Minimum message length

Minimum Message Length (MML) is a principle from information theory and statistics that is used for model selection and data compression. It provides a way to quantify the amount of information contained in a message and helps determine the best model for a given dataset by minimizing the total length of the message needed to encode both the model and the data.