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Amazon Machine Learning
Developer Guide (Version Latest)

Object Lifetimes

Any datasource, ML model, evaluation, or batch prediction object that you create with Amazon ML will be available for your use for at least two years after creation. Amazon ML might automatically remove objects that have not been accessed or used for over two years.