Your question is Feature Collinearity in Alpha Models. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
When using tree-based models for alpha generation, how do you handle feature collinearity?