> For the complete documentation index, see [llms.txt](https://docs.bdb.ai/data-center-1/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.bdb.ai/data-center-1/data-center/data-preparation/data-preparation-workspace/transforms/ml.md).

# ML

The Binarizer transform details are provided under this section.

## Binarizer

It converts the value of a numerical column to zero when the value in the column is less than or equals to the threshold value and one if the value in the column is greater than threshold value.

* Select a numeric column from the dataset.
* Open the ***Transforms*** tab.
* Select the ***Binarizer*** transform from the ML category of transforms.
* Provide a ***Threshold*** value.
* Click the ***Submit*** option.

<figure><img src="https://1292667781-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FTXhIkVsF2MUsgjZftfJq%2Fuploads%2FlGsNwn26QIAHS7WznGTE%2Fimage.png?alt=media&amp;token=958dee44-da49-44c7-949b-d595711a9838" alt=""><figcaption><p><em><strong>Applying the Binarizer Transform</strong></em></p></figcaption></figure>

* The Dataset gets a new column with the 1 and 0 values by comparing the actual values with the set threshold limit.

<figure><img src="https://1292667781-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FTXhIkVsF2MUsgjZftfJq%2Fuploads%2F4HEdDA8LbzWQNcerhUzS%2Fimage.png?alt=media&amp;token=37abe896-58b6-402b-be4b-e9d197b62330" alt=""><figcaption></figcaption></figure>