Avoiding Overfitting in Variable-Order Markov Models: a Cross-Validation Approach

Valeria Secchini, Javier Garcia-Bernardo, Petr Janský

Higher$\text{-}$order Markov chain models are widely used to represent agent transitions in dynamic systems, such as passengers in transport networks. They capture transitions in c…