Autorelevance function and other feature relevance measures for univariate time series

Julian Cardenas, Jamie Arjona, Pedro Delicado

We propose a model agnostic methodology to measure lag relevance in machine learning forecasting models applied to univariate time series. Particularly, we are working in the conte…