Machine Learning in Trading Strategy Design › Quiz

Michael BrenndoerferJanuary 3, 20261 min read
Quantitative FinanceAll chapters
Part 13 of 15Machine Learning and Alternative Data
Chapter 70Machine Learning in Trading Strategy Design › Quiz
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Machine Learning in Trading Strategy Design

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When converting model predictions to trading signals, why do strategies typically use probability thresholds (e.g., only trade when predicted probability exceeds 0.55) rather than trading on every prediction?