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Table 1 Prediction results with additive noise

From: Gene expression prediction using low-rank matrix completion

Ratio

Observability (%)

Relative error

0.003

50

4.22 ×10−4

0.03

50

4.21 ×10−3

0.3

50

1.78 ×10−2

0.003

10

1.21 ×10−2

0.03

10

1.57 ×10−2

0.3

10

1.91 ×10−1

  1. Analysis of the addition of noise to synthetic 2000 × 2000 data matrix of rank 10 in low-rank prediction after 100 iterations
  2. Abbreviations: Ratio noise deviation ratio