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Clustering on Lymphoma synthetic missingness

2.9CERMNAR-k-means
1.7849.31716.8524.383Jun 30, 2026

Evaluation results

MethodLinks
MNAR-k-meansMissing mechanism=MNAR0, Missing proportion=30%2026.062.9
MNAR-k-meansMissing mechanism=MNAR1, Missing proportion=30%2026.063.4
MNAR-k-meansMissing mechanism=MNAR2, Missing proportion=30%2026.064
MNAR-k-meansMissing mechanism=MNAR2, Missing proportion=50%2026.066.7
MNAR-k-meansMissing mechanism=MNAR1, Missing proportion=10%2026.068
MNAR-k-meansMissing mechanism=MNAR0, Missing proportion=50%2026.069.3
MNAR-k-meansMissing mechanism=MNAR2, Missing proportion=10%2026.0610.8
MNAR-k-meansMissing mechanism=MNAR1, Missing proportion=50%2026.0616.7
MNAR-k-meansMissing mechanism=MNAR0, Missing proportion=10%2026.0621.6
Mean imputationMissing mechanism=MNAR0, Missing proportion=30%2026.0627.9
k-PODMissing mechanism=MNAR0, Missing proportion=30%2026.0627.9
Mean imputationMissing mechanism=MNAR2, Missing proportion=30%2026.0627.9
k-PODMissing mechanism=MNAR2, Missing proportion=30%2026.0627.9
Mean imputationMissing mechanism=MNAR2, Missing proportion=50%2026.0627.9
k-PODMissing mechanism=MNAR2, Missing proportion=50%2026.0627.9
Mean imputationMissing mechanism=MNAR0, Missing proportion=50%2026.0628.3
Mean imputationMissing mechanism=MNAR1, Missing proportion=30%2026.0628.3
k-PODMissing mechanism=MNAR1, Missing proportion=30%2026.0628.3
KNN imputationMissing mechanism=MNAR2, Missing proportion=30%2026.0629.1
KNN imputationMissing mechanism=MNAR0, Missing proportion=50%2026.0629.4
k-PODMissing mechanism=MNAR0, Missing proportion=50%2026.0629.5
Mean imputationMissing mechanism=MNAR1, Missing proportion=10%2026.0629.5
k-PODMissing mechanism=MNAR1, Missing proportion=10%2026.0629.5
KNN imputationMissing mechanism=MNAR1, Missing proportion=30%2026.0629.6
KNN imputationMissing mechanism=MNAR1, Missing proportion=50%2026.0629.6
k-meansMissing mechanism=MNAR0, Missing proportion=10%2026.0629.7
Mean imputationMissing mechanism=MNAR0, Missing proportion=10%2026.0629.7
KNN imputationMissing mechanism=MNAR0, Missing proportion=10%2026.0629.7
k-PODMissing mechanism=MNAR0, Missing proportion=10%2026.0629.7
k-meansMissing mechanism=MNAR0, Missing proportion=30%2026.0629.7
KNN imputationMissing mechanism=MNAR0, Missing proportion=30%2026.0629.7
k-meansMissing mechanism=MNAR0, Missing proportion=50%2026.0629.7
k-meansMissing mechanism=MNAR1, Missing proportion=10%2026.0629.7
KNN imputationMissing mechanism=MNAR1, Missing proportion=10%2026.0629.7
k-meansMissing mechanism=MNAR1, Missing proportion=30%2026.0629.7
k-meansMissing mechanism=MNAR1, Missing proportion=50%2026.0629.7
k-meansMissing mechanism=MNAR2, Missing proportion=10%2026.0629.7
Mean imputationMissing mechanism=MNAR2, Missing proportion=10%2026.0629.7
KNN imputationMissing mechanism=MNAR2, Missing proportion=10%2026.0629.7
k-PODMissing mechanism=MNAR2, Missing proportion=10%2026.0629.7
k-meansMissing mechanism=MNAR2, Missing proportion=30%2026.0629.7
k-meansMissing mechanism=MNAR2, Missing proportion=50%2026.0629.7
Mean imputationMissing mechanism=MNAR1, Missing proportion=50%2026.0629.8
k-PODMissing mechanism=MNAR1, Missing proportion=50%2026.0630
KNN imputationMissing mechanism=MNAR2, Missing proportion=50%2026.0630.8