Archives for Data Leakage

28 Oct

What is Data Leakage in ML & Why Should You Be Concerned

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image-17157

Imagine this scenario — you have tested your machine learning model well, and you get absolutely perfect accuracy. Happy with a job well done, and then decide to deploy your project. However, when the actual data is applied to this model, you get poor results. So, why did this happen? The possible reason for this…

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