StephArn's picture
Update README.md
86237f3 verified
---
tags:
- autotrain
- text-classification
widget:
- text: "I don't know how to deal with this! I feel stressed and tired all the time."
datasets:
- StressTweetRobertaSentiment/autotrain-data
---
# Model Trained Using AutoTrain
- Problem type: Text Classification
## Validation Metrics
loss: 0.39284127950668335
f1: 0.91
precision: 0.8921568627450981
recall: 0.9285714285714286
auc: 0.957133746355685
accuracy: 0.8831168831168831
## Fine-tuned from
cardiffnlp/twitter-roberta-base-sentiment-latest
## Trained on
Twitter_Non-Ads from the paper "Stress Detection from Social Media Articles: New Dataset Benchmark and Analytical Study" - 2022 International Joint Conference on Neural Networks (IJCNN)
All credit relating to the dataset goes to authors Aryan Rastogi; Qian Liu; Erik Cambria
Access to dataset: https://github.com/aryan-r22/Stress-Detection_Social-Media-Articles/tree/main