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DataRobot Tools

Datarobot Create Projects Models

Tool to train a new model in a DataRobot project using a specific blueprint. Use this after obtaining a blueprintId from DATAROBOT_LIST_BLUEPRINTS or from existing models. The model training happens asynchronously - poll the returned location URL to monitor progress.

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Use Datarobot Create Projects Models

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Inputs

  • nClustersinteger
    The number of clusters to use in the specified unsupervised clustering model. Only valid in unsupervised clustering projects. Must be between 2 and 100.
  • projectIdstring
    Required
    The ID of the DataRobot project where the model will be trained. Use DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT to find project IDs.
  • samplePctnumber
    The percentage of the dataset to use with the model. Only one of samplePct and trainingRowCount should be specified. The specified percentage should be between 0 and 100.
  • blueprintIdstring
    Required
    The ID of a blueprint to use to generate the model. Allowed blueprints can be retrieved using DATAROBOT_LIST_BLUEPRINTS or taken from existing models.
  • scoringTypestring
    Scoring type for model training validation.
  • featurelistIdstring
    If specified, the model will be trained using this featurelist. If not specified, the recommended featurelist for the specified blueprint will be used. If there is no recommended featurelist, the project's default will be used.
  • sourceProjectIdstring
    The project the blueprint comes from. Required only if the blueprintId comes from a different project.
  • trainingRowCountinteger
    An integer representing the number of rows of the dataset to use with the model. Only one of samplePct and trainingRowCount should be specified.
  • monotonicDecreasingFeaturelistIdstring
    The ID of the featurelist that defines the set of features with a monotonically decreasing relationship to the target. If null, no constraints will be enforced. If omitted, the project default is used.
  • monotonicIncreasingFeaturelistIdstring
    The ID of the featurelist that defines the set of features with a monotonically increasing relationship to the target. If null, no constraints will be enforced. If omitted, the project default is used.

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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