| Feature | Description |
|---|---|
| Name | en_Resume_Matching_Keywords |
| Version | 0.0.0 |
| spaCy | >=3.7.4,<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 | Priyanka Balivada |
Label Scheme
View label scheme (10 labels for 1 components)
| Component | Labels |
|---|---|
ner |
CERTIFICATIONS, CGPA, EMAIL, EXPERIENCE, LOCATION, NAME, PHONE, QUALIFICATION, SCORES, SKILLS |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
72.20 |
ENTS_P |
65.85 |
ENTS_R |
79.91 |
TRANSFORMER_LOSS |
12326.97 |
NER_LOSS |
19483.22 |
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Evaluation results
- NER Precisionself-reported0.659
- NER Recallself-reported0.799
- NER F Scoreself-reported0.722