---
tags:
- spacy
- text-classification
language:
- grc
model-index:
- name: grc_grammateus_classifier_documentary_greberta
  results: []
license: cc-by-4.0
datasets:
- willem640/MAAT_documentary_with_DDbDP_and_HGV_metadata
base_model:
- bowphs/GreBerta
library_name: spacy
---
| Feature | Description |
| --- | --- |
| **Name** | `grc_grammateus_classifier_documentary_greberta` |
| **Version** | `0.0.0` |
| **spaCy** | `>=3.8.7,<3.9.0` |
| **Default Pipeline** | `transformer`, `textcat` |
| **Components** | `transformer`, `textcat` |
| **License** | CC-BY-4.0 |
| **Author** | willem640 |

### Label Scheme

<details>

<summary>View label scheme (4 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`textcat`** | `Epistolary Exchange`, `Objective Statement`, `Recording of Information`, `Transmission of Information` |

This model will classify papyri with the main categories of the Grammateus (https://grammateus.unige.ch/). 

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `CATS_SCORE` | 94.70 |
| `CATS_MICRO_P` | 94.92 |
| `CATS_MICRO_R` | 94.92 |
| `CATS_MICRO_F` | 94.92 |
| `CATS_MACRO_P` | 95.23 |
| `CATS_MACRO_R` | 94.33 |
| `CATS_MACRO_F` | 94.70 |
| `CATS_MACRO_AUC` | 99.31 |
| `TRANSFORMER_LOSS` | 1928.72 |
| `TEXTCAT_LOSS` | 856.51 |