  In this paper, we present MELT-ML, a machine learning extension to the
Matching and EvaLuation Toolkit (MELT) which facilitates the application of
supervised learning for ontology and instance matching. Our contributions are
twofold: We present an open source machine learning extension to the matching
toolkit as well as two supervised learning use cases demonstrating the
capabilities of the new extension.
