readme: ---
  tags:
  - spacy
  - text-classification
  language:
  - en
  model-index:
  - name: en_pipeline
    results: []
  ---
  | Feature | Description |
  | --- | --- |
  | **Name** | `en_pipeline` |
  | **Version** | `0.0.0` |
  | **spaCy** | `>=3.1.4,<3.2.0` |
  | **Default Pipeline** | `transformer`, `textcat` |
  | **Components** | `transformer`, `textcat` |
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
  | **Sources** | n/a |
  | **License** | n/a |
  | **Author** | [n/a]() |
  
  ### Label Scheme
  
  <details>
  
  <summary>View label scheme (22 labels for 1 components)</summary>
  
  | Component | Labels |
  | --- | --- |
  | **`textcat`** | `Acute Bleed/Mesenteric Ischemia`, `Adrenal Mass Abdomen/Pelvis`, `Aortic Aneurysm Post EVT`, `Aortic Aneurysm Pre EVT`, `Aortic Dissection`, `Cystogram`, `Dual Phase Abdomen/Pelvis`, `Enterography IBD`, `NON Contrast Abdomen/Pelvis`, `Oral & IV Abdomen Pelvis`, `Oral Contrast Abdomen/Pelvis`, `Pancreas Mass Abdomen/Pelvis`, `Pelvis Only`, `Rectal Contrast Abdomen/Pelvis`, `Renal Donor`, `Renal Mass Abdomen/Pelvis`, `Renal Stone Abdomen/Pelvis`, `Routine Abdomen/Pelvis`, `Trauma Abdomen/Pelvis`, `Urogram Post Treatment/Follow Up`, `Urogram Pre Treatment Initial`, `Venogram` |
  
  </details>
  
  ### Accuracy
  
  | Type | Score |
  | --- | --- |
  | `CATS_SCORE` | 76.67 |
  | `CATS_MICRO_P` | 85.89 |
  | `CATS_MICRO_R` | 85.19 |
  | `CATS_MICRO_F` | 85.54 |
  | `CATS_MACRO_P` | 74.35 |
  | `CATS_MACRO_R` | 80.69 |
  | `CATS_MACRO_F` | 76.67 |
  | `CATS_MACRO_AUC` | 97.57 |
  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
  | `TRANSFORMER_LOSS` | 19.80 |
  | `TEXTCAT_LOSS` | 504.30 |