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roc_pivot - not affecting predict function
Post-processing function roc_pivot
does affect only $y_hat
of explainer and not the predict function. When dealing with new data it may be misleading. Therefore roc_pivot
should also change predict function
Thanks @piotrpiatyszek for bringing it up
This is a good issue and it needs to be discussed in more depth as the changes for this to take effect are affecting DALEX
. As for now, it will remain open.