Skip to main content

Table 9 Performance of MICE and SICE for ordinal attribute using local health dataset

From: SICE: an improved missing data imputation technique

Algorithm

MICE

SICE

Accuracy

F-measure

Accuracy

F-measure

PMM

0.503

0.246

0.505

0.238

POLYREG

0.531

0.303

0.532

0.312

CART

0.537

0.318

0.536

0.283

LDA

0.562

0.353

0.561

0.341