most citednn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials

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cs.LG2024★ 1 cited

nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials

Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo +1

The nn2poly package provides the implementation in R of the NN2Poly method to explain and interpret feed-forward neural networks by means of polynomial representations that predict…