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How to handle data that is unevenly distributed

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@yaswanth912 wrote:

If I have a dataset where the target variable has 2 categories(1,0) and their distribution is imbalanced as in say they are distributed at 99:1. How to build a model on the data or do we need to take a subset of the data. Are there any methods to handle such type of data?

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