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Table 11 Performance of the algorithms for numeric attribute of local health dataset

From: SICE: an improved missing data imputation technique

Algorithm

RMSE score

Execution time (s)

SICE (BLR)

19.47

19

MICE (PMM)

21.85

282

MICE (BLR)

24.47

18

Amelia

25.6

12

kNN

25.25

154