Generating Counterfactual Explanations for Electrocardiography Classification with Native Guide

Bachelor Thesis from the year 2021 in the subject Computer Sciences - Artificial Intelligence, , language: English, abstract: This work focuses on a novel instance-based technique called “Native Guide”, that generates counterfactual explanations for time series data classification. It uses nearest neighbour samples from the real data distribution with class change as a foundation. This thesis appl...