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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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license: cc-by-4.0 |
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model-index: |
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- name: en_Disease_A_Z_Spacy |
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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: 0.6352247605 |
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- name: NER Recall |
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type: recall |
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value: 0.6482827776 |
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- name: NER F Score |
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type: f_score |
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value: 0.6416873449 |
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library_name: spacy |
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pipeline_tag: token-classification |
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--- |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `en_Disease_A_Z_Spacy` | |
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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** | `cc-by-4.0` | |
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| **Author** | [Md Ataur Rahman]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (11 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`ner`** | `Anatomy_E`, `Cause_E`, `Complication_E`, `Composition_E`, `Diagnosis_E`, `Disease_E`, `Medicine_E`, `Precaution_E`, `Riskfactor_E`, `Surgery_E`, `Symptom_E` | |
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</details> |
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### Accuracy |
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| Type | Score | |
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| --- | --- | |
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| `ENTS_F` | 64.17 | |
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| `ENTS_P` | 63.52 | |
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| `ENTS_R` | 64.83 | |
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| `TRANSFORMER_LOSS` | 1668093.31 | |
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| `NER_LOSS` | 1753164.48 | |
