Placing the Holocaust spaCy Model - Md
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 |
94 |
| Recall |
90.5 |
| F-Score |
92.2 |
Performance per Label
| Label |
Precision |
Recall |
F-Score |
| BUILDING |
95.2 |
92.8 |
94 |
| COUNTRY |
96.5 |
96.3 |
96.4 |
| DLF |
95 |
84.1 |
89.2 |
| ENV_FEATURES |
86.3 |
79.1 |
82.5 |
| INT_SPACE |
93.9 |
91.3 |
92.6 |
| NPIP |
94.5 |
82.4 |
88 |
| POPULATED_PLACE |
93 |
91.2 |
92.1 |
| REGION |
81.4 |
75.8 |
78.5 |
| SPATIAL_OBJ |
95.2 |
93.8 |
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': 300, 'vectors': 20000, 'keys': 514157, 'name': 'en_vectors', 'mode': 'default'}
- labels: {'tok2vec': [], 'spancat': ['POPULATED_PLACE', 'BUILDING', 'DLF', 'INT_SPACE', 'SPATIAL_OBJ', 'COUNTRY', 'NPIP', 'ENV_FEATURES', 'REGION']}
- pipeline: ['tok2vec', 'spancat']
- components: ['tok2vec', 'spancat']
- disabled: []
- performance: {'spans_sc_f': 0.9268263329, 'spans_sc_p': 0.9409824047, 'spans_sc_r': 0.9130898743, 'tok2vec_loss': 1.1124591107, 'spancat_loss': 1418.1926040649}
