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In classification machine learning problems(binary and multiclass), datasets are often imbalanced which means that one class has a higher number of samples than others.

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Handling Imbalanced Datasets: A Guide With Hands-on Implementation

In this article, I’ll be discussing the way to achieve balanced datasets using various techniques, as well as compare them.

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