An Approach for Predicting Essential Genes Using Multiple Homology Mapping and Machine Learning Algorithms

Figure 3

26 AUC scores of 10-fold cross-validation within 25 bacteria as well as ESC_PEC, respectively. The last AUC score belongs to ESC whose data are obtained from PEC database. More than 70% of the results exceed the AUC score of 0.80, and 9 organisms’ results of prediction yielded AUC scores more than 0.90.