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Known-K Coefficient-Regime Estimation Case 3.4, Ref 0.5-1.0

99.71Mean Coefficient EstimateMCMC
48.916462.103275.2988.4768Oct 16, 2025
Updated 4mo ago

Evaluation results

MethodLinks
MCMCReference=1, Time/s=18.62025.1099.710.0409
KNNReference=1, Time/s=2.32025.1099.70.0318
K-meansReference=1, Time/s=3.82025.1099.580.0338
BDMC*Reference=1, Time/s=20.22025.1099.580.0338
GANsReference=1, Time/s=40.62025.1099.580.0338
EMReference=1, Time/s=5.22025.1093.850.1125
EMReference=0.75, Time/s=5.22025.1080.110.1555
K-meansReference=0.75, Time/s=3.82025.1075.610.036
BDMC*Reference=0.75, Time/s=20.22025.1075.610.036
GANsReference=0.75, Time/s=40.62025.1075.610.036
KNNReference=0.75, Time/s=2.32025.1075.60.0397
MCMCReference=0.75, Time/s=18.62025.1075.590.0458
EMReference=0.5, Time/s=5.22025.1062.470.1398
K-meansReference=0.5, Time/s=3.82025.1051.110.0278
BDMC*Reference=0.5, Time/s=20.22025.1051.110.0277
GANsReference=0.5, Time/s=40.62025.1051.110.0278
MCMCReference=0.5, Time/s=18.62025.1050.980.0444
KNNReference=0.5, Time/s=2.32025.1050.870.0225