Quote from Abbadon21:
My main question now is how should I trade the predictions of my system for maximum profit.
What MTE said. It's your system, and only you know what exactly it predicts.
Assuming that:
1. your system makes accurate predictions, or at least accurate enough that you are confident trading them, and
2. your system predicts the relative price of a particular security at two different times,
your trading strategy can only be to buy as close as possible to when you predict the lower price and sell as close as possible to when you predict the higher price. (One obvious adjustment would be, for example, to close out the position on Thursday afternoon if you see a better price than you predict on Friday morning)
You can do it with either stocks or options, but if you want to trade the opening bell the bid/ask spreads on options at that hour will probably eat all the profits from a short-term trade. That's why I suggested trading the underlying straight. But I don't trade index options, so ask someone else for more nuanced strategies.
Also, if your system can accurately predict the price action following news announcements, I'd like to buy your system. Would every last penny I have be enough?