Search Results for author: Ruth Doherty

Found 1 papers, 0 papers with code

Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora

no code implementations1 Jun 2022 Monica Puerto, Mason Kellett, Rodanthi Nikopoulou, Mark D. Fuge, Ruth Doherty, Peter W. Chung, Zois Boukouvalas

With our accuracy results, we also introduce local interpretability model-agnostic explanations (LIME) of each prediction to provide a localized understanding of each prediction and to validate classifier decisions with our team of energetics experts.

Document Embedding

Cannot find the paper you are looking for? You can Submit a new open access paper.