placingholocaust/ph-md

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}