metadata
tags:
- spacy
- token-classification
language:
- en
license: mit
model-index:
- name: en_Coff_Ev1
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9682539683
- name: NER Recall
type: recall
value: 0.9875466999
- name: NER F Score
type: f_score
value: 0.9778051788
Your coffee ordered at the speed of sound
| Feature | Description |
|---|---|
| Name | en_Coff_Ev1 |
| Version | 1.3.1 |
| 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 | MIT |
| Author | C.Bruinsma,I.Chi,J.Feliciano,J.Li,D.Paden |
Label Scheme
View label scheme (20 labels for 1 components)
| 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 |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
97.78 |
ENTS_P |
96.83 |
ENTS_R |
98.75 |
TOK2VEC_LOSS |
64618.41 |
NER_LOSS |
470128.86 |