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ph-trf
placingholocaust/ph-trf
ph-trf is a machine learning model from placingholocaust. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a spaCy model trained as part of the placingholocaust spaCy project. Training and evaluation code, along with the dataset, can be found at the following URL: Placingholocaust SpaCy Project
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Public
Updated May 7, 2024
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507 MB
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At a glance
- Access
- Public
- Created
- May 7, 2024
- Updated
- May 7, 2024
- SHA
- 5a637905
Model card
From the Hugging Face model README
Placing the Holocaust spaCy Model - Trf
This is a spaCy model trained as part of the placingholocaust spaCy project. Training and evaluation code, along with the dataset, can be found at the following URL: Placingholocaust SpaCy Project
Model Performance
| Metric | Value |
|---|---|
| Precision | 93.6 |
| Recall | 91.6 |
| F-Score | 92.6 |
Performance per Label
| Label | Precision | Recall | F-Score |
|---|---|---|---|
| BUILDING | 94.3 | 94.2 | 94.3 |
| COUNTRY | 96.6 | 96.8 | 96.7 |
| DLF | 94.1 | 90.4 | 92.2 |
| ENV_FEATURES | 85.1 | 86.9 | 86 |
| INT_SPACE | 94.6 | 91.8 | 93.2 |
| NPIP | 94.8 | 83 | 88.5 |
| POPULATED_PLACE | 92.1 | 91.3 | 91.7 |
| REGION | 81.2 | 68.4 | 74.3 |
| SPATIAL_OBJ | 96.3 | 92.8 | 94.5 |
Meta Information
- lang: en
- name: pipeline
- version: 0.0.0
- spacy_version: >=3.7.4,<3.8.0
- description:
- author:
- email:
- url:
- license:
- spacy_git_version: bff8725f4
- vectors: {'width': 0, 'vectors': 0, 'keys': 0, 'name': None, 'mode': 'default'}
- labels: {'transformer': [], 'spancat': ['POPULATED_PLACE', 'BUILDING', 'DLF', 'INT_SPACE', 'SPATIAL_OBJ', 'COUNTRY', 'NPIP', 'ENV_FEATURES', 'REGION']}
- pipeline: ['transformer', 'spancat']
- components: ['transformer', 'spancat']
- disabled: []
- performance: {'spans_sc_f': 0.9276197335, 'spans_sc_p': 0.9392318911, 'spans_sc_r': 0.9162912023, 'transformer_loss': 5.3277033729, 'spancat_loss': 98.2694334984}
- Created
- May 7, 2024
- Updated
- May 7, 2024