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Table 1 Computational time for different number of sensors and measurement availability

From: Singular spectrum-based matrix completion for time series recovery and prediction

 

25 %

50 %

75 %

 

1

5

1

5

1

5

SS-MC

0.188

0.950

0.137

0.719

0.087

0.358

MC

0.101

0.140

0.101

0.146

0.103

0.152

RegEM

0.092

0.137

0.098

0.407

0.154

1.194

Knn

0.153

0.866

0.102

0.632

0.051

0.275