second round of training
| Feature | Description |
|---|---|
| Name | pl_hacknationNER |
| Version | 1.2 |
| spaCy | >=3.8.3,<3.9.0 |
| Default Pipeline | tok2vec, ner |
| Components | tok2vec, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | apache-2.0 |
| Author | Ariel |
Label Scheme
View label scheme (23 labels for 1 components)
| Component | Labels |
|---|---|
ner |
ADDRESS, AGE, BANK-ACCOUNT, CITY, COMPANY, DATE, DOCUMENT-NUMBER, EMAIL, ETHNICITY, HEALTH, JOB-TITLE, NAME, PESEL, PHONE, POLITICAL-VIEW, RELATIVE, RELIGION, SCHOOL-NAME, SECRET, SEX, SEXUAL-ORIENTATION, SURNAME, USERNAME |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
69.83 |
ENTS_P |
76.78 |
ENTS_R |
64.03 |
TOK2VEC_LOSS |
58885.11 |
NER_LOSS |
17819.95 |
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Evaluation results
- NER Precisionself-reported0.768
- NER Recallself-reported0.640
- NER F Scoreself-reported0.698