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Update README.md
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README.md
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@@ -40,6 +40,58 @@ Please mention the original dataset if you use this model:
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- Recall: 0.868
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- F1: 0.873
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## Usage
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You can use cURL to access this model:
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- Recall: 0.868
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- F1: 0.873
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## Test Metrics
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### Overall Metrics
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- Accuracy: 0.986
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- Precision: 0.857
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- Recall: 0.872
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- F1: 0.864
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### Per-entity metrics
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```json
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{
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"DATE": {
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"precision": 0.925,
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"recall": 0.9736842105263158,
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"f1": 0.9487179487179489,
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"number": "114"
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},
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"EVENT": {
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"precision": 0.3,
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"recall": 0.42857142857142855,
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"f1": 0.3529411764705882,
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"number": "7"
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},
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"LOC": {
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"precision": 0.9057239057239057,
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"recall": 0.9372822299651568,
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"f1": 0.9212328767123287,
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"number": "287"
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},
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"ORG": {
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"precision": 0.8274111675126904,
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"recall": 0.7836538461538461,
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"f1": 0.8049382716049382,
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"number": "208"
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},
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"PER": {
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"precision": 0.88,
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"recall": 0.9225806451612903,
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"f1": 0.9007874015748031,
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"number": "310"
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},
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"PRO": {
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"precision": 0.6081081081081081,
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"recall": 0.569620253164557,
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"f1": 0.5882352941176471,
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"number": "79"
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}
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}
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```
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## Usage
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You can use cURL to access this model:
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