Machine learning in trading: theory, models, practice and algo-trading - page 3610
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What are "profitable trades"? What is that probability? 0.5, 0.6 ....
Where is the threshold that should formalise the notion of "profitable deal"? The problem is that the calculated threshold should remain a "threshold" at least at the next step of prediction.