readme: ---
  tags:
  - spacy
  - token-classification
  language:
  - en
  license: cc-by-nc-sa-3.0
  model-index:
  - name: en_Coff_Ev1
    results:
    - task:
        name: NER
        type: token-classification
      metrics:
      - name: NER Precision
        type: precision
        value: 0.9673151751
      - name: NER Recall
        type: recall
        value: 0.9872915012
      - name: NER F Score
        type: f_score
        value: 0.9772012579
  ---
  Your Coffee Ordered at the Speed of Sound
  
  For citations please use the included ```refs.bib``` this project was a collaboration between five students with a common goal of simplifying the ordering process. 
  
  You *are permitted* to use this software for any projects, however this is *not permitted* for use in any commerical instances under our ```cc-by-nc-sa-3.0``` <br>
  license without explicit permissions from the author(s).
  
  
  
  | Feature | Description |
  | --- | --- |
  | **Name** | `en_Coff_Ev1` |
  | **Version** | `1.4.0` |
  | **spaCy** | `>=3.4.3,<3.5.0` |
  | **Default Pipeline** | `tok2vec`, `ner` |
  | **Components** | `tok2vec`, `ner` |
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
  | **Sources** | n/a |
  | **License** | `cc-by-nc-sa-3.0` |
  | **Author** | [C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden]() |
  
  *THIS SOFTWARE IS PROVIDED AS IS BY ITS AUTHORS UNDER NO WARRANTY OF ITS FUNCTION.*
  
  ### Label Scheme
  
  <details>
  
  <summary>View label scheme (20 labels for 1 components)</summary>
  
  | Component | Labels |
  | --- | --- |
  | **`ner`** | `Anti`, `Blended`, `Brew Style`, `Coffee Varietal`, `add-on`, `drink`, `extra`, `hot breakfast`, `milk`, `milk texture`, `pastry`, `pump quantity`, `roast`, `shot quality`, `shot quantity`, `size`, `syrup`, `temperature`, `toppings`, `upside-down` |
  
  </details>
  
  ### Accuracy
  
  | Type | Score |
  | --- | --- |
  | `ENTS_F` | 97.72 |
  | `ENTS_P` | 96.73 |
  | `ENTS_R` | 98.73 |
  | `TOK2VEC_LOSS` | 54858.85 |
  | `NER_LOSS` | 427986.33 |