| license: apache-2.0 | |
| language: en | |
| tags: | |
| - text-classification | |
| - pytorch | |
| - emotion | |
| metrics: | |
| - accuracy, F1 score | |
| dataset: | |
| - emotion | |
| ## Training Parameters | |
| ``` | |
| learning rate: 2e-5 | |
| epochs: 40 | |
| weight decay: 0.01 | |
| batch size: 16 | |
| ``` | |
| ## Metrics | |
| ``` | |
| acuraccy: 0.93 | |
| macro-F1 (macro avg): 0.88 | |
| best epoch: 15 | |
| ``` | |
| ## Dataset: | |
| [Twitter-Sentiment-Analysis](https://huggingface.co./nlp/viewer/?dataset=emotion). | |