Bayesian Statistics, Model Comparison, Model Selection, Machine Learning, Thoughts And Theory.
its predictive probability widely. In doing so, the model evidence of complex models will be penalised if such complexity is not required. The Bayesian formalism thus provides a principled statistical approach to perform model selection. Although, applying this formalism in practice is far from