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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: mit |
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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: 0.9910941476 |
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- name: NER Recall |
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type: recall |
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value: 0.9917250159 |
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- name: NER F Score |
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type: f_score |
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value: 0.9914094814 |
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--- |
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A natural language processor API for coffee drinks in all forms built from nearly 500+ different coffee drinks for Starbucks and your local coffee shop |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `en_Coff_Ev1` | |
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| **Version** | `1.1.3` | |
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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** | `MIT` | |
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| **Author** | [Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (15 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`ner`** | `Anti`, `add-on`, `drink`, `extra`, `milk`, `milk texture`, `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` | 99.14 | |
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| `ENTS_P` | 99.11 | |
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| `ENTS_R` | 99.17 | |
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| `TOK2VEC_LOSS` | 62470.35 | |
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| `NER_LOSS` | 178521.47 | |
