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Resampling: A method for balancing data


Unbalanced data is very common in Machine Learning. Unfortunately, they complicate predictive analysis. So to balance these data sets, several methods have been implemented.  How to manage unbalanced data with resampling? Unbalanced data are characterized by samples where a strong disparity is observed. For example, the ratio between classes is not 50/50, but rather 90/10. […]