Model: nickmuchi/sec-bert-finetuned-finance-classification
Author: nickmuchi
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, onnx, bert, text-classification, financial-sentiment-analysis, sentiment-analysis, sentence_50agree, generated_from_trainer, sentiment, finance, en, dataset:financial_phrasebank, dataset:Kaggle_Self_label, dataset:nickmuchi/financial-classification, license:cc-by-sa-4.0, model-index, endpoints_compatible, region:us
Card metadata: license: cc-by-sa-4.0
tags: financial-sentiment-analysis, sentiment-analysis, sentence_50agree, generated_from_trainer, sentiment, finance
datasets: financial_phrasebank, Kaggle_Self_label, nickmuchi/financial-classification
metrics: accuracy, f1, precision, recall
widget: text: The USD rallied by 10% last night
example_title: Bullish Sentiment, text: Covid-19 cases have been increasing over the past few months impacting earnings for global firms
example_title: Bearish Sentiment, text: the USD has been trending lower
example_title: Mildly Bearish Sentiment
model-index: name: sec-bert-finetuned-finance-classification
results: task: name: Text Classification
type: text-classification
dataset: name: financial_phrasebank
type: finance
args: sentence_50agree
metrics: type: F1
name: F1
value: 0.8744
verified: no, type: accuracy
name: accuracy
value: 0.8755
verified: no
language: en
Likes: 13 | All-time downloads: 63267
Created: 2022-03-08 03:30:54