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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-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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- 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: 0.9673151751 |
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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 | |
