Feature Importance
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kavon commented
We can get a sense of knob sensitivity from the trained model. Here's a comparison of what type of information XGB offers to make such an estimation: https://towardsdatascience.com/be-careful-when-interpreting-your-features-importance-in-xgboost-6e16132588e7