| --- |
| 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 | |
