Stable and Interpretable Deep Learning for Tabular Data: Introducing InterpreTabNet with the Novel InterpreStability Metric

no code implementations • 4 Oct 2023 • Shiyun Wa, Xinai Lu, Minjuan Wang

The proposed model and metric mark a significant stride forward in explainable models' research, setting a standard for transparency and interpretability in AI model design and application across diverse sectors.

Decision Making Explainable Models