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Table 1 Comparison of the estimated p53 activity profile.

From: An integrated machine learning approach for predicting DosR-regulated genes in Mycobacterium tuberculosis

  GP NCA rep1 rep2 rep3
MSE 0.16 0.26 0.29 0.29 0.24
Corr 0.89 0.85 0.76 0.76 0.81
  1. The table lists the means of squared differences (MSE) after standardization and the correlations between the experimentally determined p53 concentration and the estimated p53 activity profiles from the GP model (GP), the NCA model (NCA) and the model used by Barenco et al (2006). rep1, rep2, and rep3 are the estimations using three replicates, respectively, from Barenco et al.