Take an example to illustrate:
With machine learning, I am trying to make label with a score function which has 2 params
- return: higher is better
- period: smaller is better
The question is how to define the score(return, period){}
please note the return and period has different scale and different distribution, how to combine them properly into one score for training purpose? any good practice for this ?