> For the complete documentation index, see [llms.txt](https://gautamnaik1994.gitbook.io/snippets/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://gautamnaik1994.gitbook.io/snippets/machine-learning/handling-imbalanced-dataset.md).

# Handling Imbalanced Dataset

## Undersampling

## Oversampling

* Artificial or Synthetic points
* SMOTE Oversampling

## Algo

* cost sensitive logistic regression
* cost sensitive decision tree
* cost sensitive svm