Product Evaluation Framework
When evaluating the product as a whole, data quality is an essential feature to assess - see Data Evaluation Framework. There are many more features that are important for a product to be successful for its users though. Below we detail the main features to consider.
Does the product offer value?
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Statistical similarity
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Machine learning efficacy metrics
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Privacy & security metrics
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Bias detection & data rebalancing performance