Definitely not aiming for 50 ticks, it's a machine learning strategy that predicts if price on average in the next 15 mins is higher/lower than last excecuted price.
Accuracy on unseen data is ~72%, but it doesn't determine the magnitude of the price change, it can be 1 tick, it can be...