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en_triage_subject
josiahkhor/en_triage_subject
en_triage_subject is a text classification model from josiahkhor. Use it when you need a label for a piece of text. It is set up for spacy.
All-time downloads
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Repo size
1.3 GB
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0
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Other665 MB · 52%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- Nov 23, 2022
- Updated
- Nov 23, 2022
- SHA
- 1328f0c7
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_triage_subject |
| Version | 0.0.0 |
| spaCy | >=3.4.3,<3.5.0 |
| Default Pipeline | tok2vec, textcat |
| Components | tok2vec, textcat |
| Vectors | 514157 keys, 514157 unique vectors (300 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (5 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat | General Correspondence, Invoice, New Claim Form, Assessor Report, Complaint |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 79.52 |
CATS_MICRO_P | 99.34 |
CATS_MICRO_R | 99.34 |
CATS_MICRO_F | 99.34 |
CATS_MACRO_P | 79.37 |
CATS_MACRO_R | 79.67 |
CATS_MACRO_F | 79.52 |
CATS_MACRO_AUC | 79.99 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TOK2VEC_LOSS | 25952.93 |
TEXTCAT_LOSS | 58.98 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- Nov 23, 2022
- Updated
- Nov 23, 2022