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Amazon Machine Learning
Developer Guide (Version Latest)

Updating Objects

Each object type has an operation that updates the details of an Amazon ML object (See Amazon ML API Reference):

  • UpdateDataSource

  • UpdateMLModel

  • UpdateEvaluation

  • UpdateBatchPrediction

Each operation requires the object's ID to specify which object is being updated. You can update the names of all objects. You can't update any other properties of objects for datasources, evaluations, and batch predictions. For ML Models, you can update the ScoreThreshold field, as long as the ML model does not have a real-time prediction endpoint associated with it.