{
  "test1": {
    "IS": {
      "DEEP_NEG": {
        "n": 532,
        "hold_rate": 0.5827
      },
      "NEG": {
        "n": 4712,
        "hold_rate": 0.3654
      },
      "LOW_POS": {
        "n": 9184,
        "hold_rate": 0.4929
      },
      "MID_POS": {
        "n": 8588,
        "hold_rate": 0.5883
      },
      "HIGH_POS": {
        "n": 5227,
        "hold_rate": 0.7345
      },
      "EXTREME_POS": {
        "n": 1364,
        "hold_rate": 0.8021
      }
    },
    "OOS": {
      "DEEP_NEG": {
        "n": 760,
        "hold_rate": 0.7803
      },
      "NEG": {
        "n": 864,
        "hold_rate": 0.6968
      },
      "LOW_POS": {
        "n": 2853,
        "hold_rate": 0.6172
      },
      "MID_POS": {
        "n": 10276,
        "hold_rate": 0.641
      },
      "HIGH_POS": {
        "n": 6005,
        "hold_rate": 0.7392
      },
      "EXTREME_POS": {
        "n": 1922,
        "hold_rate": 0.8325
      }
    },
    "ALL": {
      "DEEP_NEG": {
        "n": 1292,
        "hold_rate": 0.6989
      },
      "NEG": {
        "n": 5576,
        "hold_rate": 0.4168
      },
      "LOW_POS": {
        "n": 12037,
        "hold_rate": 0.5224
      },
      "MID_POS": {
        "n": 18864,
        "hold_rate": 0.617
      },
      "HIGH_POS": {
        "n": 11232,
        "hold_rate": 0.737
      },
      "EXTREME_POS": {
        "n": 3286,
        "hold_rate": 0.8198
      }
    }
  },
  "test2": {
    "OOS": {
      "vwap_plus1": {
        "DEEP_NEG": {
          "n": 159,
          "hold_rate": 0.9308
        },
        "NEG": {
          "n": 137,
          "hold_rate": 0.854
        },
        "LOW_POS": {
          "n": 302,
          "hold_rate": 0.6556
        },
        "MID_POS": {
          "n": 2214,
          "hold_rate": 0.6933
        },
        "HIGH_POS": {
          "n": 1363,
          "hold_rate": 0.7373
        },
        "EXTREME_POS": {
          "n": 464,
          "hold_rate": 0.8556
        }
      },
      "vwap_plus2": {
        "DEEP_NEG": {
          "n": 37,
          "hold_rate": 0.8919
        },
        "NEG": {
          "n": 60,
          "hold_rate": 0.7167
        },
        "LOW_POS": {
          "n": 255,
          "hold_rate": 0.7294
        },
        "MID_POS": {
          "n": 1222,
          "hold_rate": 0.6776
        },
        "HIGH_POS": {
          "n": 1034,
          "hold_rate": 0.8153
        },
        "EXTREME_POS": {
          "n": 596,
          "hold_rate": 0.8842
        }
      },
      "vwap_minus1": {
        "DEEP_NEG": {
          "n": 136,
          "hold_rate": 0.625
        },
        "NEG": {
          "n": 170,
          "hold_rate": 0.6706
        },
        "LOW_POS": {
          "n": 592,
          "hold_rate": 0.5676
        },
        "MID_POS": {
          "n": 1312,
          "hold_rate": 0.6341
        },
        "HIGH_POS": {
          "n": 674,
          "hold_rate": 0.6914
        },
        "EXTREME_POS": {
          "n": 140,
          "hold_rate": 0.7786
        }
      },
      "vwap": {
        "DEEP_NEG": {
          "n": 55,
          "hold_rate": 0.8
        },
        "NEG": {
          "n": 91,
          "hold_rate": 0.7363
        },
        "LOW_POS": {
          "n": 294,
          "hold_rate": 0.6293
        },
        "MID_POS": {
          "n": 987,
          "hold_rate": 0.6231
        },
        "HIGH_POS": {
          "n": 335,
          "hold_rate": 0.7493
        },
        "EXTREME_POS": {
          "n": 54,
          "hold_rate": 0.8333
        }
      },
      "swing_high_2h": {
        "DEEP_NEG": {
          "n": 66,
          "hold_rate": 0.7727
        },
        "NEG": {
          "n": 38,
          "hold_rate": 0.8158
        },
        "LOW_POS": {
          "n": 98,
          "hold_rate": 0.6939
        },
        "MID_POS": {
          "n": 638,
          "hold_rate": 0.6646
        },
        "HIGH_POS": {
          "n": 464,
          "hold_rate": 0.8254
        },
        "EXTREME_POS": {
          "n": 150,
          "hold_rate": 0.88
        }
      },
      "vwap_minus2": {
        "DEEP_NEG": {
          "n": 71,
          "hold_rate": 0.7324
        },
        "NEG": {
          "n": 96,
          "hold_rate": 0.5
        },
        "LOW_POS": {
          "n": 300,
          "hold_rate": 0.5867
        },
        "MID_POS": {
          "n": 731,
          "hold_rate": 0.5595
        },
        "HIGH_POS": {
          "n": 376,
          "hold_rate": 0.609
        },
        "EXTREME_POS": {
          "n": 26,
          "hold_rate": 0.4615
        }
      },
      "session_high": {
        "DEEP_NEG": {
          "n": 3,
          "hold_rate": 1.0
        },
        "NEG": {
          "n": 17,
          "hold_rate": 0.8235
        },
        "LOW_POS": {
          "n": 79,
          "hold_rate": 0.6329
        },
        "MID_POS": {
          "n": 507,
          "hold_rate": 0.6469
        },
        "HIGH_POS": {
          "n": 401,
          "hold_rate": 0.8379
        },
        "EXTREME_POS": {
          "n": 137,
          "hold_rate": 0.8759
        }
      },
      "swing_low_2h": {
        "DEEP_NEG": {
          "n": 48,
          "hold_rate": 0.6042
        },
        "NEG": {
          "n": 42,
          "hold_rate": 0.6429
        },
        "LOW_POS": {
          "n": 180,
          "hold_rate": 0.5389
        },
        "MID_POS": {
          "n": 390,
          "hold_rate": 0.5641
        },
        "HIGH_POS": {
          "n": 220,
          "hold_rate": 0.5318
        },
        "EXTREME_POS": {
          "n": 59,
          "hold_rate": 0.5593
        }
      },
      "developing_vpoc": {
        "DEEP_NEG": {
          "n": 22,
          "hold_rate": 0.6818
        },
        "NEG": {
          "n": 35,
          "hold_rate": 0.7143
        },
        "LOW_POS": {
          "n": 123,
          "hold_rate": 0.5935
        },
        "MID_POS": {
          "n": 424,
          "hold_rate": 0.5849
        },
        "HIGH_POS": {
          "n": 194,
          "hold_rate": 0.6856
        },
        "EXTREME_POS": {
          "n": 63,
          "hold_rate": 0.746
        }
      },
      "session_low": {
        "DEEP_NEG": {
          "n": 10,
          "hold_rate": 1.0
        },
        "NEG": {
          "n": 30,
          "hold_rate": 0.6
        },
        "LOW_POS": {
          "n": 142,
          "hold_rate": 0.5282
        },
        "MID_POS": {
          "n": 321,
          "hold_rate": 0.5514
        },
        "HIGH_POS": {
          "n": 169,
          "hold_rate": 0.5148
        },
        "EXTREME_POS": {
          "n": 20,
          "hold_rate": 0.55
        }
      },
      "lvn": {
        "DEEP_NEG": {
          "n": 11,
          "hold_rate": 0.8182
        },
        "NEG": {
          "n": 14,
          "hold_rate": 0.3571
        },
        "LOW_POS": {
          "n": 40,
          "hold_rate": 0.5
        },
        "MID_POS": {
          "n": 154,
          "hold_rate": 0.6494
        },
        "HIGH_POS": {
          "n": 98,
          "hold_rate": 0.7143
        },
        "EXTREME_POS": {
          "n": 28,
          "hold_rate": 0.8571
        }
      },
      "round_number": {
        "DEEP_NEG": {
          "n": 11,
          "hold_rate": 0.7273
        },
        "NEG": {
          "n": 9,
          "hold_rate": 0.6667
        },
        "LOW_POS": {
          "n": 36,
          "hold_rate": 0.5
        },
        "MID_POS": {
          "n": 105,
          "hold_rate": 0.619
        },
        "HIGH_POS": {
          "n": 40,
          "hold_rate": 0.65
        },
        "EXTREME_POS": {
          "n": 9,
          "hold_rate": 0.8889
        }
      },
      "top_oi_strikes": {
        "DEEP_NEG": {
          "n": 6,
          "hold_rate": 0.6667
        },
        "NEG": {
          "n": 15,
          "hold_rate": 0.6
        },
        "LOW_POS": {
          "n": 38,
          "hold_rate": 0.7368
        },
        "MID_POS": {
          "n": 105,
          "hold_rate": 0.6476
        },
        "HIGH_POS": {
          "n": 60,
          "hold_rate": 0.8333
        },
        "EXTREME_POS": {
          "n": 20,
          "hold_rate": 0.7
        }
      },
      "or15_high": {
        "DEEP_NEG": {
          "n": 11,
          "hold_rate": 0.9091
        },
        "NEG": {
          "n": 11,
          "hold_rate": 0.9091
        },
        "LOW_POS": {
          "n": 33,
          "hold_rate": 0.4545
        },
        "MID_POS": {
          "n": 104,
          "hold_rate": 0.5962
        },
        "HIGH_POS": {
          "n": 40,
          "hold_rate": 0.85
        },
        "EXTREME_POS": {
          "n": 15,
          "hold_rate": 0.8667
        }
      },
      "ib_high": {
        "DEEP_NEG": {
          "n": 4,
          "hold_rate": 1.0
        },
        "NEG": {
          "n": 10,
          "hold_rate": 0.8
        },
        "LOW_POS": {
          "n": 20,
          "hold_rate": 0.8
        },
        "MID_POS": {
          "n": 76,
          "hold_rate": 0.6711
        },
        "HIGH_POS": {
          "n": 64,
          "hold_rate": 0.7344
        },
        "EXTREME_POS": {
          "n": 23,
          "hold_rate": 0.8696
        }
      }
    }
  },
  "test3": {
    "OOS": {
      "morning": {
        "DEEP_NEG": null,
        "NEG": 0.4505,
        "LOW_POS": 0.4827,
        "MID_POS": 0.5437,
        "HIGH_POS": 0.6174,
        "EXTREME_POS": 0.5417
      },
      "midday": {
        "DEEP_NEG": 0.697,
        "NEG": 0.6706,
        "LOW_POS": 0.5964,
        "MID_POS": 0.6893,
        "HIGH_POS": 0.7307,
        "EXTREME_POS": 0.7965
      },
      "afternoon": {
        "DEEP_NEG": 0.7773,
        "NEG": 0.7611,
        "LOW_POS": 0.7118,
        "MID_POS": 0.7511,
        "HIGH_POS": 0.8143,
        "EXTREME_POS": 0.9036
      },
      "close": {
        "DEEP_NEG": 0.7877,
        "NEG": 0.7412,
        "LOW_POS": 0.823,
        "MID_POS": 0.8125,
        "HIGH_POS": 0.7876,
        "EXTREME_POS": 0.7135
      }
    }
  },
  "test4": {
    "OOS": {
      "First Touch": {
        "DEEP_NEG": 0.777,
        "NEG": 0.6843,
        "LOW_POS": 0.6011,
        "MID_POS": 0.6307,
        "HIGH_POS": 0.7289,
        "EXTREME_POS": 0.8324
      },
      "Retest": {
        "DEEP_NEG": 0.791,
        "NEG": 0.75,
        "LOW_POS": 0.7139,
        "MID_POS": 0.7199,
        "HIGH_POS": 0.8076,
        "EXTREME_POS": 0.8328
      }
    }
  },
  "test5": {
    "Binary": {
      "auc_is": 0.6306,
      "auc_oos": 0.6391,
      "brier_is": 0.2338,
      "brier_oos": 0.2153
    },
    "6-Tier OneHot": {
      "auc_is": 0.6711,
      "auc_oos": 0.6288,
      "brier_is": 0.225,
      "brier_oos": 0.212
    },
    "6-Tier Ordinal": {
      "auc_is": 0.6678,
      "auc_oos": 0.6218,
      "brier_is": 0.2259,
      "brier_oos": 0.2146
    },
    "Continuous GEX": {
      "auc_is": 0.6735,
      "auc_oos": 0.628,
      "brier_is": 0.2248,
      "brier_oos": 0.2152
    }
  },
  "test6": {
    "Binary": {
      "auc_is": 0.6306,
      "auc_oos": 0.6391,
      "brier_is": 0.2338,
      "brier_oos": 0.2153
    },
    "6-Tier OneHot": {
      "auc_is": 0.6711,
      "auc_oos": 0.6288,
      "brier_is": 0.225,
      "brier_oos": 0.212
    },
    "6-Tier Ordinal": {
      "auc_is": 0.6678,
      "auc_oos": 0.6218,
      "brier_is": 0.2259,
      "brier_oos": 0.2146
    },
    "Continuous GEX": {
      "auc_is": 0.6735,
      "auc_oos": 0.628,
      "brier_is": 0.2248,
      "brier_oos": 0.2152
    }
  },
  "test7": {
    "velocity_model_auc_oos": 0.6245,
    "velocity_model_brier_oos": 0.2135,
    "tier_velocity": {
      "DEEP_NEG": {
        "rising_rate": 0.7863,
        "falling_rate": 0.7792
      },
      "NEG": {
        "rising_rate": 0.8343,
        "falling_rate": 0.6633
      },
      "LOW_POS": {
        "rising_rate": 0.5923,
        "falling_rate": 0.6275
      },
      "MID_POS": {
        "rising_rate": 0.6134,
        "falling_rate": 0.6734
      },
      "HIGH_POS": {
        "rising_rate": 0.731,
        "falling_rate": 0.7602
      },
      "EXTREME_POS": {
        "rising_rate": 0.8495,
        "falling_rate": 0.7477
      }
    }
  },
  "test8": {
    "OOS": {
      "DEEP_NEG": {
        "low_0dte_rate": 0.7803,
        "high_0dte_rate": null
      },
      "NEG": {
        "low_0dte_rate": 0.6968,
        "high_0dte_rate": null
      },
      "LOW_POS": {
        "low_0dte_rate": 0.6175,
        "high_0dte_rate": null
      },
      "MID_POS": {
        "low_0dte_rate": 0.6629,
        "high_0dte_rate": 0.6012
      },
      "HIGH_POS": {
        "low_0dte_rate": 0.7368,
        "high_0dte_rate": 0.7393
      },
      "EXTREME_POS": {
        "low_0dte_rate": null,
        "high_0dte_rate": 0.8325
      }
    }
  }
}