4 ms·
Neat. This is based on Bayes' rule in its odds form[1], or more specifically in log-odds form, where evidence is additive[2]. [1]: https://entropicthoughts.com
by kqr 4mo ago
Neat. This is based on Bayes' rule in its odds form[1], or more specifically in log-odds form, where evidence is additive[2].
[1]: https://entropicthoughts.com/bayes-rule-odds-form https://entropicthoughts.com/bayes-rule-odds-form
[2]: https://entropicthoughts.com/sensitivity-counts-against-you https://entropicthoughts.com/sensitivity-counts-against-you
- riedel 4mo agoActually 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 4mo agoIt is indeed a great tool for visualizing Bayesian relations. You can even "feel" the sensitivity.