metadata
tags:
- spacy
- token-classification
language:
- es
model-index:
- name: es_billynator_h
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9985714286
- name: NER Recall
type: recall
value: 0.9990811639
- name: NER F Score
type: f_score
value: 0.9988262312
| Feature | Description |
|---|---|
| Name | es_billynator_h |
| Version | 0.0.1 |
| spaCy | >=3.5.3,<3.6.0 |
| 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 (29 labels for 1 components)
| Component | Labels |
|---|---|
ner |
BILLING_PERIOD_END, BILLING_PERIOD_START, BILL_OWNER, COMPANY_NAME, CUPS, DIRECTION, DISCOUNT_TOTAL, END_CONTRACT, ENERGY_P1_PRICE, ENERGY_P2_PRICE, ENERGY_P3_PRICE, FISCAL_DIRECTION, IBAN, NIF, POWER_EXCESSES_P1, POWER_EXCESSES_P2, POWER_EXCESSES_P3, POWER_P1_PRICE, POWER_P2_PRICE, POWER_P3_PRICE, POWER_P4_PRICE, POWER_P5_PRICE, POWER_P6_PRICE, REACTIVE_P1, REACTIVE_P2, REACTIVE_P3, TOP_GAS_PRICE, TOP_GAS_TOTAL, TOTAL_IMPORTE |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
99.88 |
ENTS_P |
99.86 |
ENTS_R |
99.91 |
TRANSFORMER_LOSS |
1347.70 |
NER_LOSS |
26621.94 |