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Is your model good? A deep dive into Amazon SageMaker Canvas advanced metrics

AWS Machine Learning Blog

We use the model preview functionality to perform an initial EDA. This provides us a baseline that we can use to perform data augmentation, generating a new baseline, and finally getting the best model with a model-centric approach using the standard build functionality.

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