Evaluating the three-level approach of the U-smile method for imbalanced binary classification.

The net I coefficients did not produce any apparent trends, except for an increasing trend in I 0 and a parabolic trend in I 1 for glucose (a non-informative categorical variable).

also in 63,971 other papers

This resulted in a decreasing trend of ΔF1-score for informative variables, starting from 10% of the event class.

also in 47,180 other papers