> For the complete documentation index, see [llms.txt](https://docs.exploratory.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.exploratory.io/machine-learning/smote.md).

# Fix Imbalanced Data (SMOTE)

Fixes Imbalanced Data by synthesizing minority data with an algorithm called SMOTE (Synthetic Minority Oversampling Technique). For more detail, please take a look at [this Note](https://exploratory.io/note/exploratory/How-to-Fix-Imbalanced-Data-with-a-SMOTE-Step-ldF6BHo4).