Model: Corran/SciGenSetfit24
Author: Corran
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, bert, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: base_model: sentence-transformers/all-MiniLM-L6-v2
library_name: setfit
metrics: accuracy
pipeline_tag: text-classification
tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: Despite the widespread use of genome-based methods for taxonomic classification, some researchers (e.g., Brown and Caporaso, 2012) argue that a polyphasic approach, which combines multiple lines of evidence, remains essential for accurate Actinobacteria taxonomy., This study adds to the existing literature on late-onset sepsis in very low birth weight neonates by providing insights into the clinical characteristics, microbiological etiologies, and outcomes of these infections based on a large, multicenter database., The model-based clustering algorithm, specifically the Gaussian Mixture Model, effectively identified distinct clusters in the data with high accuracy., The study demonstrates that waste cooking oil can be effectively converted into biodiesel using the proposed process design, yielding a high-quality fuel with significant reductions in greenhouse gas emissions., TopHat and Cufflinks have been shown to outperform other tools in accurately aligning RNA-seq reads and quantifying gene and transcript expression levels, respectively (Kim et al., 2013; Trapnell et al., 2012)
inference: yes
model-index: name: SetFit with sentence-transformers/all-MiniLM-L6-v2
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.47572815533980584
name: Accuracy
verified: no
Likes: 0 | All-time downloads: 1357
Created: 2024-12-06 01:22:00