I am facing a challenge to reach an optimal solution. I will try to explain with an example :
Suppose I have created an algorithm to predict if a customer will subscribe to bank deposit plan or not. The model has already reached optimal performance. The marketing for this deposit plan is done my telemarketing team (which has certain resource capacity).
My model has some false positive which means these false positives will result in increased cost on resources and effort. My target is to reach an optimal value of target that needs to be set for telemarketing team which they can achieve with existing resources and my profit is also optimized .
Can anybody help to understand the technicalities and how this problem be approached ?