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1 | 1 | types:
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| 2 | + ApiProjectsModelStatsAgreementRetrieveResponse: |
| 3 | + properties: |
| 4 | + agreement: optional<double> |
| 5 | + source: |
| 6 | + openapi: openapi/openapi.yaml |
| 7 | + ApiProjectsModelStatsAgreementGroundtruthRetrieveResponse: |
| 8 | + properties: |
| 9 | + agreement: optional<double> |
| 10 | + source: |
| 11 | + openapi: openapi/openapi.yaml |
| 12 | + ApiProjectsModelStatsPredictionRetrieveResponse: |
| 13 | + properties: |
| 14 | + average_prediction_agreement_per_model: optional<double> |
| 15 | + source: |
| 16 | + openapi: openapi/openapi.yaml |
2 | 17 | ApiProjectsStatsAgreementAnnotatorRetrieveResponse:
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3 | 18 | properties:
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4 | 19 | Agreement_per_annotator:
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@@ -55,6 +70,106 @@ service:
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55 | 70 | auth: false
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56 | 71 | base-path: ''
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57 | 72 | endpoints:
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| 73 | + api_projects_model_stats_agreement_retrieve: |
| 74 | + path: /api/projects/{id}/model-stats/{model_version}/agreement |
| 75 | + method: GET |
| 76 | + auth: true |
| 77 | + docs: >- |
| 78 | + Overall agreement between a given model version's predictions and all |
| 79 | + annotators on overlapping tasks. |
| 80 | +
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| 81 | + Computed as the average of per-annotator agreement vs this model version |
| 82 | + over annotators who overlap on at least one task. |
| 83 | +
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| 84 | + Mirrors IAA per annotator, but one side is the model. |
| 85 | +
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| 86 | + :return: {"agreement": float[0..1]} |
| 87 | + source: |
| 88 | + openapi: openapi/openapi.yaml |
| 89 | + path-parameters: |
| 90 | + id: integer |
| 91 | + model_version: string |
| 92 | + display-name: Get model-version overall agreement vs annotators |
| 93 | + response: |
| 94 | + docs: Model-version overall agreement vs annotators |
| 95 | + type: ApiProjectsModelStatsAgreementRetrieveResponse |
| 96 | + examples: |
| 97 | + - path-parameters: |
| 98 | + id: 1 |
| 99 | + model_version: model_version |
| 100 | + response: |
| 101 | + body: |
| 102 | + agreement: 1.1 |
| 103 | + api_projects_model_stats_agreement_groundtruth_retrieve: |
| 104 | + path: /api/projects/{id}/model-stats/{model_version}/agreement-groundtruth |
| 105 | + method: GET |
| 106 | + auth: true |
| 107 | + docs: >- |
| 108 | + Ground truth agreement for annotations that match predictions of a |
| 109 | + specific model version. |
| 110 | +
|
| 111 | + This mirrors gt_per_user_agreement but filters stats by tasks where |
| 112 | + predictions have given model_version. |
| 113 | +
|
| 114 | + :return: {"agreement": float[0..1]} |
| 115 | + source: |
| 116 | + openapi: openapi/openapi.yaml |
| 117 | + path-parameters: |
| 118 | + id: integer |
| 119 | + model_version: string |
| 120 | + display-name: Get model-version ground truth agreement |
| 121 | + request: |
| 122 | + name: ApiProjectsModelStatsAgreementGroundtruthRetrieveRequest |
| 123 | + query-parameters: |
| 124 | + per_label: |
| 125 | + type: optional<boolean> |
| 126 | + default: false |
| 127 | + docs: Calculate agreement per label |
| 128 | + response: |
| 129 | + docs: Model-version ground truth agreement |
| 130 | + type: ApiProjectsModelStatsAgreementGroundtruthRetrieveResponse |
| 131 | + examples: |
| 132 | + - path-parameters: |
| 133 | + id: 1 |
| 134 | + model_version: model_version |
| 135 | + response: |
| 136 | + body: |
| 137 | + agreement: 1.1 |
| 138 | + api_projects_model_stats_prediction_retrieve: |
| 139 | + path: /api/projects/{id}/model-stats/{model_version}/prediction |
| 140 | + method: GET |
| 141 | + auth: true |
| 142 | + docs: >- |
| 143 | + Mean agreement of annotator annotations vs predictions for a specific |
| 144 | + model version. |
| 145 | +
|
| 146 | + Mirrors prediction_per_user_agreement but filtered by |
| 147 | + prediction.model_version. |
| 148 | +
|
| 149 | + :return: {"average_prediction_agreement_per_model": float[0..1]} |
| 150 | + source: |
| 151 | + openapi: openapi/openapi.yaml |
| 152 | + path-parameters: |
| 153 | + id: integer |
| 154 | + model_version: string |
| 155 | + display-name: Get model-version prediction agreement |
| 156 | + request: |
| 157 | + name: ApiProjectsModelStatsPredictionRetrieveRequest |
| 158 | + query-parameters: |
| 159 | + per_label: |
| 160 | + type: optional<boolean> |
| 161 | + default: false |
| 162 | + docs: Calculate agreement per label |
| 163 | + response: |
| 164 | + docs: Model-version prediction agreement |
| 165 | + type: ApiProjectsModelStatsPredictionRetrieveResponse |
| 166 | + examples: |
| 167 | + - path-parameters: |
| 168 | + id: 1 |
| 169 | + model_version: model_version |
| 170 | + response: |
| 171 | + body: |
| 172 | + average_prediction_agreement_per_model: 1.1 |
58 | 173 | api_projects_stats_agreement_annotator_retrieve:
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59 | 174 | path: /api/projects/{id}/stats/agreement_annotator/{user_id}
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60 | 175 | method: GET
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