readme: ---
  tags:
  - spacy
  language:
  - en
  model-index:
  - name: en_ml_pipeline
    results: []
  ---
  | Feature | Description |
  | --- | --- |
  | **Name** | `en_ml_pipeline` |
  | **Version** | `0.0.0` |
  | **spaCy** | `>=3.4.4,<3.5.0` |
  | **Default Pipeline** | `tok2vec`, `transformer`, `dual` |
  | **Components** | `tok2vec`, `transformer`, `dual` |
  | **Vectors** | 2466243 keys, 100195 unique vectors (3 dimensions) |
  | **Sources** | n/a |
  | **License** | n/a |
  | **Author** | [n/a]() |
  
  ### Label Scheme
  
  <details>
  
  <summary>View label scheme (14 labels for 1 components)</summary>
  
  | Component | Labels |
  | --- | --- |
  | **`dual`** | `ID`, `ACR`, `LEG`, `LOC`, `ORG`, `IND`, `STP`, `PER`, `STR`, `NUM`, `SCP`, `COL`, `NAT`, `MOD` |
  
  </details>
  
  ### Accuracy
  
  | Type | Score |
  | --- | --- |
  | `SPANS_SC_F` | 87.48 |
  | `SPANS_SC_P` | 89.12 |
  | `SPANS_SC_R` | 85.90 |
  | `TOK2VEC_LOSS` | 118.86 |
  | `TRANSFORMER_LOSS` | 762.69 |
  | `DUAL_LOSS` | 91407.75 |