| | --- |
| | tags: |
| | - spacy |
| | language: |
| | - ru |
| | model-index: |
| | - name: ru_patents_rel_tiny |
| | results: [] |
| | --- |
| | | Feature | Description | |
| | | --- | --- | |
| | | **Name** | `ru_patents_rel_tiny` | |
| | | **Version** | `1.0.0` | |
| | | **spaCy** | `>=3.8.5,<3.9.0` | |
| | | **Default Pipeline** | `transformer`, `relation_extractor` | |
| | | **Components** | `transformer`, `relation_extractor` | |
| | | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
| | | **Sources** | n/a | |
| | | **License** | n/a | |
| | | **Author** | [n/a]() | |
| |
|
| | ### Label Scheme |
| |
|
| | <details> |
| |
|
| | <summary>View label scheme (5 labels for 1 components)</summary> |
| |
|
| | | Component | Labels | |
| | | --- | --- | |
| | | **`relation_extractor`** | `PART-OF`, `LOCATED-AT`, `CONNECTED-WITH`, `IN-MANNER-OF`, `ATTRIBUTE-FOR` | |
| | |
| | </details> |
| | |
| | ### Accuracy |
| | |
| | | Type | Score | |
| | | --- | --- | |
| | | `REL_MICRO_P` | 46.91 | |
| | | `REL_MICRO_R` | 15.40 | |
| | | `REL_MICRO_F` | 23.18 | |
| | | `REL_MACRO_F` | 12.91 | |
| | | `REL_WEIGHTED_F` | 21.04 | |
| | | `F1_PART-OF` | 37.96 | |
| | | `F1_LOCATED-AT` | 12.87 | |
| | | `F1_CONNECTED-WITH` | 5.75 | |
| | | `F1_IN-MANNER-OF` | 0.00 | |
| | | `F1_ATTRIBUTE-FOR` | 7.94 | |
| | | `TRANSFORMER_LOSS` | 2.90 | |
| | | `RELATION_EXTRACTOR_LOSS` | 132.27 | |
