Upload folder using huggingface_hub
Browse files- README.md +39 -3
- metadata.json +19 -0
- ml_health_report.json +151 -0
- score_targets.json +23 -0
- training_run_summary.json +221 -0
- v1_balanced_HRYG.calibration.json +70 -0
- v1_balanced_HRYG.pkl +3 -0
- v1_balanced_HRYG.summary.json +1141 -0
- v1_balanced_HRYH.calibration.json +70 -0
- v1_balanced_HRYH.pkl +3 -0
- v1_balanced_HRYH.summary.json +1141 -0
- v1_balanced_HRYR.calibration.json +70 -0
- v1_balanced_HRYR.pkl +3 -0
- v1_balanced_HRYR.summary.json +917 -0
- v1_balanced_HRZA.calibration.json +70 -0
- v1_balanced_HRZA.pkl +3 -0
- v1_balanced_HRZA.summary.json +1141 -0
README.md
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---
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---
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language: en
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license: apache-2.0
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tags:
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- weather
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- forecasting
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- aviation
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- rwanda
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- metar
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---
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# Aurora Rwanda Airport Weather Models (v1_balanced)
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This repository contains trained multi-horizon weather forecasting models for Rwanda airports:
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- HRYR (Kigali)
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- HRZA (Kamembe)
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- HRYG (Gisenyi)
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- HRYH (Huye)
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## What’s inside
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- `v1_balanced_*.pkl` model bundles
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- `v1_balanced_*.summary.json` training/eval summaries
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- `v1_balanced_*.calibration.json` flight-rules calibration
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- `score_targets.json` scoring gates
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- `ml_health_report.json` latest health report
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## Forecast horizons
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1h, 3h, 6h, 12h, 24h, 48h, 72h
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## Data sources (training)
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- METAR history (Ogimet + AviationWeather.gov recent)
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- NOAA ISD Global Hourly
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- Open-Meteo archive
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## Usage
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Load `*.pkl` with Python and call `predict_trained_forecast` from the Aurora codebase.
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## Safety/Disclaimer
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These models are for decision support and research. Always consult official aviation weather sources for operational decisions.
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metadata.json
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{
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"createdAtUtc": "2026-03-25T15:08:49Z",
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"model_version": "v1_balanced",
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"airports": [
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"HRYR",
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"HRZA",
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"HRYG",
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"HRYH"
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],
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"horizons": [
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1,
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3,
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6,
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12,
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24,
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48,
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72
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]
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}
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ml_health_report.json
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{
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"airports": {
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"HRYR": {
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"status": "error",
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"score": 0.41609625870113587,
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| 6 |
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"macroF1ByHorizonVal": {
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"1": 0.41609625870113587
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},
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"macroF1MeanTest": 0.4416615821331086,
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"targetMin": 0.8,
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| 11 |
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"targetStretch": 0.83,
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| 12 |
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"requiredHorizons": [
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1,
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3,
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6,
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12,
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24,
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48,
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72
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],
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"summaryPath": "data_cache/models/v1_balanced_HRYR.summary.json"
|
| 22 |
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},
|
| 23 |
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"HRZA": {
|
| 24 |
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"status": "warn",
|
| 25 |
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"score": null,
|
| 26 |
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"macroF1ByHorizonVal": {},
|
| 27 |
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"macroF1MeanTest": 0.13752439997426852,
|
| 28 |
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"targetMin": 0.8,
|
| 29 |
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"targetStretch": 0.83,
|
| 30 |
+
"requiredHorizons": [
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1,
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3,
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6,
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12,
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24,
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48,
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72
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],
|
| 39 |
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"summaryPath": "data_cache/models/v1_balanced_HRZA.summary.json"
|
| 40 |
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},
|
| 41 |
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"HRYG": {
|
| 42 |
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"status": "warn",
|
| 43 |
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"score": null,
|
| 44 |
+
"macroF1ByHorizonVal": {},
|
| 45 |
+
"macroF1MeanTest": 0.13885280172248257,
|
| 46 |
+
"targetMin": 0.8,
|
| 47 |
+
"targetStretch": 0.83,
|
| 48 |
+
"requiredHorizons": [
|
| 49 |
+
1,
|
| 50 |
+
3,
|
| 51 |
+
6,
|
| 52 |
+
12,
|
| 53 |
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24,
|
| 54 |
+
48,
|
| 55 |
+
72
|
| 56 |
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],
|
| 57 |
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"summaryPath": "data_cache/models/v1_balanced_HRYG.summary.json"
|
| 58 |
+
},
|
| 59 |
+
"HRYH": {
|
| 60 |
+
"status": "warn",
|
| 61 |
+
"score": null,
|
| 62 |
+
"macroF1ByHorizonVal": {},
|
| 63 |
+
"macroF1MeanTest": 0.27046066944587316,
|
| 64 |
+
"targetMin": 0.8,
|
| 65 |
+
"targetStretch": 0.83,
|
| 66 |
+
"requiredHorizons": [
|
| 67 |
+
1,
|
| 68 |
+
3,
|
| 69 |
+
6,
|
| 70 |
+
12,
|
| 71 |
+
24,
|
| 72 |
+
48,
|
| 73 |
+
72
|
| 74 |
+
],
|
| 75 |
+
"summaryPath": "data_cache/models/v1_balanced_HRYH.summary.json"
|
| 76 |
+
}
|
| 77 |
+
},
|
| 78 |
+
"alerts": [
|
| 79 |
+
{
|
| 80 |
+
"airport": "HRYR",
|
| 81 |
+
"level": "error",
|
| 82 |
+
"message": "Score 0.4161 below minimum 0.8000"
|
| 83 |
+
},
|
| 84 |
+
{
|
| 85 |
+
"airport": "HRYR",
|
| 86 |
+
"level": "error",
|
| 87 |
+
"message": "H1 macro-F1 0.4161 below floor 0.7200"
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"airport": "HRYR",
|
| 91 |
+
"level": "warn",
|
| 92 |
+
"message": "Missing horizon 3 val macro-F1"
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"airport": "HRYR",
|
| 96 |
+
"level": "warn",
|
| 97 |
+
"message": "Missing horizon 6 val macro-F1"
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"airport": "HRYR",
|
| 101 |
+
"level": "warn",
|
| 102 |
+
"message": "Missing horizon 12 val macro-F1"
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"airport": "HRYR",
|
| 106 |
+
"level": "warn",
|
| 107 |
+
"message": "Missing horizon 24 val macro-F1"
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"airport": "HRYR",
|
| 111 |
+
"level": "warn",
|
| 112 |
+
"message": "Missing horizon 48 val macro-F1"
|
| 113 |
+
},
|
| 114 |
+
{
|
| 115 |
+
"airport": "HRYR",
|
| 116 |
+
"level": "warn",
|
| 117 |
+
"message": "Missing horizon 72 val macro-F1"
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"airport": "HRZA",
|
| 121 |
+
"level": "warn",
|
| 122 |
+
"message": "No classification rows in summary"
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"airport": "HRYG",
|
| 126 |
+
"level": "warn",
|
| 127 |
+
"message": "No classification rows in summary"
|
| 128 |
+
},
|
| 129 |
+
{
|
| 130 |
+
"airport": "HRYH",
|
| 131 |
+
"level": "warn",
|
| 132 |
+
"message": "No classification rows in summary"
|
| 133 |
+
}
|
| 134 |
+
],
|
| 135 |
+
"promotion": {
|
| 136 |
+
"eligible": false,
|
| 137 |
+
"reasons": [
|
| 138 |
+
"HRYR: below_min_target",
|
| 139 |
+
"HRYR: horizon_1_below_floor",
|
| 140 |
+
"HRYR: missing_horizon_3",
|
| 141 |
+
"HRYR: missing_horizon_6",
|
| 142 |
+
"HRYR: missing_horizon_12",
|
| 143 |
+
"HRYR: missing_horizon_24",
|
| 144 |
+
"HRYR: missing_horizon_48",
|
| 145 |
+
"HRYR: missing_horizon_72",
|
| 146 |
+
"HRZA: no_val_classification_rows",
|
| 147 |
+
"HRYG: no_val_classification_rows",
|
| 148 |
+
"HRYH: no_val_classification_rows"
|
| 149 |
+
]
|
| 150 |
+
}
|
| 151 |
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}
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score_targets.json
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{
|
| 2 |
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"airportMinScore": {
|
| 3 |
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"HRYR": 0.8,
|
| 4 |
+
"HRZA": 0.8,
|
| 5 |
+
"HRYG": 0.8,
|
| 6 |
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"HRYH": 0.8
|
| 7 |
+
},
|
| 8 |
+
"airportStretchScore": {
|
| 9 |
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"HRYR": 0.83,
|
| 10 |
+
"HRZA": 0.83,
|
| 11 |
+
"HRYG": 0.83,
|
| 12 |
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"HRYH": 0.83
|
| 13 |
+
},
|
| 14 |
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"horizonFloor": {
|
| 15 |
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"1": 0.72,
|
| 16 |
+
"3": 0.72,
|
| 17 |
+
"6": 0.7,
|
| 18 |
+
"12": 0.68,
|
| 19 |
+
"24": 0.65,
|
| 20 |
+
"48": 0.62,
|
| 21 |
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"72": 0.6
|
| 22 |
+
}
|
| 23 |
+
}
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training_run_summary.json
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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{
|
| 4 |
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|
| 5 |
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| 6 |
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1
|
| 7 |
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],
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 34 |
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| 35 |
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| 36 |
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| 42 |
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| 44 |
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| 58 |
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| 60 |
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| 64 |
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| 66 |
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| 74 |
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| 77 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 113 |
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| 114 |
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| 115 |
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| 117 |
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| 118 |
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| 120 |
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| 121 |
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| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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| 127 |
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| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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| 137 |
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| 138 |
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|
| 139 |
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|
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|
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| 155 |
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|
| 156 |
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| 171 |
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| 172 |
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|
| 173 |
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| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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| 189 |
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| 190 |
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| 191 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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},
|
| 198 |
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"modelFamily": "hgb",
|
| 199 |
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"featureVariant": "baseline",
|
| 200 |
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"modelParams": {
|
| 201 |
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"learning_rate": 0.05,
|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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},
|
| 207 |
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|
| 208 |
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"1": {
|
| 209 |
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|
| 210 |
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| 216 |
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| 217 |
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},
|
| 218 |
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"skippedHorizons": []
|
| 219 |
+
}
|
| 220 |
+
]
|
| 221 |
+
}
|
v1_balanced_HRYG.calibration.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"updatedAtUtc": "2026-03-25T14:41:16Z",
|
| 3 |
+
"thresholdsByHorizon": {
|
| 4 |
+
"1": {
|
| 5 |
+
"lifr_vis_m": 1800,
|
| 6 |
+
"ifr_vis_m": 6000,
|
| 7 |
+
"mvfr_vis_m": 9000,
|
| 8 |
+
"lifr_ceiling_ft": 600,
|
| 9 |
+
"ifr_ceiling_ft": 1200,
|
| 10 |
+
"mvfr_ceiling_ft": 3500
|
| 11 |
+
},
|
| 12 |
+
"3": {
|
| 13 |
+
"lifr_vis_m": 1800,
|
| 14 |
+
"ifr_vis_m": 6000,
|
| 15 |
+
"mvfr_vis_m": 9000,
|
| 16 |
+
"lifr_ceiling_ft": 400,
|
| 17 |
+
"ifr_ceiling_ft": 1000,
|
| 18 |
+
"mvfr_ceiling_ft": 3000
|
| 19 |
+
},
|
| 20 |
+
"6": {
|
| 21 |
+
"lifr_vis_m": 1800,
|
| 22 |
+
"ifr_vis_m": 6000,
|
| 23 |
+
"mvfr_vis_m": 9000,
|
| 24 |
+
"lifr_ceiling_ft": 600,
|
| 25 |
+
"ifr_ceiling_ft": 1200,
|
| 26 |
+
"mvfr_ceiling_ft": 3500
|
| 27 |
+
},
|
| 28 |
+
"12": {
|
| 29 |
+
"lifr_vis_m": 1800,
|
| 30 |
+
"ifr_vis_m": 6000,
|
| 31 |
+
"mvfr_vis_m": 9000,
|
| 32 |
+
"lifr_ceiling_ft": 400,
|
| 33 |
+
"ifr_ceiling_ft": 1000,
|
| 34 |
+
"mvfr_ceiling_ft": 3000
|
| 35 |
+
},
|
| 36 |
+
"24": {
|
| 37 |
+
"lifr_vis_m": 1800,
|
| 38 |
+
"ifr_vis_m": 6000,
|
| 39 |
+
"mvfr_vis_m": 9000,
|
| 40 |
+
"lifr_ceiling_ft": 300,
|
| 41 |
+
"ifr_ceiling_ft": 800,
|
| 42 |
+
"mvfr_ceiling_ft": 2500
|
| 43 |
+
},
|
| 44 |
+
"48": {
|
| 45 |
+
"lifr_vis_m": 1800,
|
| 46 |
+
"ifr_vis_m": 6000,
|
| 47 |
+
"mvfr_vis_m": 9000,
|
| 48 |
+
"lifr_ceiling_ft": 300,
|
| 49 |
+
"ifr_ceiling_ft": 800,
|
| 50 |
+
"mvfr_ceiling_ft": 2500
|
| 51 |
+
},
|
| 52 |
+
"72": {
|
| 53 |
+
"lifr_vis_m": 1800,
|
| 54 |
+
"ifr_vis_m": 6000,
|
| 55 |
+
"mvfr_vis_m": 9000,
|
| 56 |
+
"lifr_ceiling_ft": 600,
|
| 57 |
+
"ifr_ceiling_ft": 1200,
|
| 58 |
+
"mvfr_ceiling_ft": 3500
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"valF1ByHorizon": {
|
| 62 |
+
"1": 0.4443025179248628,
|
| 63 |
+
"3": 0.4113397513094259,
|
| 64 |
+
"6": 0.37190216179316105,
|
| 65 |
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"12": 0.3526286143090865,
|
| 66 |
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"24": 0.34986184653593677,
|
| 67 |
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"48": 0.33247968039566417,
|
| 68 |
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"72": 0.33001578733324305
|
| 69 |
+
}
|
| 70 |
+
}
|
v1_balanced_HRYG.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:16d5656a29c7d4fc2fbbf5eb024d271a133b84cb8f106f1f83c345b98034c6a7
|
| 3 |
+
size 208908977
|
v1_balanced_HRYG.summary.json
ADDED
|
@@ -0,0 +1,1141 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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"valCoverage": 0.03677008118402996,
|
| 1118 |
+
"testCoverage": 0.04042528632440266,
|
| 1119 |
+
"minRequiredCoverage": 0.12
|
| 1120 |
+
},
|
| 1121 |
+
"48": {
|
| 1122 |
+
"trainRows": 71953,
|
| 1123 |
+
"valRows": 2866,
|
| 1124 |
+
"testRows": 3151,
|
| 1125 |
+
"trainCoverage": 0.9228292933179428,
|
| 1126 |
+
"valCoverage": 0.03675772733102475,
|
| 1127 |
+
"testCoverage": 0.04041297935103245,
|
| 1128 |
+
"minRequiredCoverage": 0.12
|
| 1129 |
+
},
|
| 1130 |
+
"72": {
|
| 1131 |
+
"trainRows": 71960,
|
| 1132 |
+
"valRows": 2855,
|
| 1133 |
+
"testRows": 3149,
|
| 1134 |
+
"trainCoverage": 0.9229900979939459,
|
| 1135 |
+
"valCoverage": 0.03661946539428454,
|
| 1136 |
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"testCoverage": 0.04039043661176953,
|
| 1137 |
+
"minRequiredCoverage": 0.12
|
| 1138 |
+
}
|
| 1139 |
+
},
|
| 1140 |
+
"skippedHorizons": []
|
| 1141 |
+
}
|
v1_balanced_HRYH.calibration.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"updatedAtUtc": "2026-03-25T12:29:07Z",
|
| 3 |
+
"thresholdsByHorizon": {
|
| 4 |
+
"1": {
|
| 5 |
+
"lifr_vis_m": 1800,
|
| 6 |
+
"ifr_vis_m": 6000,
|
| 7 |
+
"mvfr_vis_m": 9000,
|
| 8 |
+
"lifr_ceiling_ft": 400,
|
| 9 |
+
"ifr_ceiling_ft": 1000,
|
| 10 |
+
"mvfr_ceiling_ft": 3000
|
| 11 |
+
},
|
| 12 |
+
"3": {
|
| 13 |
+
"lifr_vis_m": 1800,
|
| 14 |
+
"ifr_vis_m": 6000,
|
| 15 |
+
"mvfr_vis_m": 9000,
|
| 16 |
+
"lifr_ceiling_ft": 300,
|
| 17 |
+
"ifr_ceiling_ft": 800,
|
| 18 |
+
"mvfr_ceiling_ft": 2500
|
| 19 |
+
},
|
| 20 |
+
"6": {
|
| 21 |
+
"lifr_vis_m": 1800,
|
| 22 |
+
"ifr_vis_m": 6000,
|
| 23 |
+
"mvfr_vis_m": 9000,
|
| 24 |
+
"lifr_ceiling_ft": 300,
|
| 25 |
+
"ifr_ceiling_ft": 800,
|
| 26 |
+
"mvfr_ceiling_ft": 2500
|
| 27 |
+
},
|
| 28 |
+
"12": {
|
| 29 |
+
"lifr_vis_m": 1800,
|
| 30 |
+
"ifr_vis_m": 6000,
|
| 31 |
+
"mvfr_vis_m": 9000,
|
| 32 |
+
"lifr_ceiling_ft": 400,
|
| 33 |
+
"ifr_ceiling_ft": 1000,
|
| 34 |
+
"mvfr_ceiling_ft": 3000
|
| 35 |
+
},
|
| 36 |
+
"24": {
|
| 37 |
+
"lifr_vis_m": 1800,
|
| 38 |
+
"ifr_vis_m": 6000,
|
| 39 |
+
"mvfr_vis_m": 9000,
|
| 40 |
+
"lifr_ceiling_ft": 300,
|
| 41 |
+
"ifr_ceiling_ft": 800,
|
| 42 |
+
"mvfr_ceiling_ft": 2500
|
| 43 |
+
},
|
| 44 |
+
"48": {
|
| 45 |
+
"lifr_vis_m": 1800,
|
| 46 |
+
"ifr_vis_m": 6000,
|
| 47 |
+
"mvfr_vis_m": 9000,
|
| 48 |
+
"lifr_ceiling_ft": 300,
|
| 49 |
+
"ifr_ceiling_ft": 800,
|
| 50 |
+
"mvfr_ceiling_ft": 2500
|
| 51 |
+
},
|
| 52 |
+
"72": {
|
| 53 |
+
"lifr_vis_m": 1800,
|
| 54 |
+
"ifr_vis_m": 6000,
|
| 55 |
+
"mvfr_vis_m": 9000,
|
| 56 |
+
"lifr_ceiling_ft": 400,
|
| 57 |
+
"ifr_ceiling_ft": 1000,
|
| 58 |
+
"mvfr_ceiling_ft": 3000
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"valF1ByHorizon": {
|
| 62 |
+
"1": 0.41731299212039125,
|
| 63 |
+
"3": 0.36440556133146623,
|
| 64 |
+
"6": 0.3269970794777896,
|
| 65 |
+
"12": 0.30893088976525507,
|
| 66 |
+
"24": 0.3197664925057498,
|
| 67 |
+
"48": 0.31121011719868125,
|
| 68 |
+
"72": 0.30247702599200316
|
| 69 |
+
}
|
| 70 |
+
}
|
v1_balanced_HRYH.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:060770dc5a380e0ad47237e49af2d14373413c0afd0b3db7791c9158666818f6
|
| 3 |
+
size 150748798
|
v1_balanced_HRYH.summary.json
ADDED
|
@@ -0,0 +1,1141 @@
|
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| 1 |
+
{
|
| 2 |
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| 3 |
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| 4 |
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1,
|
| 5 |
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3,
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| 6 |
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6,
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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72
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| 11 |
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],
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| 12 |
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| 13 |
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| 14 |
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1997,
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| 15 |
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| 16 |
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],
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| 17 |
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|
| 18 |
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2022,
|
| 19 |
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|
| 20 |
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],
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| 21 |
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|
| 22 |
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|
| 23 |
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| 24 |
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| 25 |
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| 26 |
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|
| 27 |
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"generatedAtUtc": "2026-03-25T15:06:22Z",
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| 28 |
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| 29 |
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{
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 42 |
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| 46 |
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| 48 |
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| 49 |
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| 54 |
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{
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| 1140 |
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|
| 1141 |
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}
|
v1_balanced_HRYR.calibration.json
ADDED
|
@@ -0,0 +1,70 @@
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|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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"updatedAtUtc": "2026-03-25T14:05:31Z",
|
| 3 |
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"thresholdsByHorizon": {
|
| 4 |
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"1": {
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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},
|
| 12 |
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"3": {
|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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},
|
| 20 |
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"6": {
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| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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"ifr_ceiling_ft": 1200,
|
| 26 |
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"mvfr_ceiling_ft": 3500
|
| 27 |
+
},
|
| 28 |
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"12": {
|
| 29 |
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"lifr_vis_m": 1800,
|
| 30 |
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|
| 31 |
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|
| 32 |
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"lifr_ceiling_ft": 600,
|
| 33 |
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"ifr_ceiling_ft": 1200,
|
| 34 |
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"mvfr_ceiling_ft": 3500
|
| 35 |
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},
|
| 36 |
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"24": {
|
| 37 |
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"lifr_vis_m": 1800,
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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},
|
| 44 |
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"48": {
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| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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},
|
| 52 |
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"72": {
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| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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"ifr_ceiling_ft": 1200,
|
| 58 |
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|
| 59 |
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}
|
| 60 |
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},
|
| 61 |
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"valF1ByHorizon": {
|
| 62 |
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"1": 0.38215469245048206,
|
| 63 |
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"3": 0.3210564173800454,
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"6": 0.3053314413144221,
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"12": 0.2896938175787206,
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"72": 0.2367494377554539
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| 69 |
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}
|
| 70 |
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}
|
v1_balanced_HRYR.pkl
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:e7b1244ad240af21c3ae0872e78ebcfab3854a445e476a77607504455117453c
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| 3 |
+
size 165904853
|
v1_balanced_HRYR.summary.json
ADDED
|
@@ -0,0 +1,917 @@
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|
| 1 |
+
{
|
| 2 |
+
"airport": "HRYR",
|
| 3 |
+
"horizons": [
|
| 4 |
+
1,
|
| 5 |
+
3,
|
| 6 |
+
6,
|
| 7 |
+
12,
|
| 8 |
+
24,
|
| 9 |
+
48,
|
| 10 |
+
72
|
| 11 |
+
],
|
| 12 |
+
"split": {
|
| 13 |
+
"train": [
|
| 14 |
+
1997,
|
| 15 |
+
2021
|
| 16 |
+
],
|
| 17 |
+
"val": [
|
| 18 |
+
2022,
|
| 19 |
+
2023
|
| 20 |
+
],
|
| 21 |
+
"test": [
|
| 22 |
+
2024,
|
| 23 |
+
2025
|
| 24 |
+
]
|
| 25 |
+
},
|
| 26 |
+
"lookbackHours": 48,
|
| 27 |
+
"generatedAtUtc": "2026-03-25T14:05:23Z",
|
| 28 |
+
"regression": [
|
| 29 |
+
{
|
| 30 |
+
"horizonHours": 1,
|
| 31 |
+
"target": "temp_c",
|
| 32 |
+
"split": "val",
|
| 33 |
+
"mae": 0.7864822794795892,
|
| 34 |
+
"rmse": 1.1433457858376705,
|
| 35 |
+
"n": 17243
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"horizonHours": 1,
|
| 39 |
+
"target": "temp_c",
|
| 40 |
+
"split": "test",
|
| 41 |
+
"mae": 0.8088962973898995,
|
| 42 |
+
"rmse": 1.1528629989150134,
|
| 43 |
+
"n": 13940
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"horizonHours": 1,
|
| 47 |
+
"target": "dew_c",
|
| 48 |
+
"split": "val",
|
| 49 |
+
"mae": 0.6423368977842093,
|
| 50 |
+
"rmse": 0.8650470241123026,
|
| 51 |
+
"n": 17242
|
| 52 |
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},
|
| 53 |
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{
|
| 54 |
+
"horizonHours": 1,
|
| 55 |
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"target": "dew_c",
|
| 56 |
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"split": "test",
|
| 57 |
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"mae": 0.7074599808797611,
|
| 58 |
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"rmse": 0.9461144377895291,
|
| 59 |
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"n": 13939
|
| 60 |
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},
|
| 61 |
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{
|
| 62 |
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"horizonHours": 1,
|
| 63 |
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"target": "wind_speed_mps",
|
| 64 |
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"split": "val",
|
| 65 |
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"mae": 0.8068851946927728,
|
| 66 |
+
"rmse": 1.1319535934880902,
|
| 67 |
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"n": 17223
|
| 68 |
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},
|
| 69 |
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{
|
| 70 |
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"horizonHours": 1,
|
| 71 |
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"target": "wind_speed_mps",
|
| 72 |
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"split": "test",
|
| 73 |
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"mae": 0.7422108504670413,
|
| 74 |
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"rmse": 1.040490950553186,
|
| 75 |
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"n": 13931
|
| 76 |
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},
|
| 77 |
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{
|
| 78 |
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"horizonHours": 1,
|
| 79 |
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"target": "wind_gust_mps",
|
| 80 |
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"split": "val",
|
| 81 |
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"mae": 0.11481744262602059,
|
| 82 |
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"rmse": 0.20750249091895967,
|
| 83 |
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"n": 17057
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"testCoverage": 0.08478849984745428,
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| 877 |
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"minRequiredCoverage": 0.12
|
| 878 |
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},
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| 879 |
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"12": {
|
| 880 |
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"trainRows": 88868,
|
| 881 |
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"valRows": 13126,
|
| 882 |
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"testRows": 9446,
|
| 883 |
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"trainCoverage": 0.797451543431443,
|
| 884 |
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"valCoverage": 0.11778535534816942,
|
| 885 |
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"testCoverage": 0.08476310122038765,
|
| 886 |
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"minRequiredCoverage": 0.12
|
| 887 |
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},
|
| 888 |
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"24": {
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| 889 |
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|
| 890 |
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"valRows": 13131,
|
| 891 |
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"testRows": 9434,
|
| 892 |
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|
| 893 |
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"valCoverage": 0.11783127989303566,
|
| 894 |
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"testCoverage": 0.0846561796139592,
|
| 895 |
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"minRequiredCoverage": 0.12
|
| 896 |
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},
|
| 897 |
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"48": {
|
| 898 |
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"trainRows": 88882,
|
| 899 |
+
"valRows": 13139,
|
| 900 |
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"testRows": 9413,
|
| 901 |
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"trainCoverage": 0.7976201159430695,
|
| 902 |
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"valCoverage": 0.11790835831074896,
|
| 903 |
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"testCoverage": 0.0844715257461816,
|
| 904 |
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"minRequiredCoverage": 0.12
|
| 905 |
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},
|
| 906 |
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"72": {
|
| 907 |
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|
| 908 |
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|
| 909 |
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"testRows": 9389,
|
| 910 |
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|
| 911 |
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| 912 |
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| 913 |
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|
| 914 |
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}
|
| 915 |
+
},
|
| 916 |
+
"skippedHorizons": []
|
| 917 |
+
}
|
v1_balanced_HRZA.calibration.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"updatedAtUtc": "2026-03-25T14:22:45Z",
|
| 3 |
+
"thresholdsByHorizon": {
|
| 4 |
+
"1": {
|
| 5 |
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"lifr_vis_m": 1800,
|
| 6 |
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|
| 7 |
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"mvfr_vis_m": 9000,
|
| 8 |
+
"lifr_ceiling_ft": 600,
|
| 9 |
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"ifr_ceiling_ft": 1200,
|
| 10 |
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"mvfr_ceiling_ft": 3500
|
| 11 |
+
},
|
| 12 |
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"3": {
|
| 13 |
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"lifr_vis_m": 1800,
|
| 14 |
+
"ifr_vis_m": 6000,
|
| 15 |
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"mvfr_vis_m": 9000,
|
| 16 |
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"lifr_ceiling_ft": 600,
|
| 17 |
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"ifr_ceiling_ft": 1200,
|
| 18 |
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"mvfr_ceiling_ft": 3500
|
| 19 |
+
},
|
| 20 |
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"6": {
|
| 21 |
+
"lifr_vis_m": 1800,
|
| 22 |
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"ifr_vis_m": 6000,
|
| 23 |
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"mvfr_vis_m": 9000,
|
| 24 |
+
"lifr_ceiling_ft": 600,
|
| 25 |
+
"ifr_ceiling_ft": 1200,
|
| 26 |
+
"mvfr_ceiling_ft": 3500
|
| 27 |
+
},
|
| 28 |
+
"12": {
|
| 29 |
+
"lifr_vis_m": 1800,
|
| 30 |
+
"ifr_vis_m": 6000,
|
| 31 |
+
"mvfr_vis_m": 9000,
|
| 32 |
+
"lifr_ceiling_ft": 600,
|
| 33 |
+
"ifr_ceiling_ft": 1200,
|
| 34 |
+
"mvfr_ceiling_ft": 3500
|
| 35 |
+
},
|
| 36 |
+
"24": {
|
| 37 |
+
"lifr_vis_m": 1800,
|
| 38 |
+
"ifr_vis_m": 6000,
|
| 39 |
+
"mvfr_vis_m": 9000,
|
| 40 |
+
"lifr_ceiling_ft": 600,
|
| 41 |
+
"ifr_ceiling_ft": 1200,
|
| 42 |
+
"mvfr_ceiling_ft": 3500
|
| 43 |
+
},
|
| 44 |
+
"48": {
|
| 45 |
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"lifr_vis_m": 1800,
|
| 46 |
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"ifr_vis_m": 6000,
|
| 47 |
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"mvfr_vis_m": 9000,
|
| 48 |
+
"lifr_ceiling_ft": 600,
|
| 49 |
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"ifr_ceiling_ft": 1200,
|
| 50 |
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"mvfr_ceiling_ft": 3500
|
| 51 |
+
},
|
| 52 |
+
"72": {
|
| 53 |
+
"lifr_vis_m": 1800,
|
| 54 |
+
"ifr_vis_m": 6000,
|
| 55 |
+
"mvfr_vis_m": 9000,
|
| 56 |
+
"lifr_ceiling_ft": 600,
|
| 57 |
+
"ifr_ceiling_ft": 1200,
|
| 58 |
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"mvfr_ceiling_ft": 3500
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"valF1ByHorizon": {
|
| 62 |
+
"1": 0.3875505357125879,
|
| 63 |
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"3": 0.3351312653216054,
|
| 64 |
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"6": 0.3552872728935387,
|
| 65 |
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"12": 0.34503981950946633,
|
| 66 |
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"24": 0.36279961980005165,
|
| 67 |
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"48": 0.3187311902972223,
|
| 68 |
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"72": 0.3413500786329373
|
| 69 |
+
}
|
| 70 |
+
}
|
v1_balanced_HRZA.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:370ddb956324667db32230782173079f109b1bd498271ecdc0b006cb394c8a6e
|
| 3 |
+
size 183464781
|
v1_balanced_HRZA.summary.json
ADDED
|
@@ -0,0 +1,1141 @@
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| 1 |
+
{
|
| 2 |
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| 3 |
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| 4 |
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1,
|
| 5 |
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3,
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| 6 |
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6,
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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72
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| 11 |
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],
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| 12 |
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| 13 |
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| 14 |
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1997,
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| 15 |
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| 16 |
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],
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| 17 |
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| 18 |
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|
| 19 |
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|
| 20 |
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],
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| 21 |
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|
| 22 |
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|
| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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{
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 46 |
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| 48 |
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