Javier Flores

Consistency of feature attribution in deep learning architectures for multi-omics

The findings indicate that in the case of the human host cellular response datasets, the rankings of features resulting from SHAP are sensitive to the choice of architecture as well as different random initializations of weights, suggesting caution and a recommendation for further evaluation when using attribution meth...