themis

cranv1.0.3

Extra Recipes Steps for Dealing with Unbalanced Data. A dataset with an uneven number of cases in each class is said to be unbalanced. Many models produce a subpar performance on unbalanced datasets. A dataset can be balanced by increasing the number of minority cases using SMOTE 2011 <doi:10.48550/arXiv.1106.1813>, BorderlineSMOTE 2005 <doi:10.1007/11

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First published · 2025-01-23 02:04:55

Last updated · 2025-01-22T23:10:02+00:00