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Model explainability is a very active area of research. For the example of an individual neural network prediction you could use SHAP values[0]. Explainability
by andersource 6y ago
Model explainability is a very active area of research. For the example of an individual neural network prediction you could use SHAP values[0].
Explainability is far from a solved problem but there are certainly tools available to provide at least some transparency. I guess the website could provide references but that doesn't really seem to be the resolution being aimed for.
[0] https://www.kaggle.com/dansbecker/shap-values https://www.kaggle.com/dansbecker/shap-values.