---
license: apache-2.0
datasets:
- sms_spam
language:
- en
metrics:
- f1
- accuracy
pipeline_tag: text-classification
widget:
  - text: +26.787$ burn out in 24 hours, Let it have drowned, http://bit.ly/7ayp
    example_title: Spam Example
  - text: Hey want to cook something together tonight?
    example_title: Ham Example
---


First posted in my [Kaggle](https://www.kaggle.com/code/wesleyacheng/sms-spam-classification-with-bert).

You know what really grinds my gears. Spam! 😤

I made a sms spam classifier using [transfer learning](https://en.wikipedia.org/wiki/Transfer_learning) on [BERT](https://ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html) with a [Singaporean SMS Spam dataset](https://huggingface.co/datasets/sms_spam).