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Table 7 Comparison of previous approaches with DFIS

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

Advantages

Zou et al. (Zou and Xiao 2008)

Kong et al. (Kong et al. 2014)

DFIS (Qin et al. 2012)

Calculates missing value

No

Yes

Yes

Less complexity

No

Yes

Yes

Use association between parameters

No

No

Yes

Calculates binary values (standard soft set)

No

No

Yes

High accuracy

No

No

Yes