Undersampling Will Change the Base Rates of Your Models Predictions

Posted by365Data SciencePosted inData Science News
In classification problems, the proportion of cases in each class largely determines the base rate of the predictions produced by the model. Therefore if you use sampling techniques that change this proportion, there is a good chance you will want to rescale / calibrate your predictions before using them in the wild.

Originally from KDnuggets https://ift.tt/3mngn84

source https://365datascience.weebly.com/the-best-data-science-blog-2020/undersampling-will-change-the-base-rates-of-your-models-predictions

Published by 365Data Science

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