File size: 899 Bytes
3af2f66 86237f3 3af2f66 11c256c 1517e30 11c256c 1517e30 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 |
---
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 |