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}