shaoncsecu
/

en_Disease_A_Z_Spacy

Token Classification

Model card Files Files and versions Community

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

Feature	Description
Name	`en_Disease_A_Z_Spacy`
Version	`0.0.0`
spaCy	`>=3.5.0,<3.6.0`
Default Pipeline	`transformer`, `ner`
Components	`transformer`, `ner`
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	`cc-by-4.0`
Author	Md Ataur Rahman

Label Scheme

View label scheme (11 labels for 1 components)

Component	Labels
`ner`	`Anatomy_E`, `Cause_E`, `Complication_E`, `Composition_E`, `Diagnosis_E`, `Disease_E`, `Medicine_E`, `Precaution_E`, `Riskfactor_E`, `Surgery_E`, `Symptom_E`

Accuracy

Type	Score
`ENTS_F`	64.17
`ENTS_P`	63.52
`ENTS_R`	64.83
`TRANSFORMER_LOSS`	1668093.31
`NER_LOSS`	1753164.48

Downloads last month: 0

Inference Providers NEW

Token Classification

This model is not currently available via any of the supported Inference Providers.

Evaluation results

NER Precision
self-reported

0.635
NER Recall
self-reported

0.648
NER F Score
self-reported

0.642

Metadata error: specify a dataset to view leaderboard