Model: AP-HP/eds-pseudo-public
Author: AP-HP
Pipeline: token-classification
Library: edsnlp
Tags: edsnlp, safetensors, medical, ner, nlp, pseudonymisation, token-classification, fr, license:bsd-3-clause, model-index, region:us
Card metadata: language: fr
pipeline_tag: token-classification
tags: medical, ner, nlp, pseudonymisation
license: bsd-3-clause
library_name: edsnlp
model-index: name: AP-HP/eds-pseudo-public
results: task: type: token-classification
dataset: name: AP-HP Pseudo Test
type: private
metrics: type: precision
name: Token Scores / ADRESSE / Precision
value: 0.981694715087097
verified: no, type: recall
name: Token Scores / ADRESSE / Recall
value: 0.9693877551020401
verified: no, type: f1
name: Token Scores / ADRESSE / F1
value: 0.975502420419539
verified: no, type: recall
name: Token Scores / ADRESSE / Redact
value: 0.9763848396501451
verified: no, type: accuracy
name: Token Scores / ADRESSE / Redact Full
value: 0.9665697674418601
verified: no, type: precision
name: Token Scores / DATE / Precision
value: 0.9899177066870131
verified: no, type: recall
name: Token Scores / DATE / Recall
value: 0.984285249810339
verified: no, type: f1
name: Token Scores / DATE / F1
value: 0.9870934434692821
verified: no, type: recall
name: Token Scores / DATE / Redact
value: 0.9884035981359051
verified: no, type: accuracy
name: Token Scores / DATE / Redact Full
value: 0.859011627906976
verified: no, type: precision
name: Token Scores / DATE_NAISSANCE / Precision
value: 0.9753867791842471
verified: no, type: recall
name: Token Scores / DATE_NAISSANCE / Recall
value: 0.968913726859937
verified: no, type: f1
name: Token Scores / DATE_NAISSANCE / F1
value: 0.972139477834238
verified: no, type: recall
name: Token Scores / DATE_NAISSANCE / Redact
value: 0.9933636046105481
verified: no, type: accuracy
name: Token Scores / DATE_NAISSANCE / Redact Full
value: 0.9941860465116271
verified: no, type: precision
name: Token Scores / IPP / Precision
value: 0.918987341772151
verified: no, type: recall
name: Token Scores / IPP / Recall
value: 0.9075000000000001
verified: no, type: f1
name: Token Scores / IPP / F1
value: 0.9132075471698111
verified: no, type: recall
name: Token Scores / IPP / Redact
value: 0.985
verified: no, type: accuracy
name: Token Scores / IPP / Redact Full
value: 0.9927325581395341
verified: no, type: precision
name: Token Scores / MAIL / Precision
value: 0.9609144542772861
verified: no, type: recall
name: Token Scores / MAIL / Recall
value: 0.9977029096477791
verified: no, type: f1
name: Token Scores / MAIL / F1
value: 0.978963185574755
verified: no, type: recall
name: Token Scores / MAIL / Redact
value: 0.9977029096477791
verified: no, type: accuracy
name: Token Scores / MAIL / Redact Full
value: 0.9970930232558141
verified: no, type: precision
name: Token Scores / NDA / Precision
value: 0.921428571428571
verified: no, type: recall
name: Token Scores / NDA / Recall
value: 0.834951456310679
verified: no, type: f1
name: Token Scores / NDA / F1
value: 0.8760611205432931
verified: no, type: recall
name: Token Scores / NDA / Redact
value: 0.87378640776699
verified: no, type: accuracy
name: Token Scores / NDA / Redact Full
value: 0.9723837209302321
verified: no, type: precision
name: Token Scores / NOM / Precision
value: 0.9439770896724531
verified: no, type: recall
name: Token Scores / NOM / Recall
value: 0.9525013545241101
verified: no, type: f1
name: Token Scores / NOM / F1
value: 0.948220064724919
verified: no, type: recall
name: Token Scores / NOM / Redact
value: 0.981578472096803
verified: no, type: accuracy
name: Token Scores / NOM / Redact Full
value: 0.895348837209302
verified: no, type: precision
name: Token Scores / PRENOM / Precision
value: 0.9348837209302321
verified: no, type: recall
name: Token Scores / PRENOM / Recall
value: 0.9663461538461531
verified: no, type: f1
name: Token Scores / PRENOM / F1
value: 0.950354609929078
verified: no, type: recall
name: Token Scores / PRENOM / Redact
value: 0.99002849002849
verified: no, type: accuracy
name: Token Scores / PRENOM / Redact Full
value: 0.9316860465116271
verified: no, type: precision
name: Token Scores / SECU / Precision
value: 0.882838283828382
verified: no, type: recall
name: Token Scores / SECU / Recall
value: 1
verified: no, type: f1
name: Token Scores / SECU / F1
value: 0.9377738825591581
verified: no, type: recall
name: Token Scores / SECU / Redact
value: 1
verified: no, type: accuracy
name: Token Scores / SECU / Redact Full
value: 1
verified: no, type: precision
name: Token Scores / TEL / Precision
value: 0.9746407438715131
verified: no, type: recall
name: Token Scores / TEL / Recall
value: 0.9993932564791541
verified: no, type: f1
name: Token Scores / TEL / F1
value: 0.9868618136688491
verified: no, type: recall
name: Token Scores / TEL / Redact
value: 0.999479934124989
verified: no, type: accuracy
name: Token Scores / TEL / Redact Full
value: 0.99563953488372
verified: no, type: precision
name: Token Scores / VILLE / Precision
value: 0.96684350132626
verified: no, type: recall
name: Token Scores / VILLE / Recall
value: 0.9376205787781351
verified: no, type: f1
name: Token Scores / VILLE / F1
value: 0.9520078354554351
verified: no, type: recall
name: Token Scores / VILLE / Redact
value: 0.9511254019292601
verified: no, type: accuracy
name: Token Scores / VILLE / Redact Full
value: 0.9113372093023251
verified: no, type: precision
name: Token Scores / ZIP / Precision
value: 0.9675036927621861
verified: no, type: recall
name: Token Scores / ZIP / Recall
value: 1
verified: no, type: f1
name: Token Scores / ZIP / F1
value: 0.983483483483483
verified: no, type: recall
name: Token Scores / ZIP / Redact
value: 1
verified: no, type: accuracy
name: Token Scores / ZIP / Redact Full
value: 1
verified: no, type: precision
name: Token Scores / micro / Precision
value: 0.970393736698084
verified: no, type: recall
name: Token Scores / micro / Recall
value: 0.9783320880510371
verified: no, type: f1
name: Token Scores / micro / F1
value: 0.9743467434960551
verified: no, type: recall
name: Token Scores / micro / Redact
value: 0.9884667701208881
verified: no, type: accuracy
name: Token Scores / micro / Redact Full
value: 0.6308139534883721
verified: no
extra_gated_fields: Organisation: text
Intended use of the model: type: select
options: NLP Research, Education, Commercial Product, Clinical Data Warehouse, label: Other
value: other
Likes: 16 | All-time downloads: 214300
Created: 2024-06-16 00:31:15