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AppsDataRobot ToolsDatarobot Create Projects Frozen Models
DataRobot Tools

Datarobot Create Projects Frozen Models

Train a new frozen model with parameters from an existing model. Frozen models replicate the training parameters and hyperparameters of a source model, allowing you to retrain with different sample sizes or cluster counts while maintaining consistent methodology. Use when you wa…

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Use Datarobot Create Projects Frozen Models

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Inputs

  • modelIdstring
    Required
    The ID of an existing model to use as a source of training parameters. The frozen model will replicate this model's hyperparameters and training approach.
  • 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 unique identifier of the DataRobot project. Obtain from DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT.
  • samplePctnumber
    The percentage of the dataset to use with the model (between 0.0 and 100.0). Only one of samplePct and trainingRowCount should be specified.
  • trainingRowCountinteger
    The integer number of rows of the dataset to use with the model. Only one of samplePct and trainingRowCount should be specified.

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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