Figure 1
From: The identification of informative genes from multiple datasets with increasing complexity
The comparison of classifiers with increasing model complexity. Three Bayesian network models (SNB, 1PB, and NPB) have been trained using cross-validation set and validated on independent datasets. An average error rate of the classifiers' prediction has been calculated for each gene and an overall SSE on cross-validation set and independent test set are illustrated in this figure.