OVERVIEW

ℹ️ Model Overview

Name	fr_ent_frpatent01 & fr_ent_frpatent02
Language	French (fr)
Pipeline	ner
Authors	Bergeaud and Verluise
Date (last)	02/2021
License	MIT

👷 Training

FORMAT=frpatent01  # frpatent02
spacy train configs/fr_t2vner.cfg --paths.train data/train_ent_${FORMAT}.spacy --paths.dev data/train_ent_${FORMAT}.spacy --output models/de_ent_${FORMAT}

🔮 Model performance

fr_ent_frpatent01/model-best

	ALL	ASG	CLAS	INV	LOC
p	0.97	0.99	0.93	0.99	0.99
r	0.97	0.99	0.93	1	0.99
f	0.97	0.99	0.93	0.99	0.99

fr_ent_frpatent02/model-best

	ALL	ASG	INV	LOC
p	0.98	0.98	0.99	0.99
r	0.98	0.98	0.98	0.99
f	0.98	0.98	0.98	0.99

🎯 Intended use

en_ent_frpatent0* have been specifically trained on FR patents (resp FR317502A-FR1569050A and FR1605567A-FR2427761A). The model's performances are not guaranteed out of this scope.

🔂 Versions and alternative approaches

Version	Comment
0.1	ent - v2 spaCy
1.0	ent - v3 spaCy