Model Card for BenjaminOcampo/task-implicit_task__model-usesvm__aug_method-gm_revised
Table of Contents
Model Details Uses Bias, Risks, and Limitations Training Details Evaluation Model Examination Environmental Impact Technical Specifications Citation Glossary More Information Model Card Authors Model Card Contact How To Get Started With the Model
Model Details
Model Description
Classification results dev set
precision recall f1-score support
0 0.88 0.86 0.87 2680
1 0.75 0.79 0.77 1501
2 0.33 0.29 0.31 186
accuracy 0.81 4367
macro avg 0.66 0.65 0.65 4367
weighted avg 0.81 0.81 0.81 4367Classification results test set
precision recall f1-score support
0 0.89 0.86 0.87 2681
1 0.77 0.80 0.79 1501
2 0.38 0.40 0.39 186
accuracy 0.82 4368
macro avg 0.68 0.69 0.68 4368
weighted avg 0.83 0.82 0.82 4368
Developed by: Nicolás Benjamín OcampoShared by [optional]: [More Information Needed]Model type: [More Information Needed]Language(s) (NLP): enLicense: [More Information Needed]Finetuned from model [optional]: [More Information Needed]Resources for more information: [More Information Needed]
Uses
Direct Use
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Downstream Use [optional]
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Out-of-Scope Use
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Bias, Risks, and Limitations
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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.
Training Details
Training Data
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Training Procedure [optional]
Preprocessing
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Speeds, Sizes, Times
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
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Results
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Model Examination [optional]
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Environmental Impact
Carbon emissions can be estimated using the
Machine Learning Impact calculator presented in
Lacoste et al. (2019) .
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
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Compute Infrastructure
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Hardware
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Software
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Citation [optional]
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Glossary [optional]
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Model Card Authors [optional]
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Model Card Contact
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How to Get Started with the Model
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