Model: tomaarsen/span-marker-bert-base-ncbi-disease
Author: tomaarsen
Pipeline: token-classification
Library: span-marker
Tags: span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, en, dataset:ncbi_disease, license:apache-2.0, model-index, region:us
Card metadata: license: apache-2.0
library_name: span-marker
tags: span-marker, token-classification, ner, named-entity-recognition
pipeline_tag: token-classification
widget: text: X-Linked adrenoleukodystrophy (ALD) is a genetic disease associated with demyelination of the central nervous system, adrenal insufficiency, and accumulation of very long chain fatty acids in tissue and body fluids.
example_title: Example 1, text: Canavan disease is inherited as an autosomal recessive trait that is caused by the deficiency of aspartoacylase (ASPA).
example_title: Example 2, text: However, both models lack other frequent DM symptoms including the fibre-type dependent atrophy, myotonia, cataract and male-infertility.
example_title: Example 3
model-index: name: SpanMarker w. bert-base-cased on NCBI Disease by Tom Aarsen
results: task: type: token-classification
name: Named Entity Recognition
dataset: type: ncbi_disease
name: NCBI Disease
split: test
revision: acd0e6451198d5b615c12356ab6a05fff4610920
metrics: type: f1
value: 0.8813
name: F1
verified: no, type: precision
value: 0.8661
name: Precision
verified: no, type: recall
value: 0.8971
name: Recall
verified: no
datasets: ncbi_disease
language: en
metrics: f1, recall, precision
Likes: 6 | All-time downloads: 765
Created: 2023-08-09 13:55:13