Removing unnecessary information can be essential for effective machine learning. You often use 0/1 classification, not regression. Same reason why you normally use only a few signals as inputs, not the whole price curve. Just test it and you'll see what is better in your case.

A frequent trade setup is no TP, distant Stop, and Lifetime the same as in training.