Model Card for BenjaminOcampo/task-implicit_task__model-bert__aug_method-eda

Table of Contents

1. Model Details
2. Uses
3. Bias, Risks, and Limitations
4. Training Details
5. Evaluation
6. Model Examination
7. Environmental Impact
8. Technical Specifications
9. Citation
10. Glossary
11. More Information
12. Model Card Authors
13. Model Card Contact
14. How To Get Started With the Model

Model Details

Model Description

              precision    recall  f1-score   support

           0       0.89      0.90      0.90      2680
           1       0.82      0.81      0.82      1501
           2       0.38      0.32      0.35       186

    accuracy                           0.85      4367
   macro avg       0.70      0.68      0.69      4367
weighted avg       0.84      0.85      0.85      4367

              precision    recall  f1-score   support

           0       0.90      0.90      0.90      2681
           1       0.81      0.82      0.82      1501
           2       0.47      0.40      0.44       186

    accuracy                           0.85      4368
   macro avg       0.73      0.71      0.72      4368
weighted avg       0.85      0.85      0.85      4368

• Developed by: Nicolás Benjamín Ocampo
• Shared by [optional]: [More Information Needed]
• Model type: [More Information Needed]
• Language(s) (NLP): en
• License: [More Information Needed]
• Finetuned from model [optional]: [More Information Needed]
• Resources for more information: [More Information Needed]

Uses

Direct Use

Downstream Use [optional]

Out-of-Scope Use

Bias, Risks, and Limitations

Recommendations

Training Details

Training Data

Training Procedure [optional]

Preprocessing

Speeds, Sizes, Times

Evaluation

Testing Data, Factors & Metrics

Testing Data

Factors

Metrics

Results

Model Examination [optional]

Environmental Impact

• 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

Compute Infrastructure

Hardware

Software

Citation [optional]

Glossary [optional]

More Information [optional]

Model Card Authors [optional]

Model Card Contact

How to Get Started with the Model