# Predict

> ![docs image](https://dev-assets.cms.uipath.com/assets/images/marketplace/marketplace-docs-image-33331-957e8fb0-f8e57b76.webp)

![docs image](https://dev-assets.cms.uipath.com/assets/images/marketplace/marketplace-docs-image-33331-957e8fb0-f8e57b76.webp)

`UiPath.DataRobot.Activities.Predict`

Once a machine learning model has been deployed on the DataRobot server, this activity uses it to predict the target feature based on a single data set.

## Properties

### Common

* **DisplayName** - The display name of the activity.

### Credentials

* **Password** - The password used to log into DataRobot.
* **URL** - *(Optional)
* The URL of your DataRobot host. Defaults to [https://app.datarobot.com](https://app.datarobot.com/) if no value is provided.
* **Username** - The username used to log into DataRobot.

### Input

* **Data** - The local path of the data file used to predict the target feature. This file must contain tabular data (e.g. a .csv file) with each line missing a value for the target feature.
* **Deployment** - The name of the deployed model used to predict the target feature.

![docs image](https://dev-assets.cms.uipath.com/assets/images/marketplace/marketplace-docs-image-34783-5c14d6c3-2be5f4bd.webp)

### Output

* **Predictions** - The predicted values of the target feature as a `Prediction[]`.

`Prediction` objects contain the following fields:

```
* **Value** (`String`) - The predicted value for the model's target feature.
* **Confidence** (`Double`) - The confidence, as a value between 0 and 1, that the predicted value is correct.
* **PredictionExplanation** (`Explanation[ ]`) - An array of features used to train the model and the degree to which they influence the predicted value.
```

`Explanation` objects contain the following fields:

***FeatureValue*** (`String`) - The value this feature held in the input data.

***Strength*** (`Double`) - A numerical indication of how strongly this feature correlated to the predicted value.

***Feature*** (`String`) - The name of this feature.

***QualitativeStrength*** (`String`) - A visual representation of how strongly this feature correlates with the predicted value. Possible values are ---, --, -, , +, ++, +++.