accuracy": 0.9791666666666666,
      "acceptance_rate": 0.96,
      "n_accepted": 96,
      "n_correct": 94
    },
    {
      "threshold": 0.7900000000000003,
      "accuracy": 0.9791666666666666,
      "acceptance_rate": 0.96,
      "n_accepted": 96,
      "n_correct": 94
    },
    {
      "threshold": 0.8000000000000003,
      "accuracy": 0.9789473684210527,
      "acceptance_rate": 0.95,
      "n_accepted": 95,
      "n_correct": 93
    },
    {
      "threshold": 0.8100000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8200000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8300000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8400000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8500000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8600000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8700000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8800000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.8900000000000003,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9000000000000004,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9100000000000004,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9200000000000004,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9300000000000004,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9400000000000004,
      "accuracy": 0.9787234042553191,
      "acceptance_rate": 0.94,
      "n_accepted": 94,
      "n_correct": 92
    },
    {
      "threshold": 0.9500000000000004,
      "accuracy": 0.989010989010989,
      "acceptance_rate": 0.91,
      "n_accepted": 91,
      "n_correct": 90
    },
    {
      "threshold": 0.9600000000000004,
      "accuracy": 0.9887640449438202,
      "acceptance_rate": 0.89,
      "n_accepted": 89,
      "n_correct": 88
    },
    {
      "threshold": 0.9700000000000004,
      "accuracy": 0.9886363636363636,
      "acceptance_rate": 0.88,
      "n_accepted": 88,
      "n_correct": 87
    },
    {
      "threshold": 0.9800000000000004,
      "accuracy": 0.9885057471264368,
      "acceptance_rate": 0.87,
      "n_accepted": 87,
      "n_correct": 86
    },
    {
      "threshold": 0.9900000000000004,
      "accuracy": 1.0,
      "acceptance_rate": 0.84,
      "n_accepted": 84,
      "n_correct": 84
    }
  ]
}