Ontology-based Interpretable Machine Learning for Textual Data

2 code implementations • 1 Apr 2020 • Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou

In this paper, we introduce a novel interpreting framework that learns an interpretable model based on an ontology-based sampling technique to explain agnostic prediction models.

BIG-bench Machine Learning Interpretable Machine Learning