[riedel]

Actually I find nomograms in log form really cool for making naive bayes classifiers 'explainable'. One can even add density for continuous values.

IMHO this is so much nicer than e.g. decisions tree visualizations (which everyone quotes for the most explainable AI models).

[tgv]

It is indeed a great tool for visualizing Bayesian relations. You can even "feel" the sensitivity.