148b - Handling Imbalanced Data in python: A Business-Focused Approach
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148b - Handling Imbalanced Data in python: A Business-Focused Approach
Is SMOTE Always the Right Way to Handle Imbalanced Data? Most real-world data comes unbalanced - whether it's medical diagnoses, marketing campaigns, or fraud detection. We often reach for SMOTE to synthetically balance our datasets, but should we? In this tutorial, I challenge the common approach of blindly balancing data. Using a real bank ...
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