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--- |
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tags: |
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- spacy |
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- token-classification |
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language: |
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- en |
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model-index: |
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- name: en_spacy_bert_small_ner |
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results: |
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- task: |
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name: NER |
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type: token-classification |
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metrics: |
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- name: NER Precision |
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type: precision |
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value: 0.9214261575 |
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- name: NER Recall |
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type: recall |
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value: 0.9177044766 |
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- name: NER F Score |
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type: f_score |
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value: 0.9195615514 |
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datasets: |
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- conllpp |
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--- |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `en_spacy_bert_small_ner` | |
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| **Version** | `0.0.0` | |
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| **spaCy** | `>=3.5.0,<3.6.0` | |
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| **Default Pipeline** | `transformer`, `ner` | |
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| **Components** | `transformer`, `ner` | |
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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** | Abdulla Al Nuaimi | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (4 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` | |
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</details> |
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### Accuracy (Validation) |
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| Type | Score | |
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| --- | --- | |
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| `ENTS_F` | 91.96 | |
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| `ENTS_P` | 92.14 | |
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| `ENTS_R` | 91.77 | |
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| `TRANSFORMER_LOSS` | 44301.15 | |
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| `NER_LOSS` | 117885.17 | |
