--- library_name: spacy pipeline_tag: token-classification --- # 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](https://huggingface.co/datasets/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}