The first experiment we performed was to run our optimized architecture using 3 different criteria for active learning on the CCV dataset. We utilized the variance of 5 models predictions (Ensemble), the predicted variance of a single model that was regressing to a Gaussian Notably, each method is doing no better than selecting molecules at random, as shown by the overlapping error bars.