Using Attribution to Decode Dataset Bias in Neural Network Models for Chemistry

Kevin McCloskey, Ankur Taly, Federico Monti +2

Deep neural networks have achieved state of the art accuracy at classifying molecules with respect to whether they bind to specific protein targets. A key breakthrough would occur…