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Table 2 The 12 existing algorithms implemented in MVIAeval

From: MVIAeval: a web tool for comprehensively evaluating the performance of a new missing value imputation algorithm

Algorithm

Year of Publication

Category

Reference

 SVD

2001

Global

[13]

 BPCA

2003

Global

[14]

 KNN

2001

Local

[13]

 SKNN

2004

Local

[15]

 IKNN

2007

Local

[16]

 LS

2004

Local

[17]

 LLS

2005

Local

[18]

 ILLS

2006

Local

[19]

 SLLS

2008

Local

[20]

 Shrinkage LLS

2013

Local

[21]

 Shrinkage SLLS

2013

Local

[21]

 Shrinkage ILLS

2013

Local

[21]