|
--- |
|
tags: |
|
- spacy |
|
- text-classification |
|
language: |
|
- en |
|
model-index: |
|
- name: en_textcat_multilabel_genre |
|
results: [] |
|
--- |
|
| Feature | Description | |
|
| --- | --- | |
|
| **Name** | `en_textcat_multilabel_genre` | |
|
| **Version** | `0.0.4` | |
|
| **spaCy** | `>=3.6.0,<3.7.0` | |
|
| **Default Pipeline** | `transformer`, `textcat_multilabel` | |
|
| **Components** | `transformer`, `textcat_multilabel` | |
|
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | |
|
| **Sources** | n/a | |
|
| **License** | n/a | |
|
| **Author** | [n/a]() | |
|
|
|
### Label Scheme |
|
|
|
<details> |
|
|
|
<summary>View label scheme (3 labels for 1 components)</summary> |
|
|
|
| Component | Labels | |
|
| --- | --- | |
|
| **`textcat_multilabel`** | `CONV`, `FICTION`, `MAGAZINE` | |
|
|
|
</details> |
|
|
|
### Accuracy |
|
|
|
| Type | Score | |
|
| --- | --- | |
|
| `CATS_SCORE` | 100.00 | |
|
| `CATS_MICRO_P` | 99.87 | |
|
| `CATS_MICRO_R` | 99.85 | |
|
| `CATS_MICRO_F` | 99.86 | |
|
| `CATS_MACRO_P` | 99.86 | |
|
| `CATS_MACRO_R` | 99.85 | |
|
| `CATS_MACRO_F` | 99.86 | |
|
| `CATS_MACRO_AUC` | 100.00 | |
|
| `CATS_MACRO_AUC_PER_TYPE` | 0.00 | |
|
| `TRANSFORMER_LOSS` | 7.13 | |
|
| `TEXTCAT_MULTILABEL_LOSS` | 93.68 | |
