| --- |
| license: apache-2.0 |
| datasets: |
| - zefang-liu/phishing-email-dataset |
| language: |
| - en |
| base_model: |
| - cybersectony/phishing-email-detection-distilbert_v2.4.1 |
| pipeline_tag: text-classification |
| tags: |
| - code |
| metrics: |
| - accuracy |
| --- |
| # COS720 Project Model |
|
|
| This model was created for my University course and aims to detect phishing emails. |
|
|
| ## Performance Metrics |
| - __Accuracy:__ 99.76 |
| - __F1-score:__ 99.77 |
| - __Precision:__ 99.76 |
| - __Recall:__ 99.76 |
|
|
| ### Usage and Credits |
| All credit to user [Cybersectony](https://huggingface.co/cybersectony/phishing-email-detection-distilbert_v2.4.1) , this model was based on their pre-existing one and utilized an additional data set from [kaggle](https://www.kaggle.com/datasets/naserabdullahalam/phishing-email-dataset) |
