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Data Imputation on powerplant MNAR (test)

0.3036Wasserstein Distance

MissForest

Updated 19d ago

Evaluation Results

Method	Links
MissForest 2026.07		0.3036
Proposal 2026.07		0.3476
KNN 2026.07		0.3849
MICE 2026.07		0.3956
PCA 2026.07		0.4201
MissForest 2026.07		0.4243
Proposal 2026.07		0.4712
MissForest 2026.07		0.5143
KNN 2026.07		0.5222
Proposal 2026.07		0.5466
MICE 2026.07		0.5492
Mean 2026.07		0.5506
Proposal 2026.07		0.562
GAIN 2026.07		0.5825
Proposal 2026.07		0.5936
MissForest 2026.07		0.5991
KNN 2026.07		0.6206
Proposal 2026.07		0.6355
Proposal 2026.07		0.6405
Proposal 2026.07		0.6438
Proposal 2026.07		0.6514
MICE 2026.07		0.6626
GAIN 2026.07		0.7012
KNN 2026.07		0.7031
MissForest 2026.07		0.7113
GAIN 2026.07		0.7317
Mean 2026.07		0.7338
PCA 2026.07		0.735
MICE 2026.07		0.7587
KNN 2026.07		0.7762
MissForest 2026.07		0.7939
MissForest 2026.07		0.7972
GAIN 2026.07		0.8338
GAIN 2026.07		0.8411
MICE 2026.07		0.8418
Mean 2026.07		0.8564
PCA 2026.07		0.8568
KNN 2026.07		0.8575
MICE 2026.07		0.9233
GAIN 2026.07		0.9378
KNN 2026.07		0.9483
Mean 2026.07		0.9512
PCA 2026.07		0.9516
GAIN 2026.07		0.9695
MICE 2026.07		1.0055
Mean 2026.07		1.0249
PCA 2026.07		1.0249
KNN 2026.07		1.0653
MissForest 2026.07		1.0889
PCA 2026.07		1.0904
Mean 2026.07		1.0905
MICE 2026.07		1.1013
GAIN 2026.07		1.1205
Mean 2026.07		1.1509
PCA 2026.07		1.151
GAIN 2026.07		1.188
MissForest 2026.07		1.2013
KNN 2026.07		1.217
Mean 2026.07		1.2175
PCA 2026.07		1.2176
MICE 2026.07		1.2295
Mean 2026.07		1.2937
PCA 2026.07		1.2937