Fig. 8
From: QSAR-derived affinity fingerprints (part 2): modeling performance for potency prediction
Analysis of feature importance. The variable importance averaged across 50 replicates for each feature in the QAFFP (i.e., base model) is shown against the predictive power of each base model in cross validation calculated during the training of base models. Overall, a correlation between predictive power and feature importance was not observed