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Is it possible to extract mathematical expression of an trained ML Model?

They are all tree models, that can be represented by trees. You can then represent a tree with formulas, involving indicator functions. Typically for one node: $ y = 1_{x>x_0} * y_1 + 1_{x<=x_0} ...
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