# Isotonic regression

## IsotonicRegression

### Input Data

|                    | Inputs                                                                                                       |
| ------------------ | ------------------------------------------------------------------------------------------------------------ |
| **\*Target Data**  | Data Input                                                                                                   |
| **\*Model Name**   | Name of the user-defined  model                                                                              |
| **Predict Output** | Name of the output data                                                                                      |
| **Merge Data**     | **Predict Output** will be created with predicted labels concatenated to **Merge Data**.                     |
| **\*X**            | <p>User-selected column to be X.</p><ul><li>Only one item should be selected to be training data</li></ul>   |
| **\*Y**            | <p>User-selected column to be Y.</p><ul><li>Only one item should be selected to be training target</li></ul> |

![\[Task Information of IsotonicRegression\]](https://3929524962-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MGaxNdSdRN_L_WNiX4I%2F-MKzn-4zu0g19EbnhDBy%2F-ML0iGRU2fqpmdXjXhOV%2Fimage.png?alt=media\&token=9edf7a97-065a-43d4-b4d8-0ed33777c778)

## Workflow Example

![](https://3929524962-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MGaxNdSdRN_L_WNiX4I%2F-MKzn-4zu0g19EbnhDBy%2F-ML0iA6aVlW4bwcUz2Zb%2Fimage.png?alt=media\&token=532aefb0-1c15-4321-b717-0c6348af6862)

## Python Package

**IsotonicRegression:** [**https://scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html**](https://scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html)
