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Table 1 Performance of SSEM with BIC and AIC applied to the 6-gene network with various combinations of (CNR, T).

From: Inferring transcriptional compensation interactions in yeast via stepwise structure equation modeling

   Top 1 model Top 5 models
(CNR, T) MSC TPR (%) TNR (%) FPR (%) TPR (%) TNR (%) FPR (%)
(2.0, 100) BIC 97.3 97.1 2.9 97.0 95.3 4.7
  AIC 97.7 85.1 14.9 97.7 84.4 15.6
(2.0, 50) BIC 84.6 87.7 12.3 83.9 86.2 12.9
  AIC 88.7 78.9 21.1 88.0 78.0 21.1
(2.0, 13) BIC 80.9 79.1 20.9 71.8 63.5 36.5
  AIC 81.8 80.4 19.6 72.1 64.0 36.0
(1.3, 100) BIC 84.9 90.0 10.0 84.5 88.6 11.4
  AIC 88.7 78.8 21.2 88.8 78.5 21.5
(1.3, 50) BIC 73.5 83.5 16.5 72.5 82.4 16.0
  AIC 78.9 72.7 27.3 78.1 71.8 27.0
(1.3, 13) BIC 77.1 75.4 24.6 68.9 61.0 39.0
  AIC 78.0 76.7 23.3 69.5 61.5 38.5