| 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 | |
| <details> | |
| <summary>View label scheme (29 labels for 1 components)</summary> | |
| | 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` | | |
| </details> | |
| ### Accuracy | |
| | Type | Score | | |
| | --- | --- | | |
| | `ENTS_F` | 99.88 | | |
| | `ENTS_P` | 99.86 | | |
| | `ENTS_R` | 99.91 | | |
| | `TRANSFORMER_LOSS` | 1347.70 | | |
| | `NER_LOSS` | 26621.94 | |