Figure 6From: Prediction of the potency of mammalian cyclooxygenase inhibitors with ensemble proteochemometric modeling Pairwise Pearson correlation for the cross-validation predictions across the model library. The predictive power across the model library is not uniformly distributed, as the predicted values for a large fraction of model pairs are uncorrelated (yellow areas). Therefore, the combination of these models in a model ensemble is expected to lead to higher predictive power than individual models (“wisdom of crowds”).Back to article page