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Table 2
Averaged AUCs for cross-validation measurements on balanced samples using MLNs
From:
Learning a Markov Logic network for supervised gene regulatory network inference
MLN
λ
AUC-ROC
AUC-PR
20
80.8 ± 6.1
82.7 ± 5.4
50
84.3 ± 3.5
85.5 ± 4.0
100
84.4
±
2.8
86.2
±
3.2
500
83.4 ± 2.7
86.0 ± 2.7
750
83.3 ± 2.8
85.8 ± 2.8
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