Fredy Ruiz Palacios

A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling

Multiscale signals represent a formidable modelling challenge in Machine Learning as the ubiquitous Mean Squared Error loss function neglects signal behaviour at smaller values. Several scale-equalizing error metrics have been devised to tackle this problem, amongst which the Mean Absolute Percentag