Explaining Black-Box Classifiers with ILP – Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules

Rabold, Johannes MarkusJohannes MarkusRabold0000-0003-0656-5881Siebers, MichaelMichaelSiebers0000-0003-1891-3572Schmid, UteUteSchmid0000-0002-1301-03262019-10-212019-10-212018978-3-319-99959-3https://fis.uni-bamberg.de/handle/uniba/46526engExplaining Black-Box Classifiers with ILP – Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rulesconferenceobject10.1007/978-3-319-99960-9_7