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Binary Classification on Synthetic 50% MCAR (test)

74.2AUCAV-LR
71.0871.8972.773.51Mar 22, 2026

Evaluation results

MethodLinks
AV-LRhidden units=128, epochs=150, batch size=256, learning rate=10-32026.0374.273.75
IDLGLMhidden units=128, epochs=150, batch size=256, learning rate=10-32026.0373.872.9
SAEMmax iterations=120, convergence threshold=10-42026.0373.0571.89
MIWAEhidden units=128, epochs=150, batch size=256, learning rate=10-32026.0372.872
MICEimputation=single-imputation2026.0372.571.23
MissForest2026.0371.971.55
Mean2026.0371.270.12