{
  "config": {
    "topNs": [
      2,
      3,
      4,
      5
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "ADBE"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "maxHoldings": 5,
    "minHoldings": 2,
    "fallbackTicker": "VOO",
    "riskOffEnabled": true,
    "adaptationSpeed": "balanced",
    "benchmarkTicker": "VOO"
  },
  "ticker": "ADBE",
  "fitScope": "universe_conditioned",
  "algorithm": "aptet",
  "bestCombo": {
    "topN": 2,
    "ticker": "ADBE",
    "hitRates": {
      "1": 1,
      "5": 0,
      "10": 0
    },
    "hitRate1D": 1,
    "comboQuality": 0.7073209624445893,
    "eligibleDays": 315,
    "fitnessScore": 0.5441297527955612,
    "lookbackDays": 45,
    "returnLift1D": 0.0040475817551366,
    "hitRateLift1D": 0.5031847133757962,
    "activationRate": 0.009523809523809525,
    "activationCount": 3,
    "baselineHitRates": {
      "1": 0.4968152866242038,
      "5": 0.45483870967741935,
      "10": 0.4360655737704918
    },
    "sampleConfidence": 0.663014084041408,
    "shadowSharpeLike": 1.1603372865937525,
    "avgForwardReturns": {
      "1": 0.002691969902769061,
      "5": -0.005991074192539932,
      "10": -0.061405882047100326
    },
    "shadowMaxDrawdown": -0.000500000000000056,
    "shadowTotalReturn": 0.0070860315868119805,
    "avgForwardReturn1D": 0.002691969902769061,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-12-18",
      "2025-12-19",
      "2025-12-22"
    ],
    "horizonObservationCounts": {
      "1": 3,
      "5": 3,
      "10": 3
    },
    "baselineAvgForwardReturns": {
      "1": -0.0013556118523675386,
      "5": -0.0061820642921302975,
      "10": -0.013242641802248956
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.7073209624445893,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.052094972689192234,
    "bestRawFitnessScore": 0.5441297527955612,
    "upperQuartileComboQuality": 0.1286871749126159
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.140899576912239,
    "rawScore": 0.16636811468008836,
    "confidence": 0.6938290992018132,
    "bestProfile": {
      "topN": 2,
      "lookbackDays": 45
    },
    "profileBreadth": 0.040045867450154086,
    "recommendedRegion": {
      "topNs": [
        2
      ],
      "lookbackDays": [
        45
      ]
    },
    "parameterStability": 0.03630093754784552,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 1,
      "comboQuality": 0.7073209624445893,
      "eligibleDays": 315,
      "fitnessScore": 0.5441297527955612,
      "lookbackDays": 45,
      "returnLift1D": 0.0040475817551366,
      "hitRateLift1D": 0.5031847133757962,
      "activationRate": 0.009523809523809525,
      "activationCount": 3,
      "baselineHitRates": {
        "1": 0.4968152866242038,
        "5": 0.45483870967741935,
        "10": 0.4360655737704918
      },
      "sampleConfidence": 0.663014084041408,
      "shadowSharpeLike": 1.1603372865937525,
      "avgForwardReturns": {
        "1": 0.002691969902769061,
        "5": -0.005991074192539932,
        "10": -0.061405882047100326
      },
      "shadowMaxDrawdown": -0.000500000000000056,
      "shadowTotalReturn": 0.0070860315868119805,
      "avgForwardReturn1D": 0.002691969902769061,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-12-18",
        "2025-12-19",
        "2025-12-22"
      ],
      "horizonObservationCounts": {
        "1": 3,
        "5": 3,
        "10": 3
      },
      "baselineAvgForwardReturns": {
        "1": -0.0013556118523675386,
        "5": -0.0061820642921302975,
        "10": -0.013242641802248956
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.6666666666666666,
        "5": 0,
        "10": 0.16666666666666666
      },
      "hitRate1D": 0.6666666666666666,
      "comboQuality": 0.1556985457322542,
      "eligibleDays": 315,
      "fitnessScore": -0.02192933041494711,
      "lookbackDays": 45,
      "returnLift1D": -0.006809544276967677,
      "hitRateLift1D": 0.1698513800424628,
      "activationRate": 0.01904761904761905,
      "activationCount": 6,
      "baselineHitRates": {
        "1": 0.4968152866242038,
        "5": 0.45483870967741935,
        "10": 0.4360655737704918
      },
      "sampleConfidence": 0.7512474066278414,
      "shadowSharpeLike": -0.9985225656483782,
      "avgForwardReturns": {
        "1": -0.008165156129335216,
        "5": -0.02326766980222683,
        "10": -0.08044676014007703
      },
      "shadowMaxDrawdown": -0.058604650745391784,
      "shadowTotalReturn": -0.051720999922713284,
      "avgForwardReturn1D": -0.008165156129335216,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-22",
        "2025-12-18",
        "2025-12-19",
        "2025-12-22",
        "2025-12-23",
        "2026-06-02"
      ],
      "horizonObservationCounts": {
        "1": 6,
        "5": 6,
        "10": 6
      },
      "baselineAvgForwardReturns": {
        "1": -0.0013556118523675386,
        "5": -0.0061820642921302975,
        "10": -0.013242641802248956
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5531914893617021,
        "5": 0.4175824175824176,
        "10": 0.3448275862068966
      },
      "hitRate1D": 0.5531914893617021,
      "comboQuality": 0.15451588708077052,
      "eligibleDays": 352,
      "fitnessScore": -0.02391474074867133,
      "lookbackDays": 14,
      "returnLift1D": 0.000783992185511156,
      "hitRateLift1D": 0.0646200607902736,
      "activationRate": 0.26988636363636365,
      "activationCount": 95,
      "baselineHitRates": {
        "1": 0.48857142857142855,
        "5": 0.44508670520231214,
        "10": 0.42105263157894735
      },
      "sampleConfidence": 0.9908771929824562,
      "shadowSharpeLike": -0.4477988554389814,
      "avgForwardReturns": {
        "1": -0.0009133285588269415,
        "5": -0.013066348863903657,
        "10": -0.03293985439212266
      },
      "shadowMaxDrawdown": -0.21688834680932634,
      "shadowTotalReturn": -0.1159876142530909,
      "avgForwardReturn1D": -0.0009133285588269415,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-17",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 94,
        "5": 91,
        "10": 87
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016973207443380974,
        "5": -0.007763244115477527,
        "10": -0.015062974386246488
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5882352941176471,
        "5": 0.17647058823529413,
        "10": 0.35294117647058826
      },
      "hitRate1D": 0.5882352941176471,
      "comboQuality": 0.150678646864772,
      "eligibleDays": 330,
      "fitnessScore": -0.030443408382065957,
      "lookbackDays": 30,
      "returnLift1D": -0.0016158499508079082,
      "hitRateLift1D": 0.09887359198998752,
      "activationRate": 0.051515151515151514,
      "activationCount": 17,
      "baselineHitRates": {
        "1": 0.48936170212765956,
        "5": 0.4553846153846154,
        "10": 0.44375
      },
      "sampleConfidence": 0.9570749451511089,
      "shadowSharpeLike": -0.8997544427766336,
      "avgForwardReturns": {
        "1": -0.003168132687500256,
        "5": -0.01677788779948805,
        "10": -0.04982076828599703
      },
      "shadowMaxDrawdown": -0.06823668241412262,
      "shadowTotalReturn": -0.0567485679927755,
      "avgForwardReturn1D": -0.003168132687500256,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29",
        "2025-05-30",
        "2025-06-06",
        "2025-12-18",
        "2025-12-19",
        "2025-12-22"
      ],
      "horizonObservationCounts": {
        "1": 17,
        "5": 17,
        "10": 17
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015522827366923478,
        "5": -0.006398937685454397,
        "10": -0.011931859006413376
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5428571428571428,
        "5": 0.4019607843137255,
        "10": 0.336734693877551
      },
      "hitRate1D": 0.5428571428571428,
      "comboQuality": 0.149031700476672,
      "eligibleDays": 352,
      "fitnessScore": -0.0332874845431054,
      "lookbackDays": 14,
      "returnLift1D": 0.0008020599287707643,
      "hitRateLift1D": 0.05428571428571427,
      "activationRate": 0.30113636363636365,
      "activationCount": 106,
      "baselineHitRates": {
        "1": 0.48857142857142855,
        "5": 0.44508670520231214,
        "10": 0.42105263157894735
      },
      "sampleConfidence": 0.9918238993710693,
      "shadowSharpeLike": -0.4485109150133371,
      "avgForwardReturns": {
        "1": -0.0008952608155673331,
        "5": -0.014915153846079228,
        "10": -0.03101656592985417
      },
      "shadowMaxDrawdown": -0.22669595885820915,
      "shadowTotalReturn": -0.12341127509499716,
      "avgForwardReturn1D": -0.0008952608155673331,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-17",
        "2025-03-10",
        "2025-03-12",
        "2025-05-01",
        "2025-05-02",
        "2025-05-05"
      ],
      "horizonObservationCounts": {
        "1": 105,
        "5": 102,
        "10": 98
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016973207443380974,
        "5": -0.007763244115477527,
        "10": -0.015062974386246488
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5584415584415584,
        "5": 0.44594594594594594,
        "10": 0.34285714285714286
      },
      "hitRate1D": 0.5584415584415584,
      "comboQuality": 0.12190566639126385,
      "eligibleDays": 352,
      "fitnessScore": -0.08439143219846182,
      "lookbackDays": 14,
      "returnLift1D": 0.0002104117916467477,
      "hitRateLift1D": 0.06987012987012986,
      "activationRate": 0.2215909090909091,
      "activationCount": 78,
      "baselineHitRates": {
        "1": 0.48857142857142855,
        "5": 0.44508670520231214,
        "10": 0.42105263157894735
      },
      "sampleConfidence": 0.9888888888888889,
      "shadowSharpeLike": -0.6106774217213038,
      "avgForwardReturns": {
        "1": -0.0014869089526913497,
        "5": -0.011369558928018789,
        "10": -0.029728679030993396
      },
      "shadowMaxDrawdown": -0.2116125835779572,
      "shadowTotalReturn": -0.141056828165687,
      "avgForwardReturn1D": -0.0014869089526913497,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-17",
        "2025-05-02",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-08"
      ],
      "horizonObservationCounts": {
        "1": 77,
        "5": 74,
        "10": 70
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016973207443380974,
        "5": -0.007763244115477527,
        "10": -0.015062974386246488
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08682341851072507,
      "eligibleDays": 297,
      "fitnessScore": -0.16767163493980847,
      "lookbackDays": 63,
      "returnLift1D": 0.0020379951806989327,
      "hitRateLift1D": -0.47635135135135137,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.47635135135135137,
        "5": 0.4212328767123288,
        "10": 0.40069686411149824
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0020379951806989327,
        "5": -0.009144122511431511,
        "10": -0.018374081004917043
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08682341851072507,
      "eligibleDays": 297,
      "fitnessScore": -0.16767163493980847,
      "lookbackDays": 63,
      "returnLift1D": 0.0020379951806989327,
      "hitRateLift1D": -0.47635135135135137,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.47635135135135137,
        "5": 0.4212328767123288,
        "10": 0.40069686411149824
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0020379951806989327,
        "5": -0.009144122511431511,
        "10": -0.018374081004917043
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.08682341851072507,
      "eligibleDays": 297,
      "fitnessScore": -0.16767163493980847,
      "lookbackDays": 63,
      "returnLift1D": 0.0020379951806989327,
      "hitRateLift1D": -0.47635135135135137,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.47635135135135137,
        "5": 0.4212328767123288,
        "10": 0.40069686411149824
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0020379951806989327,
        "5": -0.009144122511431511,
        "10": -0.018374081004917043
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5454545454545454,
        "5": 0.4339622641509434,
        "10": 0.3125
      },
      "hitRate1D": 0.5454545454545454,
      "comboQuality": 0.06736866503743981,
      "eligibleDays": 352,
      "fitnessScore": -0.22812259647855754,
      "lookbackDays": 14,
      "returnLift1D": -0.0015231168557375112,
      "hitRateLift1D": 0.05688311688311687,
      "activationRate": 0.1590909090909091,
      "activationCount": 56,
      "baselineHitRates": {
        "1": 0.48857142857142855,
        "5": 0.44508670520231214,
        "10": 0.42105263157894735
      },
      "sampleConfidence": 0.9857142857142858,
      "shadowSharpeLike": -1.0079137134990148,
      "avgForwardReturns": {
        "1": -0.0032204376000756086,
        "5": -0.012999131667904888,
        "10": -0.036124234918917454
      },
      "shadowMaxDrawdown": -0.20055306057386435,
      "shadowTotalReturn": -0.18652918727392975,
      "avgForwardReturn1D": -0.0032204376000756086,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-12",
        "2025-02-13",
        "2025-02-17",
        "2025-05-05",
        "2025-05-06",
        "2025-05-07",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22"
      ],
      "horizonObservationCounts": {
        "1": 55,
        "5": 53,
        "10": 48
      },
      "baselineAvgForwardReturns": {
        "1": -0.0016973207443380974,
        "5": -0.007763244115477527,
        "10": -0.015062974386246488
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4666666666666667,
        "5": 0.13333333333333333,
        "10": 0.2
      },
      "hitRate1D": 0.4666666666666667,
      "comboQuality": 0.03682128034094466,
      "eligibleDays": 315,
      "fitnessScore": -0.3681158672067077,
      "lookbackDays": 45,
      "returnLift1D": -0.0063840541366811405,
      "hitRateLift1D": -0.03014861995753715,
      "activationRate": 0.047619047619047616,
      "activationCount": 15,
      "baselineHitRates": {
        "1": 0.4968152866242038,
        "5": 0.45483870967741935,
        "10": 0.4360655737704918
      },
      "sampleConfidence": 0.9263139720814413,
      "shadowSharpeLike": -1.4139576919407872,
      "avgForwardReturns": {
        "1": -0.0077396659890486795,
        "5": -0.026475377228949326,
        "10": -0.06426837212066248
      },
      "shadowMaxDrawdown": -0.11785668952853678,
      "shadowTotalReturn": -0.11765859922553112,
      "avgForwardReturn1D": -0.0077396659890486795,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-22",
        "2025-05-23",
        "2025-06-05",
        "2025-06-06",
        "2025-06-09",
        "2025-06-10",
        "2025-06-11",
        "2025-06-13",
        "2025-12-15",
        "2025-12-17"
      ],
      "horizonObservationCounts": {
        "1": 15,
        "5": 15,
        "10": 15
      },
      "baselineAvgForwardReturns": {
        "1": -0.0013556118523675386,
        "5": -0.0061820642921302975,
        "10": -0.013242641802248956
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4583333333333333,
        "5": 0.125,
        "10": 0.20833333333333334
      },
      "hitRate1D": 0.4583333333333333,
      "comboQuality": 0.03192825311533101,
      "eligibleDays": 315,
      "fitnessScore": -0.40059927971732523,
      "lookbackDays": 45,
      "returnLift1D": -0.004797644378482768,
      "hitRateLift1D": -0.03848195329087051,
      "activationRate": 0.0761904761904762,
      "activationCount": 24,
      "baselineHitRates": {
        "1": 0.4968152866242038,
        "5": 0.45483870967741935,
        "10": 0.4360655737704918
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -1.2177548260603615,
      "avgForwardReturns": {
        "1": -0.006153256230850307,
        "5": -0.034235520764579364,
        "10": -0.07396838216637805
      },
      "shadowMaxDrawdown": -0.14889638222761137,
      "shadowTotalReturn": -0.14889638222761137,
      "avgForwardReturn1D": -0.006153256230850307,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-06-04",
        "2025-06-05",
        "2025-06-06",
        "2025-06-09",
        "2025-06-10"
      ],
      "horizonObservationCounts": {
        "1": 24,
        "5": 24,
        "10": 24
      },
      "baselineAvgForwardReturns": {
        "1": -0.0013556118523675386,
        "5": -0.0061820642921302975,
        "10": -0.013242641802248956
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.43636363636363634,
        "5": 0.23636363636363636,
        "10": 0.3090909090909091
      },
      "hitRate1D": 0.43636363636363634,
      "comboQuality": 0.015663067072701257,
      "eligibleDays": 330,
      "fitnessScore": -0.5609457994182613,
      "lookbackDays": 30,
      "returnLift1D": -0.003466478793530646,
      "hitRateLift1D": -0.05299806576402322,
      "activationRate": 0.16666666666666666,
      "activationCount": 55,
      "baselineHitRates": {
        "1": 0.48936170212765956,
        "5": 0.4553846153846154,
        "10": 0.44375
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -1.7499848961995992,
      "avgForwardReturns": {
        "1": -0.005018761530222994,
        "5": -0.031478014355704305,
        "10": -0.055990093023422616
      },
      "shadowMaxDrawdown": -0.28712517039660623,
      "shadowTotalReturn": -0.2573284110527354,
      "avgForwardReturn1D": -0.005018761530222994,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-13",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29"
      ],
      "horizonObservationCounts": {
        "1": 55,
        "5": 55,
        "10": 55
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015522827366923478,
        "5": -0.006398937685454397,
        "10": -0.011931859006413376
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4411764705882353,
        "5": 0.4,
        "10": 0.46153846153846156
      },
      "hitRate1D": 0.4411764705882353,
      "comboQuality": 0.015318102687742918,
      "eligibleDays": 339,
      "fitnessScore": -0.5659223328039462,
      "lookbackDays": 21,
      "returnLift1D": -0.005959531025030876,
      "hitRateLift1D": -0.044030630003480675,
      "activationRate": 0.10324483775811209,
      "activationCount": 35,
      "baselineHitRates": {
        "1": 0.48520710059171596,
        "5": 0.45209580838323354,
        "10": 0.4316109422492401
      },
      "sampleConfidence": 0.9714285714285715,
      "shadowSharpeLike": -1.5585207311481397,
      "avgForwardReturns": {
        "1": -0.007527424199634624,
        "5": -0.010715292164156487,
        "10": -0.03095166055228126
      },
      "shadowMaxDrawdown": -0.23847474852687045,
      "shadowTotalReturn": -0.23830374369577312,
      "avgForwardReturn1D": -0.007527424199634624,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29",
        "2025-06-02",
        "2025-12-08",
        "2025-12-09",
        "2025-12-10",
        "2025-12-11"
      ],
      "horizonObservationCounts": {
        "1": 34,
        "5": 30,
        "10": 26
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015678931746037482,
        "5": -0.006845821837450625,
        "10": -0.013922253954727286
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4411764705882353,
        "5": 0.359375,
        "10": 0.4
      },
      "hitRate1D": 0.4411764705882353,
      "comboQuality": 0.01220967835576129,
      "eligibleDays": 339,
      "fitnessScore": -0.6165131311181191,
      "lookbackDays": 21,
      "returnLift1D": -0.0034710169765807524,
      "hitRateLift1D": -0.044030630003480675,
      "activationRate": 0.20353982300884957,
      "activationCount": 69,
      "baselineHitRates": {
        "1": 0.48520710059171596,
        "5": 0.45209580838323354,
        "10": 0.4316109422492401
      },
      "sampleConfidence": 0.9855072463768116,
      "shadowSharpeLike": -1.708348133258903,
      "avgForwardReturns": {
        "1": -0.0050389101511845,
        "5": -0.019345064085662673,
        "10": -0.04210815960264142
      },
      "shadowMaxDrawdown": -0.37306989099037413,
      "shadowTotalReturn": -0.3111017362536074,
      "avgForwardReturn1D": -0.0050389101511845,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-07",
        "2025-05-08",
        "2025-05-12",
        "2025-05-13",
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21"
      ],
      "horizonObservationCounts": {
        "1": 68,
        "5": 64,
        "10": 60
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015678931746037482,
        "5": -0.006845821837450625,
        "10": -0.013922253954727286
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.42857142857142855,
        "5": 0.3269230769230769,
        "10": 0.3541666666666667
      },
      "hitRate1D": 0.42857142857142855,
      "comboQuality": 0.011802234533403318,
      "eligibleDays": 339,
      "fitnessScore": -0.624070672170611,
      "lookbackDays": 21,
      "returnLift1D": -0.004181544155769479,
      "hitRateLift1D": -0.05663567202028741,
      "activationRate": 0.168141592920354,
      "activationCount": 57,
      "baselineHitRates": {
        "1": 0.48520710059171596,
        "5": 0.45209580838323354,
        "10": 0.4316109422492401
      },
      "sampleConfidence": 0.9824561403508772,
      "shadowSharpeLike": -1.67369048750074,
      "avgForwardReturns": {
        "1": -0.005749437330373227,
        "5": -0.022005968118197033,
        "10": -0.05004368394624126
      },
      "shadowMaxDrawdown": -0.32612489369471676,
      "shadowTotalReturn": -0.2943013972229064,
      "avgForwardReturn1D": -0.005749437330373227,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-13",
        "2025-05-14",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28"
      ],
      "horizonObservationCounts": {
        "1": 56,
        "5": 52,
        "10": 48
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015678931746037482,
        "5": -0.006845821837450625,
        "10": -0.013922253954727286
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.40540540540540543,
        "5": 0.16216216216216217,
        "10": 0.2702702702702703
      },
      "hitRate1D": 0.40540540540540543,
      "comboQuality": 0.00984768933116279,
      "eligibleDays": 330,
      "fitnessScore": -0.6643368264611528,
      "lookbackDays": 30,
      "returnLift1D": -0.005772864906177164,
      "hitRateLift1D": -0.08395629672225413,
      "activationRate": 0.11212121212121212,
      "activationCount": 37,
      "baselineHitRates": {
        "1": 0.48936170212765956,
        "5": 0.4553846153846154,
        "10": 0.44375
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -1.98389235049269,
      "avgForwardReturns": {
        "1": -0.007325147642869512,
        "5": -0.0315005512294122,
        "10": -0.0652763797048858
      },
      "shadowMaxDrawdown": -0.2509071086503304,
      "shadowTotalReturn": -0.2509071086503304,
      "avgForwardReturn1D": -0.007325147642869512,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-20",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29",
        "2025-05-30",
        "2025-06-02",
        "2025-06-04",
        "2025-06-05"
      ],
      "horizonObservationCounts": {
        "1": 37,
        "5": 37,
        "10": 37
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015522827366923478,
        "5": -0.006398937685454397,
        "10": -0.011931859006413376
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.37777777777777777,
        "5": 0.15555555555555556,
        "10": 0.24444444444444444
      },
      "hitRate1D": 0.37777777777777777,
      "comboQuality": 0.007103715231653672,
      "eligibleDays": 330,
      "fitnessScore": -0.7368018244560497,
      "lookbackDays": 30,
      "returnLift1D": -0.005371150416470471,
      "hitRateLift1D": -0.11158392434988179,
      "activationRate": 0.13636363636363635,
      "activationCount": 45,
      "baselineHitRates": {
        "1": 0.48936170212765956,
        "5": 0.4553846153846154,
        "10": 0.44375
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -2.1451514566883563,
      "avgForwardReturns": {
        "1": -0.006923433153162819,
        "5": -0.03415132171017408,
        "10": -0.06298284420542755
      },
      "shadowMaxDrawdown": -0.2863031798268455,
      "shadowTotalReturn": -0.28058610651028204,
      "avgForwardReturn1D": -0.006923433153162819,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-19",
        "2025-05-20",
        "2025-05-21",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29",
        "2025-05-30",
        "2025-06-02"
      ],
      "horizonObservationCounts": {
        "1": 45,
        "5": 45,
        "10": 45
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015522827366923478,
        "5": -0.006398937685454397,
        "10": -0.011931859006413376
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.42168674698795183,
        "5": 0.3291139240506329,
        "10": 0.38666666666666666
      },
      "hitRate1D": 0.42168674698795183,
      "comboQuality": 0.006446656650291277,
      "eligibleDays": 339,
      "fitnessScore": -0.7582997431602841,
      "lookbackDays": 21,
      "returnLift1D": -0.00397472058677064,
      "hitRateLift1D": -0.06352035360376412,
      "activationRate": 0.24778761061946902,
      "activationCount": 84,
      "baselineHitRates": {
        "1": 0.48520710059171596,
        "5": 0.45209580838323354,
        "10": 0.4316109422492401
      },
      "sampleConfidence": 0.9880952380952381,
      "shadowSharpeLike": -1.948692164873672,
      "avgForwardReturns": {
        "1": -0.005542613761374388,
        "5": -0.022535092309767506,
        "10": -0.04011785946700912
      },
      "shadowMaxDrawdown": -0.44711288095126767,
      "shadowTotalReturn": -0.39246341675612717,
      "avgForwardReturn1D": -0.005542613761374388,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-07",
        "2025-05-08",
        "2025-05-12",
        "2025-05-13",
        "2025-05-14",
        "2025-05-15",
        "2025-05-16",
        "2025-05-19",
        "2025-05-20",
        "2025-05-21"
      ],
      "horizonObservationCounts": {
        "1": 83,
        "5": 79,
        "10": 75
      },
      "baselineAvgForwardReturns": {
        "1": -0.0015678931746037482,
        "5": -0.006845821837450625,
        "10": -0.013922253954727286
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "comboQuality": 0.005674291364844626,
      "eligibleDays": 297,
      "fitnessScore": -0.7865462111798305,
      "lookbackDays": 63,
      "returnLift1D": -0.023285867196983872,
      "hitRateLift1D": -0.47635135135135137,
      "activationRate": 0.006734006734006734,
      "activationCount": 2,
      "baselineHitRates": {
        "1": 0.47635135135135137,
        "5": 0.4212328767123288,
        "10": 0.40069686411149824
      },
      "sampleConfidence": 0.6239252713092609,
      "shadowSharpeLike": -1.0864902545812565,
      "avgForwardReturns": {
        "1": -0.025323862377682804,
        "5": -0.07342602833690814,
        "10": -0.19165435125828872
      },
      "shadowMaxDrawdown": -0.052259637836509665,
      "shadowTotalReturn": -0.052259637836509665,
      "avgForwardReturn1D": -0.025323862377682804,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-12-31",
        "2026-06-02"
      ],
      "horizonObservationCounts": {
        "1": 2,
        "5": 2,
        "10": 2
      },
      "baselineAvgForwardReturns": {
        "1": -0.0020379951806989327,
        "5": -0.009144122511431511,
        "10": -0.018374081004917043
      }
    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty. Lower confidence reduces the effective fit score but does not, by itself, imply evidence of poor fit.",
    "fitScopeMeaning": "Aptet fit is currently universe-conditioned: activation history and fit depend on the other members in the tested cross-sectional universe.",
    "rawScoreMeaning": "The unadjusted Aptet-family fit estimate before applying the conservative confidence penalty.",
    "activationMeaning": "Activation count measures how often the Aptet ranking would have selected the stock while risk-on.",
    "confidenceMeaning": "Reflects the amount and breadth of historical evidence supporting the family-fit score.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Aptet strategy family within this tested universe, not only under its single best parameter combination.",
    "comboQualityMeaning": "Fixed-scale normalized profile quality derived from fitnessScore using sigmoid((fitnessScore - 0.35) / 0.22).",
    "fitnessScoreMeaning": "Per-profile raw score used for diagnostics and ranking. Higher is better, but it is not the stock's overall Aptet-family fit.",
    "forwardReturnMeaning": "Forward returns are measured from the close before activation through each requested horizon.",
    "profileBreadthMeaning": "Measures how much of the tested Aptet parameter grid clears a robust quality threshold after weighting for sample confidence.",
    "parameterStabilityMeaning": "Measures whether nearby Aptet parameter combinations retain a large share of the best profile's normalized quality.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula: rawScore * confidence + rawScore * (1 - confidence) * 0.50."
  },
  "lookbackSummary": [
    {
      "bestTopN": 4,
      "comboQuality": 0.15451588708077052,
      "fitnessScore": -0.02391474074867133,
      "lookbackDays": 14,
      "returnLift1D": 0.000783992185511156,
      "activationRate": 0.26988636363636365,
      "activationCount": 95,
      "sampleConfidence": 0.9908771929824562,
      "shadowTotalReturn": -0.1159876142530909,
      "avgForwardReturn1D": -0.0009133285588269415
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.015318102687742918,
      "fitnessScore": -0.5659223328039462,
      "lookbackDays": 21,
      "returnLift1D": -0.005959531025030876,
      "activationRate": 0.10324483775811209,
      "activationCount": 35,
      "sampleConfidence": 0.9714285714285715,
      "shadowTotalReturn": -0.23830374369577312,
      "avgForwardReturn1D": -0.007527424199634624
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.150678646864772,
      "fitnessScore": -0.030443408382065957,
      "lookbackDays": 30,
      "returnLift1D": -0.0016158499508079082,
      "activationRate": 0.051515151515151514,
      "activationCount": 17,
      "sampleConfidence": 0.9570749451511089,
      "shadowTotalReturn": -0.0567485679927755,
      "avgForwardReturn1D": -0.003168132687500256
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.7073209624445893,
      "fitnessScore": 0.5441297527955612,
      "lookbackDays": 45,
      "returnLift1D": 0.0040475817551366,
      "activationRate": 0.009523809523809525,
      "activationCount": 3,
      "sampleConfidence": 0.663014084041408,
      "shadowTotalReturn": 0.0070860315868119805,
      "avgForwardReturn1D": 0.002691969902769061
    },
    {
      "bestTopN": 2,
      "comboQuality": 0.08682341851072507,
      "fitnessScore": -0.16767163493980847,
      "lookbackDays": 63,
      "returnLift1D": 0.0020379951806989327,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "universeIdentity": {
    "hash": "094f7df597584c03148bd298f8caca535802732ca7a43d6a366e3cdbb22ec6a1",
    "size": 13,
    "members": [
      "ADBE",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}

{
  "config": {
    "weights": [
      0.4,
      0.3,
      0.2,
      0.1
    ],
    "universe": [
      "XLK",
      "XLF",
      "XLV",
      "XLY",
      "XLI",
      "XLP",
      "XLE",
      "XLB",
      "XLU",
      "XLRE",
      "XLC",
      "SMH",
      "ADBE"
    ],
    "lookbacks": [
      14,
      21,
      30,
      45,
      63
    ],
    "forwardDays": [
      1,
      5,
      10
    ],
    "portfolioSizes": [
      2,
      3,
      4,
      5
    ],
    "safetyNetEquity": "VOO"
  },
  "ticker": "ADBE",
  "fitScope": "universe_conditioned",
  "algorithm": "force",
  "bestCombo": {
    "topN": 2,
    "ticker": "ADBE",
    "hitRates": {
      "1": 1,
      "5": 0,
      "10": 0
    },
    "hitRate1D": 1,
    "rankWeights": [
      0.4000000000000001,
      0.30000000000000004
    ],
    "comboQuality": 0.7077752447318042,
    "eligibleDays": 344,
    "fitnessScore": 0.5446127427938189,
    "lookbackDays": 45,
    "returnLift1D": 0.0045057160709837596,
    "hitRateLift1D": 0.5145348837209303,
    "portfolioSize": 2,
    "activationRate": 0.00872093023255814,
    "activationCount": 3,
    "baselineHitRates": {
      "1": 0.48546511627906974,
      "5": 0.4470588235294118,
      "10": 0.42686567164179107
    },
    "sampleConfidence": 0.663014084041408,
    "shadowSharpeLike": 1.1102492818121874,
    "avgForwardReturns": {
      "1": 0.002691969902769061,
      "5": -0.005991074192539932,
      "10": -0.061405882047100326
    },
    "shadowMaxDrawdown": -0.000500000000000056,
    "shadowTotalReturn": 0.0070860315868119805,
    "avgForwardReturn1D": 0.002691969902769061,
    "riskOffActivations": 0,
    "activationDatesSample": [
      "2025-12-18",
      "2025-12-19",
      "2025-12-22"
    ],
    "horizonObservationCounts": {
      "1": 3,
      "5": 3,
      "10": 3
    },
    "baselineAvgForwardReturns": {
      "1": -0.0018137461682146987,
      "5": -0.007593471976863333,
      "10": -0.014477589063137352
    }
  },
  "dateRange": {
    "end": "2026-07-25",
    "start": "2025-01-01"
  },
  "scoreMode": "blended",
  "calibration": {
    "bestComboQuality": 0.7077752447318042,
    "comboQualityScale": 0.22,
    "comboQualityCenter": 0.35,
    "medianComboQuality": 0.0490606591817285,
    "bestRawFitnessScore": 0.5446127427938189,
    "upperQuartileComboQuality": 0.08903829736069611
  },
  "algorithmFit": {
    "label": "poor",
    "score": 0.12748523714244916,
    "rawScore": 0.15258664443451367,
    "confidence": 0.6709881472904741,
    "bestProfile": {
      "lookbackDays": 45,
      "portfolioSize": 2
    },
    "profileBreadth": 0.04089209299907765,
    "recommendedRegion": {
      "lookbackDays": [
        45
      ],
      "portfolioSizes": [
        2
      ]
    },
    "parameterStability": 0.022682598559388024,
    "confidenceAdjustment": "conservative_penalty"
  },
  "rankedCombos": [
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 1,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 1,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.7077752447318042,
      "eligibleDays": 344,
      "fitnessScore": 0.5446127427938189,
      "lookbackDays": 45,
      "returnLift1D": 0.0045057160709837596,
      "hitRateLift1D": 0.5145348837209303,
      "portfolioSize": 2,
      "activationRate": 0.00872093023255814,
      "activationCount": 3,
      "baselineHitRates": {
        "1": 0.48546511627906974,
        "5": 0.4470588235294118,
        "10": 0.42686567164179107
      },
      "sampleConfidence": 0.663014084041408,
      "shadowSharpeLike": 1.1102492818121874,
      "avgForwardReturns": {
        "1": 0.002691969902769061,
        "5": -0.005991074192539932,
        "10": -0.061405882047100326
      },
      "shadowMaxDrawdown": -0.000500000000000056,
      "shadowTotalReturn": 0.0070860315868119805,
      "avgForwardReturn1D": 0.002691969902769061,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-12-18",
        "2025-12-19",
        "2025-12-22"
      ],
      "horizonObservationCounts": {
        "1": 3,
        "5": 3,
        "10": 3
      },
      "baselineAvgForwardReturns": {
        "1": -0.0018137461682146987,
        "5": -0.007593471976863333,
        "10": -0.014477589063137352
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.6666666666666666,
        "5": 0,
        "10": 0.16666666666666666
      },
      "hitRate1D": 0.6666666666666666,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.15804551695616847,
      "eligibleDays": 344,
      "fitnessScore": -0.018025433841567393,
      "lookbackDays": 45,
      "returnLift1D": -0.006351409961120517,
      "hitRateLift1D": 0.1812015503875969,
      "portfolioSize": 3,
      "activationRate": 0.01744186046511628,
      "activationCount": 6,
      "baselineHitRates": {
        "1": 0.48546511627906974,
        "5": 0.4470588235294118,
        "10": 0.42686567164179107
      },
      "sampleConfidence": 0.7512474066278414,
      "shadowSharpeLike": -0.9554755631866277,
      "avgForwardReturns": {
        "1": -0.008165156129335216,
        "5": -0.02326766980222683,
        "10": -0.08044676014007703
      },
      "shadowMaxDrawdown": -0.058604650745391784,
      "shadowTotalReturn": -0.051720999922713284,
      "avgForwardReturn1D": -0.008165156129335216,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-05-22",
        "2025-12-18",
        "2025-12-19",
        "2025-12-22",
        "2025-12-23",
        "2026-06-02"
      ],
      "horizonObservationCounts": {
        "1": 6,
        "5": 6,
        "10": 6
      },
      "baselineAvgForwardReturns": {
        "1": -0.0018137461682146987,
        "5": -0.007593471976863333,
        "10": -0.014477589063137352
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5529411764705883,
        "5": 0.43902439024390244,
        "10": 0.37662337662337664
      },
      "hitRate1D": 0.5529411764705883,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.10475004245318364,
      "eligibleDays": 375,
      "fitnessScore": -0.1220157194224797,
      "lookbackDays": 14,
      "returnLift1D": 0.000023301308822625986,
      "hitRateLift1D": 0.06494117647058828,
      "portfolioSize": 3,
      "activationRate": 0.22666666666666666,
      "activationCount": 85,
      "baselineHitRates": {
        "1": 0.488,
        "5": 0.4420485175202156,
        "10": 0.4207650273224044
      },
      "sampleConfidence": 0.9913725490196079,
      "shadowSharpeLike": -0.703421336493313,
      "avgForwardReturns": {
        "1": -0.001646608338809328,
        "5": -0.010367329153568758,
        "10": -0.02479291681224841
      },
      "shadowMaxDrawdown": -0.21161258357795765,
      "shadowTotalReturn": -0.16471961019428838,
      "avgForwardReturn1D": -0.001646608338809328,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18"
      ],
      "horizonObservationCounts": {
        "1": 85,
        "5": 82,
        "10": 77
      },
      "baselineAvgForwardReturns": {
        "1": -0.001669909647631954,
        "5": -0.007624399497806084,
        "10": -0.015430036899493595
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5277777777777778,
        "5": 0.4095238095238095,
        "10": 0.36
      },
      "hitRate1D": 0.5277777777777778,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.09701943660564502,
      "eligibleDays": 375,
      "fitnessScore": -0.1407737324372965,
      "lookbackDays": 14,
      "returnLift1D": 0.00021369024330870488,
      "hitRateLift1D": 0.0397777777777778,
      "portfolioSize": 4,
      "activationRate": 0.288,
      "activationCount": 108,
      "baselineHitRates": {
        "1": 0.488,
        "5": 0.4420485175202156,
        "10": 0.4207650273224044
      },
      "sampleConfidence": 0.9932098765432099,
      "shadowSharpeLike": -0.7290469036650616,
      "avgForwardReturns": {
        "1": -0.001456219404323249,
        "5": -0.012198386948096494,
        "10": -0.029902394083414063
      },
      "shadowMaxDrawdown": -0.21688834680932711,
      "shadowTotalReturn": -0.1801037019631907,
      "avgForwardReturn1D": -0.001456219404323249,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-29",
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14"
      ],
      "horizonObservationCounts": {
        "1": 108,
        "5": 105,
        "10": 100
      },
      "baselineAvgForwardReturns": {
        "1": -0.001669909647631954,
        "5": -0.007624399497806084,
        "10": -0.015430036899493595
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5277777777777778,
        "5": 0.4095238095238095,
        "10": 0.36
      },
      "hitRate1D": 0.5277777777777778,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.09701943660564502,
      "eligibleDays": 375,
      "fitnessScore": -0.1407737324372965,
      "lookbackDays": 14,
      "returnLift1D": 0.00021369024330870488,
      "hitRateLift1D": 0.0397777777777778,
      "portfolioSize": 5,
      "activationRate": 0.288,
      "activationCount": 108,
      "baselineHitRates": {
        "1": 0.488,
        "5": 0.4420485175202156,
        "10": 0.4207650273224044
      },
      "sampleConfidence": 0.9932098765432099,
      "shadowSharpeLike": -0.7290469036650616,
      "avgForwardReturns": {
        "1": -0.001456219404323249,
        "5": -0.012198386948096494,
        "10": -0.029902394083414063
      },
      "shadowMaxDrawdown": -0.21688834680932711,
      "shadowTotalReturn": -0.1801037019631907,
      "avgForwardReturn1D": -0.001456219404323249,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-29",
        "2025-01-30",
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14"
      ],
      "horizonObservationCounts": {
        "1": 108,
        "5": 105,
        "10": 100
      },
      "baselineAvgForwardReturns": {
        "1": -0.001669909647631954,
        "5": -0.007624399497806084,
        "10": -0.015430036899493595
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.08637791761237981,
      "eligibleDays": 326,
      "fitnessScore": -0.16891068886715102,
      "lookbackDays": 63,
      "returnLift1D": 0.0014372417613813225,
      "hitRateLift1D": -0.49079754601226994,
      "portfolioSize": 2,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.49079754601226994,
        "5": 0.45962732919254656,
        "10": 0.4479495268138801
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0014372417613813225,
        "5": -0.005591455645278784,
        "10": -0.011166208612452553
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.08637791761237981,
      "eligibleDays": 326,
      "fitnessScore": -0.16891068886715102,
      "lookbackDays": 63,
      "returnLift1D": 0.0014372417613813225,
      "hitRateLift1D": -0.49079754601226994,
      "portfolioSize": 3,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.49079754601226994,
        "5": 0.45962732919254656,
        "10": 0.4479495268138801
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0014372417613813225,
        "5": -0.005591455645278784,
        "10": -0.011166208612452553
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.08637791761237981,
      "eligibleDays": 326,
      "fitnessScore": -0.16891068886715102,
      "lookbackDays": 63,
      "returnLift1D": 0.0014372417613813225,
      "hitRateLift1D": -0.49079754601226994,
      "portfolioSize": 4,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.49079754601226994,
        "5": 0.45962732919254656,
        "10": 0.4479495268138801
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0014372417613813225,
        "5": -0.005591455645278784,
        "10": -0.011166208612452553
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "hitRate1D": 0,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.08637791761237981,
      "eligibleDays": 326,
      "fitnessScore": -0.16891068886715102,
      "lookbackDays": 63,
      "returnLift1D": 0.0014372417613813225,
      "hitRateLift1D": -0.49079754601226994,
      "portfolioSize": 5,
      "activationRate": 0,
      "activationCount": 0,
      "baselineHitRates": {
        "1": 0.49079754601226994,
        "5": 0.45962732919254656,
        "10": 0.4479495268138801
      },
      "sampleConfidence": 0.25,
      "shadowSharpeLike": 0,
      "avgForwardReturns": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "shadowMaxDrawdown": 0,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0,
      "riskOffActivations": 0,
      "activationDatesSample": [],
      "horizonObservationCounts": {
        "1": 0,
        "5": 0,
        "10": 0
      },
      "baselineAvgForwardReturns": {
        "1": -0.0014372417613813225,
        "5": -0.005591455645278784,
        "10": -0.011166208612452553
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.5409836065573771,
        "5": 0.41379310344827586,
        "10": 0.3584905660377358
      },
      "hitRate1D": 0.5409836065573771,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.05751679690523361,
      "eligibleDays": 375,
      "fitnessScore": -0.2652170359010908,
      "lookbackDays": 14,
      "returnLift1D": -0.0016516062887587933,
      "hitRateLift1D": 0.052983606557377105,
      "portfolioSize": 2,
      "activationRate": 0.16266666666666665,
      "activationCount": 61,
      "baselineHitRates": {
        "1": 0.488,
        "5": 0.4420485175202156,
        "10": 0.4207650273224044
      },
      "sampleConfidence": 0.9879781420765028,
      "shadowSharpeLike": -1.0955899812003034,
      "avgForwardReturns": {
        "1": -0.003321515936390747,
        "5": -0.012359966230751994,
        "10": -0.030262510421219465
      },
      "shadowMaxDrawdown": -0.20874716490119438,
      "shadowTotalReturn": -0.20809109565632133,
      "avgForwardReturn1D": -0.003321515936390747,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-01-31",
        "2025-02-03",
        "2025-02-04",
        "2025-02-05",
        "2025-02-12",
        "2025-02-13",
        "2025-02-18",
        "2025-02-19",
        "2025-05-05",
        "2025-05-06"
      ],
      "horizonObservationCounts": {
        "1": 61,
        "5": 58,
        "10": 53
      },
      "baselineAvgForwardReturns": {
        "1": -0.001669909647631954,
        "5": -0.007624399497806084,
        "10": -0.015430036899493595
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.45454545454545453,
        "5": 0.22727272727272727,
        "10": 0.2727272727272727
      },
      "hitRate1D": 0.45454545454545453,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.040604521458223394,
      "eligibleDays": 359,
      "fitnessScore": -0.34573326897491835,
      "lookbackDays": 30,
      "returnLift1D": -0.0030345473669827283,
      "hitRateLift1D": -0.03013421119270704,
      "portfolioSize": 2,
      "activationRate": 0.06128133704735376,
      "activationCount": 22,
      "baselineHitRates": {
        "1": 0.48467966573816157,
        "5": 0.4394366197183099,
        "10": 0.4114285714285714
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -1.526085088411168,
      "avgForwardReturns": {
        "1": -0.004924932848854994,
        "5": -0.015848587322174604,
        "10": -0.04351262676939664
      },
      "shadowMaxDrawdown": -0.10986030802851754,
      "shadowTotalReturn": -0.10986030802851754,
      "avgForwardReturn1D": -0.004924932848854994,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-05-22",
        "2025-05-23",
        "2025-05-27",
        "2025-05-28",
        "2025-05-29"
      ],
      "horizonObservationCounts": {
        "1": 22,
        "5": 22,
        "10": 22
      },
      "baselineAvgForwardReturns": {
        "1": -0.001890385481872266,
        "5": -0.008520802016714754,
        "10": -0.016738646570313983
      }
    },
    {
      "topN": 2,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.47619047619047616,
        "5": 0.34210526315789475,
        "10": 0.35294117647058826
      },
      "hitRate1D": 0.47619047619047616,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004
      ],
      "comboQuality": 0.019452304002527503,
      "eligibleDays": 368,
      "fitnessScore": -0.5124320690166327,
      "lookbackDays": 21,
      "returnLift1D": -0.004576615064981824,
      "hitRateLift1D": -0.0102225672877847,
      "portfolioSize": 2,
      "activationRate": 0.11413043478260869,
      "activationCount": 42,
      "baselineHitRates": {
        "1": 0.48641304347826086,
        "5": 0.44505494505494503,
        "10": 0.415041782729805
      },
      "sampleConfidence": 0.980952380952381,
      "shadowSharpeLike": -1.489825051019109,
      "avgForwardReturns": {
        "1": -0.006287359362484646,
        "5": -0.01835339614037945,
        "10": -0.038332315670069804
      },
      "shadowMaxDrawdown": -0.2674418875223703,
      "shadowTotalReturn": -0.24668499941835154,
      "avgForwardReturn1D": -0.006287359362484646,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-03-07",
        "2025-03-10",
        "2025-05-22",
        "2025-05-23"
      ],
      "horizonObservationCounts": {
        "1": 42,
        "5": 38,
        "10": 34
      },
      "baselineAvgForwardReturns": {
        "1": -0.0017107442975028218,
        "5": -0.007704685419891297,
        "10": -0.016244167665515313
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.43478260869565216,
        "5": 0.27692307692307694,
        "10": 0.2786885245901639
      },
      "hitRate1D": 0.43478260869565216,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.010839790946843644,
      "eligibleDays": 368,
      "fitnessScore": -0.6429991717752113,
      "lookbackDays": 21,
      "returnLift1D": -0.003562354409754014,
      "hitRateLift1D": -0.0516304347826087,
      "portfolioSize": 3,
      "activationRate": 0.1875,
      "activationCount": 69,
      "baselineHitRates": {
        "1": 0.48641304347826086,
        "5": 0.44505494505494503,
        "10": 0.415041782729805
      },
      "sampleConfidence": 0.9884057971014494,
      "shadowSharpeLike": -1.7406260826486208,
      "avgForwardReturns": {
        "1": -0.005273098707256836,
        "5": -0.02662392443089412,
        "10": -0.05395586251834743
      },
      "shadowMaxDrawdown": -0.344110892566899,
      "shadowTotalReturn": -0.32552640543919775,
      "avgForwardReturn1D": -0.005273098707256836,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-03-05",
        "2025-03-06"
      ],
      "horizonObservationCounts": {
        "1": 69,
        "5": 65,
        "10": 61
      },
      "baselineAvgForwardReturns": {
        "1": -0.0017107442975028218,
        "5": -0.007704685419891297,
        "10": -0.016244167665515313
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.43902439024390244,
        "5": 0.32051282051282054,
        "10": 0.32432432432432434
      },
      "hitRate1D": 0.43902439024390244,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.010713444729508243,
      "eligibleDays": 368,
      "fitnessScore": -0.6456066037730996,
      "lookbackDays": 21,
      "returnLift1D": -0.0030310696606676776,
      "hitRateLift1D": -0.047388653234358424,
      "portfolioSize": 4,
      "activationRate": 0.22282608695652173,
      "activationCount": 82,
      "baselineHitRates": {
        "1": 0.48641304347826086,
        "5": 0.44505494505494503,
        "10": 0.415041782729805
      },
      "sampleConfidence": 0.9902439024390244,
      "shadowSharpeLike": -1.7931365732076894,
      "avgForwardReturns": {
        "1": -0.0047418139581705,
        "5": -0.02331307827927327,
        "10": -0.04645525728143312
      },
      "shadowMaxDrawdown": -0.37306989099037347,
      "shadowTotalReturn": -0.3450763666758966,
      "avgForwardReturn1D": -0.0047418139581705,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-26",
        "2025-03-05"
      ],
      "horizonObservationCounts": {
        "1": 82,
        "5": 78,
        "10": 74
      },
      "baselineAvgForwardReturns": {
        "1": -0.0017107442975028218,
        "5": -0.007704685419891297,
        "10": -0.016244167665515313
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.43902439024390244,
        "5": 0.32051282051282054,
        "10": 0.32432432432432434
      },
      "hitRate1D": 0.43902439024390244,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.010713444729508243,
      "eligibleDays": 368,
      "fitnessScore": -0.6456066037730996,
      "lookbackDays": 21,
      "returnLift1D": -0.0030310696606676776,
      "hitRateLift1D": -0.047388653234358424,
      "portfolioSize": 5,
      "activationRate": 0.22282608695652173,
      "activationCount": 82,
      "baselineHitRates": {
        "1": 0.48641304347826086,
        "5": 0.44505494505494503,
        "10": 0.415041782729805
      },
      "sampleConfidence": 0.9902439024390244,
      "shadowSharpeLike": -1.7931365732076894,
      "avgForwardReturns": {
        "1": -0.0047418139581705,
        "5": -0.02331307827927327,
        "10": -0.04645525728143312
      },
      "shadowMaxDrawdown": -0.37306989099037347,
      "shadowTotalReturn": -0.3450763666758966,
      "avgForwardReturn1D": -0.0047418139581705,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-11",
        "2025-02-12",
        "2025-02-13",
        "2025-02-14",
        "2025-02-18",
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-26",
        "2025-03-05"
      ],
      "horizonObservationCounts": {
        "1": 82,
        "5": 78,
        "10": 74
      },
      "baselineAvgForwardReturns": {
        "1": -0.0017107442975028218,
        "5": -0.007704685419891297,
        "10": -0.016244167665515313
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4375,
        "5": 0.125,
        "10": 0.1875
      },
      "hitRate1D": 0.4375,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.00769842615265023,
      "eligibleDays": 344,
      "fitnessScore": -0.7189824540495502,
      "lookbackDays": 45,
      "returnLift1D": -0.014100422701775866,
      "hitRateLift1D": -0.04796511627906974,
      "portfolioSize": 4,
      "activationRate": 0.046511627906976744,
      "activationCount": 16,
      "baselineHitRates": {
        "1": 0.48546511627906974,
        "5": 0.4470588235294118,
        "10": 0.42686567164179107
      },
      "sampleConfidence": 0.9419349550499538,
      "shadowSharpeLike": -1.4106593753067584,
      "avgForwardReturns": {
        "1": -0.015914168869990565,
        "5": -0.0320467820250029,
        "10": -0.0660641284996481
      },
      "shadowMaxDrawdown": -0.24071186880049644,
      "shadowTotalReturn": -0.24071186880049644,
      "avgForwardReturn1D": -0.015914168869990565,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-13",
        "2025-05-22",
        "2025-05-23",
        "2025-06-05",
        "2025-06-06",
        "2025-06-09",
        "2025-06-10",
        "2025-06-11",
        "2025-06-13",
        "2025-12-15"
      ],
      "horizonObservationCounts": {
        "1": 16,
        "5": 16,
        "10": 16
      },
      "baselineAvgForwardReturns": {
        "1": -0.0018137461682146987,
        "5": -0.007593471976863333,
        "10": -0.014477589063137352
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.4375,
        "5": 0.125,
        "10": 0.1875
      },
      "hitRate1D": 0.4375,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.00769842615265023,
      "eligibleDays": 344,
      "fitnessScore": -0.7189824540495502,
      "lookbackDays": 45,
      "returnLift1D": -0.014100422701775866,
      "hitRateLift1D": -0.04796511627906974,
      "portfolioSize": 5,
      "activationRate": 0.046511627906976744,
      "activationCount": 16,
      "baselineHitRates": {
        "1": 0.48546511627906974,
        "5": 0.4470588235294118,
        "10": 0.42686567164179107
      },
      "sampleConfidence": 0.9419349550499538,
      "shadowSharpeLike": -1.4106593753067584,
      "avgForwardReturns": {
        "1": -0.015914168869990565,
        "5": -0.0320467820250029,
        "10": -0.0660641284996481
      },
      "shadowMaxDrawdown": -0.24071186880049644,
      "shadowTotalReturn": -0.24071186880049644,
      "avgForwardReturn1D": -0.015914168869990565,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-03-13",
        "2025-05-22",
        "2025-05-23",
        "2025-06-05",
        "2025-06-06",
        "2025-06-09",
        "2025-06-10",
        "2025-06-11",
        "2025-06-13",
        "2025-12-15"
      ],
      "horizonObservationCounts": {
        "1": 16,
        "5": 16,
        "10": 16
      },
      "baselineAvgForwardReturns": {
        "1": -0.0018137461682146987,
        "5": -0.007593471976863333,
        "10": -0.014477589063137352
      }
    },
    {
      "topN": 3,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.37777777777777777,
        "5": 0.2,
        "10": 0.24444444444444444
      },
      "hitRate1D": 0.37777777777777777,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004
      ],
      "comboQuality": 0.005028566789180355,
      "eligibleDays": 359,
      "fitnessScore": -0.8132673834019537,
      "lookbackDays": 30,
      "returnLift1D": -0.005976875417107983,
      "hitRateLift1D": -0.1069018879603838,
      "portfolioSize": 3,
      "activationRate": 0.12534818941504178,
      "activationCount": 45,
      "baselineHitRates": {
        "1": 0.48467966573816157,
        "5": 0.4394366197183099,
        "10": 0.4114285714285714
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -2.347413757089766,
      "avgForwardReturns": {
        "1": -0.007867260898980249,
        "5": -0.029915485765437518,
        "10": -0.0619587594009923
      },
      "shadowMaxDrawdown": -0.31332333330002515,
      "shadowTotalReturn": -0.31332333330002515,
      "avgForwardReturn1D": -0.007867260898980249,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-10",
        "2025-05-20",
        "2025-05-22"
      ],
      "horizonObservationCounts": {
        "1": 45,
        "5": 45,
        "10": 45
      },
      "baselineAvgForwardReturns": {
        "1": -0.001890385481872266,
        "5": -0.008520802016714754,
        "10": -0.016738646570313983
      }
    },
    {
      "topN": 4,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.3620689655172414,
        "5": 0.1724137931034483,
        "10": 0.20689655172413793
      },
      "hitRate1D": 0.3620689655172414,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.002063034328134604,
      "eligibleDays": 359,
      "fitnessScore": -1.0099326927574315,
      "lookbackDays": 30,
      "returnLift1D": -0.007253813134748674,
      "hitRateLift1D": -0.12261070022092019,
      "portfolioSize": 4,
      "activationRate": 0.1615598885793872,
      "activationCount": 58,
      "baselineHitRates": {
        "1": 0.48467966573816157,
        "5": 0.4394366197183099,
        "10": 0.4114285714285714
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -2.3216581665192586,
      "avgForwardReturns": {
        "1": -0.00914419861662094,
        "5": -0.03574562201136887,
        "10": -0.06378804296607282
      },
      "shadowMaxDrawdown": -0.43050196152335496,
      "shadowTotalReturn": -0.43050196152335496,
      "avgForwardReturn1D": -0.00914419861662094,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-05",
        "2025-03-06"
      ],
      "horizonObservationCounts": {
        "1": 58,
        "5": 58,
        "10": 58
      },
      "baselineAvgForwardReturns": {
        "1": -0.001890385481872266,
        "5": -0.008520802016714754,
        "10": -0.016738646570313983
      }
    },
    {
      "topN": 5,
      "ticker": "ADBE",
      "hitRates": {
        "1": 0.3620689655172414,
        "5": 0.1724137931034483,
        "10": 0.20689655172413793
      },
      "hitRate1D": 0.3620689655172414,
      "rankWeights": [
        0.4000000000000001,
        0.30000000000000004,
        0.20000000000000004,
        0.10000000000000002
      ],
      "comboQuality": 0.002063034328134604,
      "eligibleDays": 359,
      "fitnessScore": -1.0099326927574315,
      "lookbackDays": 30,
      "returnLift1D": -0.007253813134748674,
      "hitRateLift1D": -0.12261070022092019,
      "portfolioSize": 5,
      "activationRate": 0.1615598885793872,
      "activationCount": 58,
      "baselineHitRates": {
        "1": 0.48467966573816157,
        "5": 0.4394366197183099,
        "10": 0.4114285714285714
      },
      "sampleConfidence": 1,
      "shadowSharpeLike": -2.3216581665192586,
      "avgForwardReturns": {
        "1": -0.00914419861662094,
        "5": -0.03574562201136887,
        "10": -0.06378804296607282
      },
      "shadowMaxDrawdown": -0.43050196152335496,
      "shadowTotalReturn": -0.43050196152335496,
      "avgForwardReturn1D": -0.00914419861662094,
      "riskOffActivations": 0,
      "activationDatesSample": [
        "2025-02-19",
        "2025-02-20",
        "2025-02-21",
        "2025-02-24",
        "2025-02-25",
        "2025-02-26",
        "2025-02-27",
        "2025-02-28",
        "2025-03-05",
        "2025-03-06"
      ],
      "horizonObservationCounts": {
        "1": 58,
        "5": 58,
        "10": 58
      },
      "baselineAvgForwardReturns": {
        "1": -0.001890385481872266,
        "5": -0.008520802016714754,
        "10": -0.016738646570313983
      }
    }
  ],
  "interpretation": {
    "scoreMeaning": "The effective fit score after applying the conservative confidence penalty.",
    "backendMeaning": "This Force evaluator uses the alpha1 backend logic that powers the current Force preview path.",
    "fitScopeMeaning": "Force fit is currently universe-conditioned because the stock competes against the tested Force universe at each ranking step.",
    "rawScoreMeaning": "The unadjusted Force-family fit estimate before the conservative confidence penalty.",
    "algorithmFitMeaning": "Measures how consistently this stock works across the Force strategy family within this tested universe.",
    "confidenceAdjustmentMeaning": "The current conservative_penalty adjustment retains the existing formula used by the shared family-fit core."
  },
  "lookbackSummary": [
    {
      "comboQuality": 0.10475004245318364,
      "fitnessScore": -0.1220157194224797,
      "lookbackDays": 14,
      "returnLift1D": 0.000023301308822625986,
      "activationRate": 0.22666666666666666,
      "activationCount": 85,
      "sampleConfidence": 0.9913725490196079,
      "bestPortfolioSize": 3,
      "shadowTotalReturn": -0.16471961019428838,
      "avgForwardReturn1D": -0.001646608338809328
    },
    {
      "comboQuality": 0.019452304002527503,
      "fitnessScore": -0.5124320690166327,
      "lookbackDays": 21,
      "returnLift1D": -0.004576615064981824,
      "activationRate": 0.11413043478260869,
      "activationCount": 42,
      "sampleConfidence": 0.980952380952381,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.24668499941835154,
      "avgForwardReturn1D": -0.006287359362484646
    },
    {
      "comboQuality": 0.040604521458223394,
      "fitnessScore": -0.34573326897491835,
      "lookbackDays": 30,
      "returnLift1D": -0.0030345473669827283,
      "activationRate": 0.06128133704735376,
      "activationCount": 22,
      "sampleConfidence": 1,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": -0.10986030802851754,
      "avgForwardReturn1D": -0.004924932848854994
    },
    {
      "comboQuality": 0.7077752447318042,
      "fitnessScore": 0.5446127427938189,
      "lookbackDays": 45,
      "returnLift1D": 0.0045057160709837596,
      "activationRate": 0.00872093023255814,
      "activationCount": 3,
      "sampleConfidence": 0.663014084041408,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": 0.0070860315868119805,
      "avgForwardReturn1D": 0.002691969902769061
    },
    {
      "comboQuality": 0.08637791761237981,
      "fitnessScore": -0.16891068886715102,
      "lookbackDays": 63,
      "returnLift1D": 0.0014372417613813225,
      "activationRate": 0,
      "activationCount": 0,
      "sampleConfidence": 0.25,
      "bestPortfolioSize": 2,
      "shadowTotalReturn": 0,
      "avgForwardReturn1D": 0
    }
  ],
  "strategyOptions": {
    "shadow": "Scores the stock like a standalone trade-only-when-active strategy.",
    "blended": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance.",
    "coverage": "Rewards stocks that activate often without giving up too much quality.",
    "precision": "Prioritizes hit rate and average return after activation."
  },
  "backendAlgorithm": "alpha1",
  "universeIdentity": {
    "hash": "094f7df597584c03148bd298f8caca535802732ca7a43d6a366e3cdbb22ec6a1",
    "size": 13,
    "members": [
      "ADBE",
      "SMH",
      "XLB",
      "XLC",
      "XLE",
      "XLF",
      "XLI",
      "XLK",
      "XLP",
      "XLRE",
      "XLU",
      "XLV",
      "XLY"
    ],
    "version": 1
  },
  "scoreModeDescription": "Recommended. Mixes activation quality, activation frequency, return lift, and shadow performance."
}