Evaluating Simplification Algorithms for Interpretability of Time Series Classification

Brigt Håvardstun, Felix Marti-Perez, Cèsar Ferri +1

In this work, we introduce metrics to evaluate the use of simplified time series in the context of interpretability of a TSC -- a Time Series Classifier. Such simplifications are i…