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Pre-Training Metrics. Pre-training metrics are a great first-pass on a dataset. We can run a job with SageMaker Clarify to identify key differences in our dataset across various attributes of interest, or variables for which we’d like to learn about any imbalances or samples that are present in the dataset which may be likely to lead to a biased model.
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