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DataRobot Tools

Datarobot Get Insights Feature Effects Models

Tool to retrieve feature effects insights for a DataRobot model. Use when analyzing feature importance and impact on model predictions for a specific data source (validation, training, or backtest).

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Use Datarobot Get Insights Feature Effects Models

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Free
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Inputs

  • limitinteger
    The number of items to return per page. Maximum value is 10.
  • offsetinteger
    The number of items to skip before starting to collect the result set.
  • sourcestring
    Required
    The subset of data used to compute the insight (e.g., validation, training, backtest_0, holdout).
  • entityIdstring
    Required
    The ID of the model to retrieve feature effects for.
  • dataSliceIdstring
    ID of the data slice to filter feature effects. If not specified, returns feature effects for all slices.
  • unslicedOnlystring
    Filter for unsliced insights only.

Observable output

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

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