Model: fuhakiem/hin-v001-trainer
Author: fuhakiem
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, sentence-transformers, text-classification, generated_from_setfit_trainer, en, arxiv:2209.11055, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, license:apache-2.0, model-index, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: language: en
license: apache-2.0
tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: the nerves,blood vessels, and glands are located in which layer of the skin, Where would you put refuse if you do not want it to exist any more?, Obesity can cause resistance to which hormone?, Referees, where does the water at niagra falls come from
metrics: 0, 1, accuracy, macro avg, weighted avg
pipeline_tag: text-classification
library_name: setfit
inference: yes
base_model: BAAI/bge-small-en-v1.5
model-index: name: SetFit with BAAI/bge-small-en-v1.5 on Health Information Needs
results: task: type: text-classification
name: Text Classification
dataset: name: Health Information Needs
type: unknown
split: test
metrics: type: 0
value: precision: 0.37465309898242366
recall: 0.989413680781759
f1-score: 0.5435025721315142
support: 1228
name: 0
verified: no, type: 1
value: precision: 0.9940962761126249
recall: 0.5190894000474271
f1-score: 0.6820377005764138
support: 4217
name: 1
verified: no, type: accuracy
value: 0.6251606978879706
name: Accuracy
verified: no, type: macro avg
value: precision: 0.6843746875475243
recall: 0.7542515404145931
f1-score: 0.6127701363539639
support: 5445
name: Macro Avg
verified: no, type: weighted avg
value: precision: 0.8543944907102582
recall: 0.6251606978879706
f1-score: 0.6507941491107871
support: 5445
name: Weighted Avg
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-12-17 21:33:23