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--- |
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tags: |
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- spacy |
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language: |
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- ru |
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model-index: |
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- name: ru_patents_rel_large |
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results: [] |
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--- |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `ru_patents_rel_large` | |
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| **Version** | `1.0.0` | |
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| **spaCy** | `>=3.8.5,<3.9.0` | |
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| **Default Pipeline** | `transformer`, `relation_extractor` | |
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| **Components** | `transformer`, `relation_extractor` | |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
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| **Sources** | n/a | |
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| **License** | n/a | |
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| **Author** | [n/a]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (5 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`relation_extractor`** | `PART-OF`, `LOCATED-AT`, `CONNECTED-WITH`, `IN-MANNER-OF`, `ATTRIBUTE-FOR` | |
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</details> |
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### Accuracy |
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| Type | Score | |
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| --- | --- | |
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| `REL_MICRO_P` | 53.87 | |
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| `REL_MICRO_R` | 21.91 | |
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| `REL_MICRO_F` | 31.16 | |
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| `REL_MACRO_F` | 24.38 | |
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| `REL_WEIGHTED_F` | 30.36 | |
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| `F1_PART-OF` | 44.58 | |
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| `F1_LOCATED-AT` | 25.52 | |
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| `F1_CONNECTED-WITH` | 15.19 | |
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| `F1_IN-MANNER-OF` | 17.82 | |
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| `F1_ATTRIBUTE-FOR` | 18.78 | |
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| `F1_MACRO` | 0.00 | |
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| `F1_WEIGHTED` | 0.00 | |
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| `TRANSFORMER_LOSS` | 0.83 | |
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| `RELATION_EXTRACTOR_LOSS` | 115.56 | |
