--- library_name: transformers tags: [] --- # Model Card for Model ID ``` precision recall f1-score support neutral 0.89 0.24 0.38 5454 anger 0.06 0.17 0.09 102 disgust 0.02 0.20 0.04 41 fear 0.01 0.71 0.01 14 happiness 0.23 0.53 0.32 927 sadness 0.03 0.12 0.05 94 surprise 0.04 0.18 0.06 108 accuracy 0.28 6740 macro avg 0.18 0.31 0.14 6740 weighted avg 0.75 0.28 0.35 6740 Accuracy 0.27819 Balanced_Accuracy 0.30592 F1-score 0.35445 ``` [original one](https://huggingface.co/Shotaro30678/archive_emotion_predictor_for_emotion_chat_bot/settings): ``` precision recall f1-score support neutral 0.84 0.91 0.87 5454 anger 0.17 0.09 0.12 102 disgust 0.00 0.00 0.00 41 fear 0.00 0.00 0.00 14 happiness 0.36 0.30 0.33 927 sadness 0.00 0.00 0.00 94 surprise 0.00 0.00 0.00 108 accuracy 0.78 6740 macro avg 0.20 0.19 0.19 6740 weighted avg 0.73 0.78 0.75 6740 Accuracy 0.77982 Balanced_Accuracy 0.18522 F1-score 0.7538 ``` ## Model Details ### Model Description This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. - **Developed by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Model type:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] - **Finetuned from model [optional]:** [More Information Needed] ### Model Sources [optional] - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses ### Direct Use [More Information Needed] ### Downstream Use [optional] [More Information Needed] ### Out-of-Scope Use [More Information Needed] ## Bias, Risks, and Limitations [More Information Needed] ### Recommendations Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. ## How to Get Started with the Model Use the code below to get started with the model. [More Information Needed] ## Training Details ### Training Data [More Information Needed] ### Training Procedure #### Preprocessing [optional] [More Information Needed] #### Training Hyperparameters - **Training regime:** [More Information Needed] #### Speeds, Sizes, Times [optional] [More Information Needed] ## Evaluation ### Testing Data, Factors & Metrics #### Testing Data [More Information Needed] #### Factors [More Information Needed] #### Metrics [More Information Needed] ### Results [More Information Needed] #### Summary ## Model Examination [optional] [More Information Needed] ## Environmental Impact Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). - **Hardware Type:** [More Information Needed] - **Hours used:** [More Information Needed] - **Cloud Provider:** [More Information Needed] - **Compute Region:** [More Information Needed] - **Carbon Emitted:** [More Information Needed] ## Technical Specifications [optional] ### Model Architecture and Objective [More Information Needed] ### Compute Infrastructure [More Information Needed] #### Hardware [More Information Needed] #### Software [More Information Needed] ## Citation [optional] **BibTeX:** [More Information Needed] **APA:** [More Information Needed] ## Glossary [optional] [More Information Needed] ## More Information [optional] [More Information Needed] ## Model Card Authors [optional] [More Information Needed] ## Model Card Contact [More Information Needed]