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Table 1 Comparison of ADMM and CD+LS algorithms

From: Identification of gene pairs through penalized regression subject to constraints

  

% Success Rate

Time (s)

p

n

ADMM

CD+LS

ADMM

CD+LS

20

50

100.0

100.0

0.03

0.0

  

(0.0)

(0.0)

(0.01)

(0.0)

100

100

100.0

100.0

0.06

1.3

  

(0.0)

(0.0)

(0.00)

(0.1)

100

500

100.0

80.0

0.14

0.6

  

(0.0)

(9.2)

(0.04)

(0.2)

200

1000

100.0

80.0

0.54

3.9

  

(0.0)

(9.2)

(0.12)

(0.4)

  1. Sample means (standard errors in parentheses) of rates for successful convergence (in percentages), and running times (in seconds), based on 20 simulation replications, for the proposed ADMM and CD+LS algorithms
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BMC Bioinformatics

ISSN: 1471-2105

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