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gpu-results/ablation-wfp/fine_tuned-metrics.json
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| 1 |
+
{
|
| 2 |
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"n": 256,
|
| 3 |
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"accuracy": 0.75,
|
| 4 |
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"macro_f1_present_classes": 0.7299617533822568,
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| 5 |
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| 6 |
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| 7 |
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| 11 |
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| 12 |
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},
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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"n": 250,
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| 17 |
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| 18 |
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| 19 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 20 |
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},
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| 21 |
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"by_country": {
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| 22 |
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"Burkina Faso": {
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| 23 |
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"n": 9,
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| 24 |
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"accuracy": 0.8888888888888888,
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| 25 |
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| 26 |
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"macro_f1_all_five": 0.5333333333333333,
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| 27 |
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"phase_recall": {
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| 28 |
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"1": 1.0,
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| 29 |
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"2": 1.0,
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| 30 |
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"3": 0.5,
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| 31 |
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"4": 0.0,
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| 32 |
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"5": 0.0
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| 33 |
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},
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| 34 |
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"invalid_rate": 0.0,
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| 35 |
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"ordinal_mae_valid_only": 0.1111111111111111,
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| 36 |
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| 37 |
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"n": 9,
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| 38 |
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"f1": 0.0,
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| 39 |
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"recall": 0.0,
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| 40 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
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| 41 |
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}
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| 42 |
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},
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| 43 |
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"Cameroon": {
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| 44 |
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"n": 6,
|
| 45 |
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"accuracy": 1.0,
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| 46 |
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| 47 |
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"macro_f1_all_five": 0.6,
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| 48 |
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| 49 |
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"1": 1.0,
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| 50 |
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"2": 1.0,
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| 51 |
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"3": 1.0,
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"4": 0.0,
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| 53 |
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"5": 0.0
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| 54 |
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},
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| 55 |
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"invalid_rate": 0.0,
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| 56 |
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| 57 |
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| 58 |
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"n": 6,
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| 59 |
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"f1": 0.0,
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| 60 |
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"recall": 0.0,
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| 61 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
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| 62 |
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}
|
| 63 |
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},
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| 64 |
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"Democratic Republic of the Congo": {
|
| 65 |
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"n": 22,
|
| 66 |
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"accuracy": 0.5454545454545454,
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| 67 |
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"1": 0.625,
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"2": 0.5,
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"n": 16,
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| 80 |
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| 81 |
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"recall": 0.0,
|
| 82 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 83 |
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}
|
| 84 |
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},
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| 85 |
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"Guatemala": {
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| 86 |
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"n": 33,
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| 87 |
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"accuracy": 0.9090909090909091,
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| 88 |
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| 89 |
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"macro_f1_all_five": 0.5283116883116883,
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| 90 |
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"1": 1.0,
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"3": 0.5714285714285714,
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"4": 0.0,
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"5": 0.0
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| 96 |
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},
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"invalid_rate": 0.0,
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"n": 33,
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| 101 |
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| 102 |
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"recall": 0.0,
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| 103 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
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| 104 |
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}
|
| 105 |
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},
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| 106 |
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"Haiti": {
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| 107 |
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"n": 8,
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| 108 |
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"accuracy": 1.0,
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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"1": 0.0,
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| 113 |
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"2": 1.0,
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| 114 |
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"3": 1.0,
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"5": 0.0
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| 117 |
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},
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| 119 |
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| 120 |
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| 121 |
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"n": 8,
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| 122 |
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| 123 |
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"recall": 0.0,
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| 124 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 125 |
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}
|
| 126 |
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},
|
| 127 |
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"Kenya": {
|
| 128 |
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"n": 47,
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| 129 |
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"accuracy": 0.9148936170212766,
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| 130 |
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| 131 |
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"macro_f1_all_five": 0.530952380952381,
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| 132 |
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| 133 |
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"1": 0.9310344827586207,
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| 134 |
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"2": 0.8333333333333334,
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| 135 |
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"3": 1.0,
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| 136 |
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"4": 0.0,
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| 137 |
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"5": 0.0
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| 138 |
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},
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| 139 |
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"invalid_rate": 0.0,
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| 140 |
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| 141 |
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| 142 |
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"n": 47,
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| 143 |
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| 144 |
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"recall": 0.0,
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| 145 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 146 |
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}
|
| 147 |
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},
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| 148 |
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"Madagascar": {
|
| 149 |
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"n": 1,
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| 150 |
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"accuracy": 1.0,
|
| 151 |
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| 152 |
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| 153 |
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"phase_recall": {
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| 154 |
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"1": 1.0,
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| 155 |
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"2": 0.0,
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| 156 |
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"3": 0.0,
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| 157 |
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"4": 0.0,
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| 158 |
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"5": 0.0
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| 159 |
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},
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| 160 |
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"invalid_rate": 0.0,
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| 161 |
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| 162 |
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| 163 |
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"n": 1,
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| 164 |
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"f1": 0.0,
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| 165 |
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"recall": 0.0,
|
| 166 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 167 |
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}
|
| 168 |
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},
|
| 169 |
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"Malawi": {
|
| 170 |
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"n": 23,
|
| 171 |
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"accuracy": 0.8695652173913043,
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| 172 |
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| 173 |
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"macro_f1_all_five": 0.4958461538461538,
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| 174 |
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| 175 |
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"1": 1.0,
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"2": 0.625,
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| 177 |
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"3": 1.0,
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"4": 0.0,
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"5": 0.0
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| 180 |
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},
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"n": 23,
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| 185 |
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| 186 |
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| 187 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 188 |
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}
|
| 189 |
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},
|
| 190 |
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"Mali": {
|
| 191 |
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"n": 2,
|
| 192 |
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"accuracy": 1.0,
|
| 193 |
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| 194 |
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},
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"n": 2,
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| 207 |
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| 208 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 209 |
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}
|
| 210 |
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},
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| 211 |
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"Mozambique": {
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| 212 |
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"n": 11,
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| 213 |
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"accuracy": 0.6363636363636364,
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| 214 |
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"macro_f1_all_five": 0.35619047619047617,
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"1": 1.0,
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"2": 0.625,
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"5": 0.0
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},
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"n": 11,
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| 228 |
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| 229 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 230 |
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}
|
| 231 |
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},
|
| 232 |
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"Niger": {
|
| 233 |
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"n": 5,
|
| 234 |
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"accuracy": 0.2,
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| 235 |
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| 236 |
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| 237 |
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| 241 |
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"4": 0.0,
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| 242 |
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"5": 0.0
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| 243 |
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},
|
| 244 |
+
"invalid_rate": 0.0,
|
| 245 |
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"ordinal_mae_valid_only": 0.8,
|
| 246 |
+
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|
| 247 |
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"n": 5,
|
| 248 |
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"f1": 0.0,
|
| 249 |
+
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|
| 250 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 251 |
+
}
|
| 252 |
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},
|
| 253 |
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"Nigeria": {
|
| 254 |
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"n": 73,
|
| 255 |
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"accuracy": 0.589041095890411,
|
| 256 |
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|
| 257 |
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"macro_f1_all_five": 0.5828675136116153,
|
| 258 |
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|
| 259 |
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"1": 1.0,
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| 260 |
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"2": 0.3333333333333333,
|
| 261 |
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"3": 0.6666666666666666,
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| 262 |
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"4": 1.0,
|
| 263 |
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"5": 0.0
|
| 264 |
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},
|
| 265 |
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"invalid_rate": 0.0,
|
| 266 |
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"ordinal_mae_valid_only": 0.410958904109589,
|
| 267 |
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| 268 |
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"n": 73,
|
| 269 |
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|
| 270 |
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|
| 271 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 272 |
+
}
|
| 273 |
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},
|
| 274 |
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"Somalia": {
|
| 275 |
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"n": 8,
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| 276 |
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"accuracy": 0.375,
|
| 277 |
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|
| 278 |
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|
| 279 |
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"phase_recall": {
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| 280 |
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"1": 0.0,
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| 281 |
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"2": 0.2857142857142857,
|
| 282 |
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"3": 1.0,
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| 283 |
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"4": 0.0,
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| 284 |
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"5": 0.0
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| 285 |
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},
|
| 286 |
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"invalid_rate": 0.0,
|
| 287 |
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"ordinal_mae_valid_only": 0.625,
|
| 288 |
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| 289 |
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"n": 8,
|
| 290 |
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|
| 291 |
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|
| 292 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 293 |
+
}
|
| 294 |
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},
|
| 295 |
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"Zimbabwe": {
|
| 296 |
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"n": 8,
|
| 297 |
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|
| 298 |
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"macro_f1_present_classes": 1.0,
|
| 299 |
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|
| 300 |
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| 301 |
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"1": 1.0,
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| 302 |
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"2": 1.0,
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| 303 |
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| 304 |
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"4": 0.0,
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| 305 |
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"5": 0.0
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| 306 |
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},
|
| 307 |
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"invalid_rate": 0.0,
|
| 308 |
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|
| 309 |
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|
| 310 |
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"n": 8,
|
| 311 |
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|
| 312 |
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|
| 313 |
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"definition": "Any phase increase over available assessment; invalid predictions count as no alert."
|
| 314 |
+
}
|
| 315 |
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}
|
| 316 |
+
}
|
| 317 |
+
}
|