BIMS-GA: Adaptive Multi-Objective Optimization for Network-Aware Pancreatic Ductal Adenocarcinoma Biomarker Discovery
Pancreatic ductal adenocarcinoma (PDAC) has a five-year relative survival of 8%. Feature selection optimizes accuracy, survival concordance, and network structure separately; whether uniting them matters has not been determined. The BIMS-GA optimizes the cross-validated AUC, Cox concordance, and STRING v11.0 protein–pr...