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en_pipeline
abdulrehmanDev/en_pipeline
en_pipeline is a token classification model from abdulrehmanDev. Use it when you need labels on individual words, such as names. It is set up for spacy.
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Repo size
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At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- Dec 26, 2023
- Updated
- Jan 7, 2024
- SHA
- 6ec2667f
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
<details> <summary>View label scheme (53 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | AGE, BASOPHILS, BASOPHILS RANGE, BASOPHILS RESULT, DOCTOR, DOCTORDEGINATION, EOSINOPHILS, EOSINOPHILS RANGE, EOSINOPHILS RESULT, GENDER, HAEMOGLOBIN, HAEMOGLOBIN RANGE (FEMALE), HAEMOGLOBIN RANGE (MALE), HAEMOGLOBIN RESULT, LAB PERSON NAME, LABNAME, LYMPHOCYTES, LYMPHOCYTES RANGE, LYMPHOCYTES RESULT, MCH, MCH RANGE, MCH RESULT, MCHC, MCHC RANGE, MCHC RESULT, MCV, MCV RANGE, MCV RESULT, MONOCYTES, MONOCYTES RANGE, MONOCYTES RESULT, NEUTROPHILS, NEUTROPHILS RANGE, NEUTROPHILS RESULT, PATIENTNAME, PCV , PCV RANGE, PCV RESULT, PLATELET COUNT, PLATELET COUNT RANGE, PLATELET COUNT RESULT, RBC COUNT, RBC RANGE, RBC RESULT, RDW , RDW RANGE, RDW RESULT, REF DOCTOR NAME, SAMPLECOLLECTDATE, TESTNAME, TOTAL WBC COUNT, TOTAL WBC COUNT RANGE, TOTAL WBC COUNT RESULT |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 100.00 |
ENTS_P | 100.00 |
ENTS_R | 100.00 |
TOK2VEC_LOSS | 0.00 |
NER_LOSS | 0.00 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- Dec 26, 2023
- Updated
- Jan 7, 2024