Downloads · 30 days
1
0% of all-time downloads
en_tenarchexp3
Valentijn/en_tenarchexp3
en_tenarchexp3 is a text classification model from Valentijn. Use it when you need a label for a piece of text. It is set up for spacy.
All-time downloads
219
Public
Repo size
18.2 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
Other12 MB · 66%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Apr 21, 2022
- Updated
- Apr 21, 2022
- SHA
- 09def62a
Try a prompt
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_tenarchexp3 |
| Version | 0.0.0 |
| spaCy | >=3.2.4,<3.3.0 |
| Default Pipeline | tok2vec, ner, textcat_multilabel |
| Components | tok2vec, ner, textcat_multilabel |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (7 labels for 2 components)</summary>| Component | Labels |
|---|---|
ner | Seniority, TechSkill |
textcat_multilabel | SoftwareEngineer, SiteReliabitliyEngineer, ProductManager, DataScientist, Designer |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 89.76 |
ENTS_P | 95.00 |
ENTS_R | 85.07 |
CATS_SCORE | 71.89 |
CATS_MICRO_P | 47.92 |
CATS_MICRO_R | 86.79 |
CATS_MICRO_F | 61.74 |
CATS_MACRO_P | 39.21 |
CATS_MACRO_R | 55.42 |
CATS_MACRO_F | 44.90 |
CATS_MACRO_AUC | 71.89 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TOK2VEC_LOSS | 31131.44 |
NER_LOSS | 5486.16 |
TEXTCAT_MULTILABEL_LOSS | 5.73 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Apr 21, 2022
- Updated
- Apr 21, 2022