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ResearchFormerly WizWand

Diabetes Classification on UK Biobank (test)

0.794AUCCPAgents
0.769040.775520.7820.78848Jun 26, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CPAgentsBackbone=DeepSeek V3.2, Classifier=LDA2026.060.7940.72
ExpertsClassifier=LDA2026.060.7920.716
CPAgentsBackbone=GPT-5.1, Classifier=LDA2026.060.7920.726
CPAgentsBackbone=GPT-5.1, Classifier=MLP2026.060.7910.716
CPAgentsBackbone=DeepSeek V3.2, Classifier=AdaBoost2026.060.7890.724
MESHAgentsClassifier=LDA2026.060.7870.705
CPAgentsBackbone=GPT-5.1, Classifier=SVM2026.060.7850.736
CPAgentsBackbone=GPT-5.1, Classifier=AdaBoost2026.060.7850.713
CPAgentsBackbone=DeepSeek V3.2, Classifier=SVM2026.060.7840.725
ExpertsClassifier=MLP2026.060.7840.705
CPAgentsBackbone=DeepSeek V3.2, Classifier=MLP2026.060.7840.705
ExpertsClassifier=SVM2026.060.7810.715
ExpertsClassifier=AdaBoost2026.060.7720.687
MESHAgentsClassifier=MLP2026.060.7720.696
MESHAgentsClassifier=SVM2026.060.7710.717
MESHAgentsClassifier=AdaBoost2026.060.770.694