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Table 10 Performance of MICE and SICE for ordinal attribute using UCI car dataset

From: SICE: an improved missing data imputation technique

Algorithm

Accuracy

F-measure

MICE

SICE

MICE

SICE

PMM

62.42

74.56

23.41

29.51

POLYREG

83.81

89.59

72.35

76.29

CART

89.01

93.06

76.88

81.83

LDA

80.92

80.92

60.63

64.92