How to derive empirical equation from ML

is it possible to derive empirical equation from ML model based on weight or something
if the model consists of few variables with nonlinear relationship (e.g. 5 inputs and 1 output), how to start extract the equation

Depends on the ML model, for a small neural network model it might be feasible.

I think its best for you and depending on your model to try the Machine Learning and/or Deep Learning specializations, they provide excellent explanations on how the mathetical side is implemented.

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