Cost Function Binary Classification

I have imbalance dataset for binary classification problem. I want to create a custom cost function that takes into account not only the actual class and probability, but another variable "premium amount" which is a feature in the model.

I have studied few blogs but it doesn’t talk about including feature in cost function.

Kindly help!