IEEE

Integrating Deep Learning and SHAP for Breast Cancer Classification and Biomarker Discovery Using Gene Expression Data

Abstract: This study explores the application of deep learning models combined with SHAP (SHapley Additive exPlanations) for breast cancer classification using gene expression data. Our model ...
IEEE

Effective Pruning for Top-k Feature Search on the Basis of SHAP Values

Abstract: With the ever-increasing influence of machine learning models, it has become necessary to explain their predictions. The SHAP framework provides a solution to this problem by assigning a ...