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Table 17 Overall accuracy comparison

From: An alternative data filling approach for prediction of missing data in soft sets (ADFIS)

Data sets

DFIS (%)

ADFIS (%)

Improvement (%)

Example 2

75.00

83.00

8.00

Zoo data set

81.26

84.67

3.41

Flags data set

74.02

78.10

4.08

SPECT hearts data set

76.41

78.20

1.79

Congressional votes data set

65.50

72.98

7.48

LUCAP2 data set

71.61

73.49

1.89

Average

4.44