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AppsDataRobot ToolsDatarobot Create Projects Datetime Models From Model
DataRobot Tools

Datarobot Create Projects Datetime Models From Model

Tool to retrain an existing datetime model with specified parameters. Use when you need to create a new version of a datetime model with different training settings, sample size, or feature list. This action is asynchronous and returns a job URL to monitor progress.

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Use Datarobot Create Projects Datetime Models From Model

Pricing and limits

Pricing
Free
Unified payment
Not currently supported

Inputs

  • modelIdstring
    Required
    The ID of an existing model to use as the source for the training parameters.
  • 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. Use DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT to find project IDs.
  • featurelistIdstring
    If specified, the new model will be trained using this featurelist. Otherwise, the model will be trained on the same feature list as the source model.
  • samplingMethodstring
    Method for selecting training data when subsampling is used.
  • trainingEndDatestring
    A datetime string representing the end date of the data to use for training this model. Note that only one of trainingDuration or trainingRowCount or trainingStartDate and trainingEndDate should be specified. If trainingStartDate and trainingEndDate are specified, the source mod…
  • trainingDurationstring
    A duration string representing the training duration to use for training the new model. If specified, the model will be trained using the specified training duration. Otherwise, the original model's duration will be used. Only one of trainingRowCount, trainingDuration, trainingS…
  • trainingRowCountinteger
    The number of rows of data that should be used to train the model. If not specified, the original model's row count will be used. Only one of trainingRowCount, trainingDuration, trainingStartDate and trainingEndDate, or useProjectSettings may be specified.
  • trainingStartDatestring
    A datetime string representing the start date of the data to use for training this model. Note that only one of trainingDuration or trainingRowCount or trainingStartDate and trainingEndDate should be specified. If trainingStartDate and trainingEndDate are specified, the source m…
  • useProjectSettingsboolean
    If True, the model will be trained using the previously-specified custom backtest training settings. Only one of trainingRowCount, trainingDuration, trainingStartDate and trainingEndDate, or useProjectSettings may be specified.
  • timeWindowSamplePctinteger
    An integer between 1 and 99 indicating the percentage of sampling within the time window. The points kept are determined by the samplingMethod option. If specified, trainingRowCount may not be specified, and the specified model must either be a duration or selectedDateRange mode…
  • monotonicDecreasingFeaturelistIdstring
    The ID of the featurelist that defines the set of features with a monotonically decreasing relationship to the target. If null, no such constraints are enforced.

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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