metadata
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 You are permitted to use this software
for anything you so choose, however this is not permitted to be used for any commerical use under our cc-by-nc-sa-3.0 license.
| Feature | Description |
|---|---|
| Name | en_Coff_Ev1 |
| Version | 1.3.2 |
| 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 |
97.72 |
ENTS_P |
96.73 |
ENTS_R |
98.73 |
TOK2VEC_LOSS |
54858.85 |
NER_LOSS |
427986.33 |