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README.md
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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_Coff_Ev1
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results:
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metrics:
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- name: NER Precision
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type: precision
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value: 0.
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- name: NER Recall
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type: recall
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value: 0.
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- name: NER F Score
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type: f_score
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value: 0.
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---
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- token-classification
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language:
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- en
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license: cc-by-nc-sa-3.0
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model-index:
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- name: en_Coff_Ev1
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results:
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metrics:
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- name: NER Precision
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type: precision
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value: 0.9673151751
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- name: NER Recall
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type: recall
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value: 0.9872915012
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- name: NER F Score
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type: f_score
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value: 0.9772012579
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---
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Your Coffee Ordered at the Speed of Sound
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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.
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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>
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license without explicit permissions from the author(s).
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_Coff_Ev1` |
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| **Version** | `1.4.0` |
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| **spaCy** | `>=3.4.3,<3.5.0` |
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| **Default Pipeline** | `tok2vec`, `ner` |
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| **Components** | `tok2vec`, `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-nc-sa-3.0` |
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| **Author** | [C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden]() |
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*THIS SOFTWARE IS PROVIDED AS IS BY ITS AUTHORS UNDER NO WARRANTY OF ITS FUNCTION.*
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### Label Scheme
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<details>
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<summary>View label scheme (20 labels for 1 components)</summary>
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| Component | Labels |
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| --- | --- |
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| **`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` |
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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` | 97.72 |
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| `ENTS_P` | 96.73 |
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| `ENTS_R` | 98.73 |
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| `TOK2VEC_LOSS` | 54858.85 |
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| `NER_LOSS` | 427986.33 |
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