File size: 1,087 Bytes
84537f3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 |
---
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 | |