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Table 1 Summary of all results obtained from the comparison of described methods: (A) Data Fusion approach, (B) BANJO and (C) ARACNe-AP

From: A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks

Tested FP rate

Consensus BN size (#of edges)

% FPs added

Precision

A. Data Fusion Performance Results

10%

50

8%

0.92

20%

58

12%

0.88

30%

56

10%

0.88

40%

60

12%

0.88

50%

69

11%

0.88

60%

76

12%

0.88

B. BANJO Performance Results

10%

69

60%

0.41

20%

69

60%

0.41

30%

69

60%

0.41

40%

69

40%

0.59

50%

69

40%

0.59

60%

69

60%

0.41

C. ARACNe-AP Performance Results

 

1003

70%

0.3