Nature

Elite male table tennis matches diagnosis using SHAP and a hybrid LSTM–BPNN algorithm

This study adopts a new approach, SHapley Additive exPlanation (SHAP), to diagnose the table tennis matches based on a hybrid algorithm, namely Long Short-Term Memory–Back Propagation Neural Network ...
Nature

Opportunity with a threshold: a SHAP-based machine learning explanation of key drivers and their nonlinear relationships with rural investment

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
ascopubs.org

Machine Learning–Based Interpretation and Visualization of Nonlinear Interactions in Prostate Cancer Survival

Shapley additive explanation (SHAP) values represent a unified approach to interpreting predictions made by complex machine learning (ML) models, with superior consistency and accuracy compared with ...