Fig. 7

Comparison of attributions and predictions for the two models of interest (XAI and base model) for six compounds with low prediction error. The logD column reports experimentally determined lipophilicity. The number next to the compound structure corresponds to the model’s prediction. Magenta highlights correspond to atoms which are lowering the logD prediction, green highlights correspond to atoms which are increasing the logD prediction.