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| Feature | Description |
|---|---|
| Name | en_tenarchexp3 |
| Version | 0.0.0 |
| spaCy | >=3.2.4,<3.3.0 |
| Default Pipeline | tok2vec, ner, textcat_multilabel |
| Components | tok2vec, ner, textcat_multilabel |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
| Component | Labels |
|---|---|
ner | Seniority, TechSkill |
textcat_multilabel | SoftwareEngineer, SiteReliabitliyEngineer, ProductManager, DataScientist, Designer |
| Type | Score |
|---|---|
ENTS_F | 89.76 |
ENTS_P | 95.00 |
ENTS_R | 85.07 |
CATS_SCORE | 71.89 |
CATS_MICRO_P | 47.92 |
CATS_MICRO_R | 86.79 |
CATS_MICRO_F | 61.74 |
CATS_MACRO_P | 39.21 |
CATS_MACRO_R | 55.42 |
CATS_MACRO_F | 44.90 |
CATS_MACRO_AUC | 71.89 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TOK2VEC_LOSS | 31131.44 |
NER_LOSS | 5486.16 |
TEXTCAT_MULTILABEL_LOSS | 5.73 |