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PVD Classification on UK Biobank (test)

0.741AUCCPAgents
0.520520.577760.6350.69224Jun 26, 2026

Evaluation results

MethodLinks
CPAgentsBackbone=DeepSeek V3.2, Classifier=MLP2026.060.7410.707
CPAgentsBackbone=GPT-5.1, Classifier=SVM2026.060.7130.603
CPAgentsBackbone=DeepSeek V3.2, Classifier=SVM2026.060.7120.553
ExpertsClassifier=SVM2026.060.710.783
MESHAgentsClassifier=SVM2026.060.7030.71
CPAgentsBackbone=DeepSeek V3.2, Classifier=AdaBoost2026.060.6840.56
MESHAgentsClassifier=AdaBoost2026.060.6820.817
MESHAgentsClassifier=LDA2026.060.6660.63
CPAgentsBackbone=GPT-5.1, Classifier=LDA2026.060.6580.543
MESHAgentsClassifier=MLP2026.060.640.66
CPAgentsBackbone=GPT-5.1, Classifier=MLP2026.060.6370.643
ExpertsClassifier=LDA2026.060.6360.61
ExpertsClassifier=MLP2026.060.6280.643
ExpertsClassifier=AdaBoost2026.060.6260.667
CPAgentsBackbone=GPT-5.1, Classifier=AdaBoost2026.060.6020.577
CPAgentsBackbone=DeepSeek V3.2, Classifier=LDA2026.060.5290.537