| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.7.2,<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 | Shivabasayya B Hiremath |
Label Scheme
View label scheme (9 labels for 1 components)
| Component | Labels |
|---|---|
ner |
CANDIDATE_NAME, COLLEGE NAME, DEGREE, DESIGNATION, EMAIL, EXPERIENCE, PERSONAL_INFORMATION, PHONE NUMBER, TOTAL_YEAR_OF_EXPERIENCE |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
76.00 |
ENTS_P |
73.98 |
ENTS_R |
78.13 |
TRANSFORMER_LOSS |
11050.92 |
NER_LOSS |
13635.61 |
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Evaluation results
- NER Precisionself-reported0.740
- NER Recallself-reported0.781
- NER F Scoreself-reported0.760