Feature | Description |
---|---|
Name | en_resume_ner |
Version | 0.0.0 |
spaCy | >=3.7.5,<3.8.0 |
Default Pipeline | transformer , ner |
Components | transformer , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | n/a |
License | n/a |
Author | n/a |
Label Scheme
View label scheme (18 labels for 1 components)
Component | Labels |
---|---|
ner |
AWARDS , CERTIFICATION , COLLEGE NAME , COMPANIES WORKED AT , CONTACT , DEGREE , DESIGNATION , EMAIL ADDRESS , LANGUAGE , LINKEDIN LINK , LOCATION , NAME , SKILLS , UNIVERSITY , Unlabelled , WORKED AS , YEAR OF GRADUATION , YEARS OF EXPERIENCE |
Accuracy
Type | Score |
---|---|
ENTS_F |
86.03 |
ENTS_P |
85.71 |
ENTS_R |
86.35 |
TRANSFORMER_LOSS |
396847.27 |
NER_LOSS |
525302.40 |
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Evaluation results
- NER Precisionself-reported0.857
- NER Recallself-reported0.863
- NER F Scoreself-reported0.860