Evaluating Point-Prediction Uncertainties in Neural Networks for Drug Discovery

Ya Ju Fan, Jonathan E. Allen, Kevin S. McLoughlin +4

Neural Network (NN) models provide potential to speed up the drug discovery process and reduce its failure rates. The success of NN models require uncertainty quantification (UQ) a…