Ensemble Interpretation: A Unified Method for Interpretable Machine Learning

no code implementations • 11 Dec 2023 • Chao Min, Guoyong Liao, Guoquan Wen, Yingjun Li, Xing Guo

To address the issues of stability and fidelity in interpretable learning, a novel interpretable methodology, ensemble interpretation, is presented in this paper which integrates multi-perspective explanation of various interpretation methods.

feature selection Interpretable Machine Learning