Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
Bayesian model evidence naturally incorporates Occam’s razor, trading off model complexity and goodness of fit. [Diagram from Ghahramani (2013) [1], reproduced with permission, which is inspired by a similar diagram by David MacKay.] The horizontal x-axis in the diagram above [1] represents all