Skip to content

On-premise users: click in-app to access the full platform documentation for your version of DataRobot.

Modeling > Model insights > Understand > Prediction Explanations

Prediction Explanations

The following sections provide an overview and describe the alternate methodologies for working with Prediction Explanations:

Topic Description
Prediction Explanations overview Describes the SHAP and XEMP methodologies, including benefits and tradeoffs.
SHAP Prediction Explanations Describes how to work with SHAP-based Prediction Explanations.
XEMP Prediction Explanations Describes how to work with XEMP-based Prediction Explanations.
Text Prediction Explanations Helps to interpret the output of text-based explanations.
Prediction Explanations for clusters Helps to interpret Prediction Explanations for clustering projects (XEMP only).
Prediction Explanations for time-aware projects Compute prediction explanations for data in OTV and time series projects.
Updated August 15, 2024