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Data Imputation on powerplant MAR (test)

0.2831Wasserstein Distance

MissForest

Updated 18d ago

Evaluation Results

Method	Links
MissForest 2026.07		0.2831
Proposal 2026.07		0.3143
KNN 2026.07		0.3478
MICE 2026.07		0.3577
MissForest 2026.07		0.3915
Proposal 2026.07		0.4038
PCA 2026.07		0.4257
VAE 2026.07		0.4705
Proposal 2026.07		0.4733
MissForest 2026.07		0.4749
MissForest 2026.07		0.4749
Proposal 2026.07		0.4765
KNN 2026.07		0.4776
MICE 2026.07		0.4899
Mean 2026.07		0.5038
GAIN 2026.07		0.5226
Proposal 2026.07		0.5259
MissForest 2026.07		0.5303
GAIN 2026.07		0.5523
Proposal 2026.07		0.5627
PCA 2026.07		0.5633
KNN 2026.07		0.5747
KNN 2026.07		0.5747
Proposal 2026.07		0.5813
Proposal 2026.07		0.5862
MICE 2026.07		0.5918
MICE 2026.07		0.5918
Proposal 2026.07		0.6026
MissForest 2026.07		0.6165
KNN 2026.07		0.6571
GAIN 2026.07		0.6618
MICE 2026.07		0.6782
Mean 2026.07		0.6787
GAIN 2026.07		0.7033
KNN 2026.07		0.7499
VAE 2026.07		0.7535
MissForest 2026.07		0.7726
MICE 2026.07		0.7767
PCA 2026.07		0.8022
PCA 2026.07		0.8022
Mean 2026.07		0.8026
Mean 2026.07		0.8026
GAIN 2026.07		0.826
VAE 2026.07		0.8262
KNN 2026.07		0.8405
MissForest 2026.07		0.8654
MICE 2026.07		0.8742
GAIN 2026.07		0.8872
Mean 2026.07		0.8987
PCA 2026.07		0.8987
KNN 2026.07		0.9477
MICE 2026.07		0.9807
GAIN 2026.07		0.9871
Mean 2026.07		0.9882
PCA 2026.07		0.9882
GAIN 2026.07		1.0096
PCA 2026.07		1.0646
Mean 2026.07		1.0647
KNN 2026.07		1.0737
MICE 2026.07		1.1005
Mean 2026.07		1.1408
PCA 2026.07		1.1408
MissForest 2026.07		1.1684
Mean 2026.07		1.2169
PCA 2026.07		1.2169
GAIN 2026.07		1.3991