Is your feature request related to a problem? Please describe.
Relevant metric to evaluate classification tasks
Describe the solution you'd like
Youden index is defined as $YI = Sensitivity + 1 - Specificity$
Additional use
The YI can also be used to find the best threshold on the validation set