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AppsDataRobot ToolsDatarobot Get Insights Shap Distributions Models

DataRobot Tools

Datarobot Get Insights Shap Distributions Models

Utilisez Datarobot Get Insights Shap Distributions Models avec DataRobot Tools via Aident Loadout. Vérifiez les entrées, sorties, la configuration, le tarif et le risque avant exécution.

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Utiliser Datarobot Get Insights Shap Distributions Models

Description du fournisseur

Tool to retrieve SHAP (SHapley Additive exPlanations) distribution insights for a DataRobot model. Use when you need to understand how feature values contribute to model predictions across the dataset. SHAP distributions show how features impact predictions for different data su…

Tarifs et limites

Tarif: Action gratuite
Paiement unifié: Non pris en charge actuellement

Entrées

limitinteger
The number of items to return per page.
acceptstring
Requested MIME type for the returned data.
offsetinteger
The number of items to skip before starting to collect the result set.
sourcestring
The subset of data used to compute the insight.
entityIdstring
Obligatoire
The ID of the model to retrieve SHAP distributions insights for.
seriesIdstring
The series ID used to filter records. Required for multiseries time-series projects to identify which series to analyze.
dataSliceIdstring
ID of the data slice to filter SHAP distributions insights. If not specified, returns insights for all slices.
quickComputeboolean
When enabled (default true), limits the rows used from the selected subset (training sample or slice) for faster computation. Disable for complete but slower computation.
unslicedOnlystring
Return only insights without a data_slice_id.
featuresOrderBystring
Order SHAP distributions by the specified field value.
forecastDistanceinteger
The forecast distance used to retrieve insight data. For time-series projects, specifies how many time units ahead to analyze.
externalDatasetIdstring
The ID of the external dataset to filter SHAP distributions insights.

Sortie observable

data
Obligatoire
Data from the action execution
errorstring
Error if any occurred during the execution of the action
successfulboolean
Obligatoire
Whether or not the action execution was successful or not

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