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

BMC Systems Biology

Table 1 Comparison of the estimated p53 activity profile.

	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

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.

ISSN: 1752-0509