Datasets:
data: validation
Browse files- validation/backtest_2018_2020.json +118 -0
- validation/backtest_2019_2021.json +118 -0
- validation/backtest_2020_2022.json +118 -0
- validation/backtest_2021_2022.json +118 -0
- validation/backtest_tri_2021_2022.json +26 -0
- validation/kernel_test.json +50 -0
- validation/kernel_test2.json +26 -0
- validation/validation_geo.json +80 -0
validation/backtest_2018_2020.json
ADDED
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{
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"base": 2018,
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"target": 2020,
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"all": {
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"r": 0.9986882628095259,
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"median_abs_rel_err": 0.006836360471230929,
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"within_1pct": 0.6391367193340975,
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"within_10pct": 0.9580571200717739,
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"within_50pct": 0.9871280466530429
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"by_tier_used": {
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"NA": {
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"n": 68,
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"epa_total": 4196.981121070271,
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"pred_total": null,
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"r": null,
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"within_10pct": null,
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"within_50pct": null
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},
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"T0": {
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"n": 1752,
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"epa_total": 0.0,
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"pred_total": 0.0,
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"r": NaN,
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"within_10pct": null,
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"within_50pct": null
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},
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"T1": {
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"n": 73833,
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"epa_total": 264814175.92096865,
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"r": 0.9999477295290004,
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"median_abs_rel_err": 0.0063430193016198455,
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"T3": {
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"T4": {
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"r": 0.9811955320478274,
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"median_abs_rel_err": 0.2631894137818178,
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"within_1pct": 0.022292993630573247,
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"within_10pct": 0.22656960873521384,
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"within_50pct": 0.724294813466788
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}
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},
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"leave_one_out": {
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"p1": {
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"n": 73833,
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"epa_total": 264814175.92096865,
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"pred_total": 266226606.32429639,
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"r": 0.9999477295290004,
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"median_abs_rel_err": 0.0063430193016198455,
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"p2": {
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"p3": {
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"p4": {
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"within_50pct": 0.6027494573439452
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}
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}
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}
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validation/backtest_2019_2021.json
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{
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"base": 2019,
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"target": 2021,
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| 4 |
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"all": {
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| 5 |
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"n": 81403,
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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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"within_50pct": 0.9874000301795685
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},
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| 14 |
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"by_tier_used": {
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| 15 |
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"NA": {
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| 16 |
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"n": 61,
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| 17 |
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"epa_total": 4650.706578488745,
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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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| 25 |
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"T0": {
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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"r": NaN,
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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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"T1": {
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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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| 43 |
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| 44 |
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| 45 |
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"T2": {
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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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| 53 |
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| 54 |
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| 55 |
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"T3": {
|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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"T4": {
|
| 66 |
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|
| 67 |
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|
| 68 |
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| 69 |
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| 70 |
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| 71 |
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|
| 72 |
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| 73 |
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| 74 |
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}
|
| 75 |
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},
|
| 76 |
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"leave_one_out": {
|
| 77 |
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"p1": {
|
| 78 |
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|
| 79 |
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| 80 |
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| 81 |
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| 101 |
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| 102 |
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|
| 103 |
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"within_1pct": 0.009283369183742783,
|
| 104 |
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|
| 105 |
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| 106 |
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|
| 107 |
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|
| 108 |
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|
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|
| 110 |
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"r": 0.9098292846305016,
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| 112 |
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| 114 |
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| 116 |
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}
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| 117 |
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}
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| 118 |
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}
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validation/backtest_2020_2022.json
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| 1 |
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| 118 |
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|
validation/backtest_2021_2022.json
ADDED
|
@@ -0,0 +1,118 @@
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|
| 118 |
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|
validation/backtest_tri_2021_2022.json
ADDED
|
@@ -0,0 +1,26 @@
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|
| 1 |
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{
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|
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|
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| 10 |
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"median_abs_rel_err": 0.003364590776969656,
|
| 11 |
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|
| 12 |
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"n_epa_only": 886,
|
| 13 |
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"score_epa_only": 1927897.4407406235,
|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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"facility_level": {
|
| 18 |
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"n": 15794,
|
| 19 |
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"r": 0.9807231464317182,
|
| 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 |
+
"top10_overlap": 9
|
| 26 |
+
}
|
validation/kernel_test.json
ADDED
|
@@ -0,0 +1,50 @@
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|
|
| 1 |
+
{
|
| 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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|
| 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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|
| 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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"media1": [
|
| 26 |
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718,
|
| 27 |
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|
| 28 |
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],
|
| 29 |
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"media2": [
|
| 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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"sc": {
|
| 35 |
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"n": 1456,
|
| 36 |
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"median_abs_rel_err": 0.34647510569243634,
|
| 37 |
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"within_25pct": 0.3907967032967033,
|
| 38 |
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|
| 39 |
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"r_log": 0.8597628023955589,
|
| 40 |
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|
| 41 |
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"media1": [
|
| 42 |
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|
| 43 |
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|
| 44 |
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],
|
| 45 |
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"media2": [
|
| 46 |
+
738,
|
| 47 |
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|
| 48 |
+
]
|
| 49 |
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}
|
| 50 |
+
}
|
validation/kernel_test2.json
ADDED
|
@@ -0,0 +1,26 @@
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"0": {
|
| 3 |
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"n": 741,
|
| 4 |
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|
| 5 |
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"within_25pct": 0.42645074224021595,
|
| 6 |
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"total_ratio": 1.012271895384542
|
| 7 |
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},
|
| 8 |
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"10": {
|
| 9 |
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"n": 741,
|
| 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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"25": {
|
| 15 |
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|
| 16 |
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|
| 17 |
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"within_25pct": 0.4925775978407557,
|
| 18 |
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"total_ratio": 1.0504254146496037
|
| 19 |
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|
| 20 |
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"60": {
|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
+
"total_ratio": 1.0566575487050767
|
| 25 |
+
}
|
| 26 |
+
}
|
validation/validation_geo.json
ADDED
|
@@ -0,0 +1,80 @@
|
|
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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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|
|
|
|
|
|
|
|
|
|
|
|
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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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|
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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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|
|
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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 |
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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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|
| 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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|
| 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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"tracts": {
|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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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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|
| 43 |
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|
| 44 |
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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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|
| 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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|
| 58 |
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| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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},
|
| 71 |
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"calenviroscreen5": {
|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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"r_vs_epa_2022": 0.7431090222058621
|
| 79 |
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}
|
| 80 |
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}
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