Ok, but I cannot wait seven years. It is a lot !
Something shorter ?
I think a year is adequate for a single stock. Out of 250 days, if you are right in 100 and wrong in 150, you will have, according to my strategy:
100*1.5= +150
150*0.5= -75
It is a 75 % return. Think about a binomial...