placingholocaust/en_ph_sm

Placing the Holocaust spaCy Model - Sm

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	94.1
Recall	89.2
F-Score	91.6

Performance per Label

Label	Precision	Recall	F-Score
BUILDING	94.7	90.2	92.4
COUNTRY	97.6	94.6	96.1
DLF	92.4	86.4	89.3
ENV_FEATURES	86.6	81.2	83.8
INT_SPACE	93.8	85.9	89.6
NPIP	92.7	86.4	89.4
POPULATED_PLACE	94	90.6	92.3
REGION	84.4	68.4	75.6
SPATIAL_OBJ	96	90	92.9

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: {'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': 0.9201378393, 'spans_sc_p': 0.938694955, 'spans_sc_r': 0.9023002134, 'tok2vec_loss': 11.3818280365, 'spancat_loss': 1865.0317707062}