I have highly imbalanced data so for binary classification I convert probabilities for 1-class with threshold = 0.06.
I want to show probabilities to management so I need to adjust then on condition that 0.06 is my new 50% boundary.
So I want my low probability, like 0.045, 0.067, 0.01 values to be recalculated to be higher percentage.
I guess I should multuply it, but I don't know how to find the value.
data for reference
id probability
_____________________
168835 0.529622
168836 0.870282
168837 0.988074
180922 0.457827
78352 0.272279
...
320739 0.003046
329237 0.692332
329238 0.926343
329239 0.994264
320741 0.002714