Data Science, Model Performance, Model Selection, Machine Learning, Bobrupakroy.
approaches: Akaike Information Criterion (AIC). Derived from frequentist probability. Bayesian Information Criterion (BIC). Derived from Bayesian probability. Minimum Description Length (MDL). Derived from information theory. 1 .AIC: = -2/N * LL + 2 * k/N Where N is the number of examples in the