Model: MiguelRod/SetFit-MeSH-Biomaterials-Classifier
Author: MiguelRod
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:cambridgeltl/SapBERT-from-PubMedBERT-fulltext, base_model:finetune:cambridgeltl/SapBERT-from-PubMedBERT-fulltext, model-index, region:us
Base models (finetune): id: cambridgeltl/SapBERT-from-PubMedBERT-fulltext
Card metadata: tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: lymphocyte activation: Morphologic alteration of small B LYMPHOCYTES or T LYMPHOCYTES in culture into large blast-like cells able to synthesize DNA and RNA and to divide mitotically. It is induced by INTERLEUKINS; MITOGENS such as PHYTOHEMAGGLUTININS, and by specific ANTIGENS. It may also occur in vivo as in GRAFT REJECTION., burns: Injuries to tissues caused by contact with heat, steam, chemicals (BURNS, CHEMICAL), electricity (BURNS, ELECTRIC), or the like., solutions: "The homogeneous mixtures formed by the mixing of a solid, liquid, or gaseous substance (solute) with a liquid (the solvent), from which the dissolved substances can be recovered by physical processes. (From Grant & Hackhs Chemical Dictionary, 5th ed)", tooth discoloration: Any change in the hue, color, or translucency of a tooth due to any cause. Restorative filling materials, drugs (both topical and systemic), pulpal necrosis, or hemorrhage may be responsible. (Jablonski, Dictionary of Dentistry, 1992, p253), foreign-body reaction: Chronic inflammation and granuloma formation around irritating foreign bodies.
metrics: accuracy
pipeline_tag: text-classification
library_name: setfit
inference: no
base_model: cambridgeltl/SapBERT-from-PubMedBERT-fulltext
model-index: name: SetFit with cambridgeltl/SapBERT-from-PubMedBERT-fulltext
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.5240963855421686
name: Accuracy
verified: no
Likes: 0 | All-time downloads: 34
Created: 2025-04-29 18:54:33