andreids's picture
Update spaCy pipeline
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---
tags:
- spacy
- text-classification
language:
- en
model-index:
- name: en_textcat_website_expenses_out
results: []
---
| Feature | Description |
| --- | --- |
| **Name** | `en_textcat_website_expenses_out` |
| **Version** | `0.0.1` |
| **spaCy** | `>=3.4.3,<3.5.0` |
| **Default Pipeline** | `textcat` |
| **Components** | `textcat` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | n/a |
| **License** | n/a |
| **Author** | [n/a]() |
### Label Scheme
<details>
<summary>View label scheme (2 labels for 1 components)</summary>
| Component | Labels |
| --- | --- |
| **`textcat`** | `OTHER`, `5700 - Website expenses` |
</details>
### Accuracy
| Type | Score |
| --- | --- |
| `CATS_SCORE` | 72.62 |
| `CATS_MICRO_P` | 98.77 |
| `CATS_MICRO_R` | 98.77 |
| `CATS_MICRO_F` | 98.77 |
| `CATS_MACRO_P` | 85.79 |
| `CATS_MACRO_R` | 66.66 |
| `CATS_MACRO_F` | 72.62 |
| `CATS_MACRO_AUC` | 86.53 |
| `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
| `TEXTCAT_LOSS` | 152.97 |