# Bayesian

Bayesian Linear Regression

Machine learning based on bayesian statistics

Suppose we have a model that describes the data generation process behind a dataset. The …

$$\frac{p(\mathscr M_1|y)}{ p(\mathscr M_2|y) } = \frac{p(\mathscr M_1)}{ p(\mathscr M_2) … BIC considers the number of parameters and the total number of data records. FIA is a method to describe the minimum description length ( [[MDL]] Minimum Description Length MDL … Bayes' Theorem is stated as$$ P(A\mid B) = \frac{P(B \mid A) P(A)}{P(B)}  $P(A\mid B)$: …